{"meta":{"week":"2026-W43","updated":"2026-10-23","updated_label":"23 OCT 2026","model":"0.1","draft":false,"next_update_label":"Sat 24 Oct"},"tiers":[{"id":"free","label":"Everyday use","short":"Everyday","unit":"% of working-age people using AI tools","unit_short":"% people","min":0,"max":80,"pct":true,"color":"#38BDF8","weight":0.4,"desc":"Share of working-age people who use generative AI tools such as ChatGPT, Gemini, Copilot or Claude, mostly on free plans."},{"id":"paid","label":"Paid & business","short":"Business","unit":"% of firms using AI","unit_short":"% firms","min":0,"max":60,"pct":true,"color":"#A78BFA","weight":0.3,"desc":"Share of businesses using AI in their work: the closest measured stand-in for paid use, since paid subscriptions by country are not published."},{"id":"agentic","label":"Builders & agents","short":"Builders","unit":"Builder index, 0 to 100","unit_short":"index","min":0,"max":100,"pct":false,"color":"#34D3B8","weight":0.3,"desc":"Code-level and agentic use: developer density, API and automation-heavy AI use, per person."},{"id":"composite","label":"Adoption index","short":"Index","unit":"Adoption index, 0 to 100","unit_short":"index","min":0,"max":80,"pct":false,"color":"#8BD5FF","desc":"Weighted blend: 40% everyday, 30% business, 30% builders, each scaled to its own frontier."}],"periods":["2023Q1","2023Q2","2023Q3","2023Q4","2024Q1","2024Q2","2024Q3","2024Q4","2025Q1","2025Q2","2025Q3","2025Q4","2026Q1","2026Q2","2026Q3","2026Q4"],"now_index":15,"last_measured_index":13,"regions":["East Asia","Eurasia","Europe","Latin America","Middle East & N. Africa","North America","Oceania","South Asia","Southeast Asia","Sub-Saharan Africa"],"countries":{"AFG":{"n":"Afghanistan","r":"South Asia","num":"004","pop":43.84,"free":{"v":6.9,"lo":2.0,"hi":11.8,"q":"blended","src":["ms_diffusion"],"h":[3.2,3.4,3.6,3.8,4.0,4.2,4.5,4.7,4.9,5.2,5.4,5.7,6.0,6.3,6.6,6.9],"note":"Group estimate shared with neighboring countries in the source.","alt":[{"s":"Gallup weekly use","v":5.6,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":155,"d4":1.2},"paid":{"v":5.7,"lo":0,"hi":25.7,"q":"modeled","src":[],"h":[1.5,1.6,1.7,1.9,2.1,2.3,2.5,2.8,3.0,3.3,3.7,4.0,4.4,4.8,5.2,5.7],"rank":157,"d4":1.7},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":142,"d4":0.5},"composite":{"v":6.5,"q":"blended","src":[],"h":[2.4,2.5,2.6,2.8,3.0,3.3,3.5,3.8,4.0,4.2,4.6,4.9,5.2,5.6,6.0,6.5],"rank":159,"d4":1.6}},"ALB":{"n":"Albania","r":"Europe","num":"008","pop":2.35,"free":{"v":21.0,"lo":18.5,"hi":23.4,"q":"measured","src":["ms_diffusion"],"h":[10.3,10.9,11.4,12.0,12.6,13.2,13.9,14.6,15.3,16.0,16.8,17.6,18.4,19.2,20.1,21.0],"rank":73,"d4":3.4},"paid":{"v":9.2,"lo":6.0,"hi":12.5,"q":"measured","src":["eurostat_ai"],"h":[8.6,8.7,8.7,8.8,8.8,8.8,8.9,8.9,8.9,9.0,9.0,9.1,9.1,9.2,9.2,9.2],"rank":123,"d4":0.1},"agentic":{"v":67.0,"lo":60.4,"hi":73.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[46.1,47.5,48.9,50.4,51.8,53.3,54.7,56.1,57.5,58.9,60.3,61.7,63.1,64.4,65.7,67.0],"rank":49,"d4":5.3},"composite":{"v":35.2,"q":"measured","src":[],"h":[23.3,24.1,24.7,25.5,26.2,27.0,27.8,28.6,29.3,30.2,31.0,31.9,32.7,33.5,34.4,35.2],"rank":71,"d4":3.3}},"DZA":{"n":"Algeria","r":"Middle East & N. Africa","num":"012","pop":47.44,"free":{"v":15.1,"lo":12.6,"hi":17.6,"q":"measured","src":["ms_diffusion"],"h":[7.4,7.8,8.2,8.6,9.0,9.5,9.9,10.4,10.9,11.5,12.0,12.6,13.2,13.8,14.4,15.1],"rank":95,"d4":2.5},"paid":{"v":12.5,"lo":0,"hi":32.4,"q":"modeled","src":[],"h":[5.0,5.3,5.6,6.0,6.4,6.8,7.3,7.7,8.2,8.7,9.3,9.8,10.5,11.1,11.8,12.5],"rank":95,"d4":2.7},"agentic":{"v":47.6,"lo":41.0,"hi":54.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[19.4,20.8,22.3,23.9,25.5,27.3,29.1,30.9,32.8,34.8,36.8,38.9,41.0,43.2,45.4,47.6],"rank":89,"d4":8.7},"composite":{"v":28.1,"q":"measured","src":[],"h":[12.0,12.8,13.6,14.5,15.3,16.3,17.3,18.3,19.4,20.5,21.7,22.9,24.1,25.4,26.7,28.1],"rank":92,"d4":5.2}},"AGO":{"n":"Angola","r":"Sub-Saharan Africa","num":"024","pop":39.04,"free":{"v":11.3,"lo":6.7,"hi":15.8,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[4.0,4.3,4.7,5.0,5.4,5.8,6.2,6.7,7.2,7.7,8.2,8.8,9.3,10.0,10.6,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":113,"d4":2.5},"paid":{"v":11.0,"lo":0,"hi":30.9,"q":"modeled","src":[],"h":[2.9,3.2,3.5,3.9,4.2,4.6,5.0,5.5,6.0,6.6,7.2,7.8,8.5,9.3,10.1,11.0],"rank":107,"d4":3.2},"agentic":{"v":4.9,"lo":0,"hi":11.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[1.6,1.8,1.9,2.0,2.2,2.4,2.5,2.7,2.9,3.2,3.4,3.6,3.9,4.2,4.5,4.9],"rank":138,"d4":1.3},"composite":{"v":12.6,"q":"blended","src":[],"h":[3.9,4.3,4.7,5.0,5.5,5.9,6.3,6.9,7.5,8.1,8.7,9.4,10.1,10.9,11.7,12.6],"rank":133,"d4":3.2}},"ARG":{"n":"Argentina","r":"Latin America","num":"032","pop":45.85,"free":{"v":26.3,"lo":23.8,"hi":28.8,"q":"measured","src":["ms_diffusion"],"h":[9.8,10.5,11.3,12.1,13.0,14.0,14.9,16.0,17.1,18.2,19.4,20.7,22.0,23.4,24.8,26.3],"alt":[{"s":"GWI monthly use","v":91.1,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":56,"d4":5.6},"paid":{"v":19.7,"lo":0,"hi":39.7,"q":"modeled","src":[],"h":[5.8,6.3,6.9,7.5,8.2,8.9,9.7,10.5,11.4,12.4,13.4,14.5,15.7,17.0,18.3,19.7],"rank":44,"d4":5.2},"agentic":{"v":68.0,"lo":61.4,"hi":74.5,"q":"measured","src":["gh_devs","claude_coding"],"h":[44.8,46.4,48.0,49.6,51.2,52.8,54.4,56.0,57.5,59.1,60.6,62.2,63.7,65.1,66.6,68.0],"rank":46,"d4":5.8},"composite":{"v":43.4,"q":"measured","src":[],"h":[21.2,22.3,23.5,24.7,26.0,27.3,28.6,30.1,31.5,33.0,34.6,36.3,38.0,39.7,41.5,43.4],"rank":48,"d4":7.1}},"ARM":{"n":"Armenia","r":"Eurasia","num":"051","pop":3.09,"free":{"v":8.5,"lo":6.0,"hi":10.9,"q":"measured","src":["ms_diffusion"],"h":[4.0,4.2,4.4,4.7,4.9,5.2,5.4,5.7,6.0,6.3,6.6,7.0,7.3,7.7,8.1,8.5],"rank":147,"d4":1.5},"paid":{"v":15.9,"lo":0,"hi":35.8,"q":"modeled","src":[],"h":[4.4,4.9,5.3,5.8,6.3,6.9,7.6,8.2,9.0,9.8,10.6,11.5,12.5,13.5,14.7,15.9],"rank":63,"d4":4.4},"agentic":{"v":66.8,"lo":60.2,"hi":73.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[48.9,50.1,51.3,52.6,53.8,55.1,56.3,57.5,58.7,59.9,61.1,62.3,63.4,64.6,65.7,66.8],"rank":50,"d4":4.5},"composite":{"v":32.2,"q":"measured","src":[],"h":[18.9,19.6,20.2,21.0,21.7,22.6,23.4,24.2,25.1,26.0,26.9,27.9,28.9,30.0,31.1,32.2],"rank":80,"d4":4.3}},"ABW":{"n":"Aruba","r":"Latin America","num":"533","pop":0.11,"free":{"v":51.1,"lo":36.1,"hi":66.0,"q":"modeled","src":[],"h":[29.6,30.9,32.3,33.6,35.0,36.4,37.9,39.3,40.8,42.2,43.7,45.2,46.7,48.1,49.6,51.1],"d4":5.9},"paid":{"v":28.6,"lo":8.7,"hi":48.6,"q":"modeled","src":[],"h":[9.2,10.1,10.9,11.9,12.9,13.9,15.1,16.3,17.6,19.0,20.4,21.9,23.5,25.1,26.8,28.6],"d4":6.7},"agentic":{"v":65.3,"lo":58.8,"hi":71.9,"q":"blended","src":["gh_devs"],"h":[42.3,43.9,45.4,47.0,48.5,50.1,51.7,53.3,54.8,56.4,57.9,59.4,60.9,62.4,63.9,65.3],"d4":5.9},"composite":{"v":59.4,"q":"modeled","src":[],"h":[32.1,33.7,35.2,36.9,38.5,40.2,42.0,43.8,45.6,47.5,49.4,51.4,53.4,55.3,57.4,59.4],"d4":8.0}},"AUS":{"n":"Australia","r":"Oceania","num":"036","pop":27.61,"free":{"v":43.8,"lo":41.4,"hi":46.3,"q":"measured","src":["ms_diffusion"],"h":[22.6,23.7,25.0,26.3,27.6,28.9,30.3,31.7,33.2,34.6,36.1,37.6,39.2,40.7,42.3,43.8],"alt":[{"s":"GWI monthly use","v":72.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":13,"d4":6.2},"paid":{"v":19.3,"lo":16.0,"hi":22.6,"q":"measured","src":["abs_bcs","oecd_ict"],"h":[5.6,6.1,6.7,7.3,8.0,8.7,9.4,10.3,11.1,12.1,13.1,14.2,15.4,16.6,17.9,19.3],"rank":47,"d4":5.1},"agentic":{"v":84.1,"lo":77.6,"hi":90.7,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[59.4,61.5,63.5,65.5,67.4,69.2,71.0,72.7,74.4,76.0,77.5,79.0,80.4,81.7,82.9,84.1],"rank":7,"d4":5.1},"composite":{"v":56.8,"q":"measured","src":[],"h":[31.9,33.4,34.9,36.4,38.0,39.6,41.1,42.8,44.5,46.1,47.9,49.6,51.4,53.2,55.0,56.8],"rank":24,"d4":7.2}},"AUT":{"n":"Austria","r":"Europe","num":"040","pop":9.21,"free":{"v":38.6,"lo":36.1,"hi":41.1,"q":"measured","src":["ms_diffusion"],"h":[18.0,19.0,20.2,21.3,22.6,23.8,25.1,26.5,27.9,29.3,30.8,32.3,33.8,35.4,37.0,38.6],"alt":[{"s":"GWI monthly use","v":77.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":21,"d4":6.3},"paid":{"v":42.7,"lo":39.4,"hi":46.0,"q":"measured","src":["eurostat_ai"],"h":[15.0,16.4,17.8,19.3,20.8,22.5,24.3,26.1,28.0,29.9,32.0,34.1,36.2,38.3,40.5,42.7],"rank":10,"d4":8.6},"agentic":{"v":72.2,"lo":65.6,"hi":78.7,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[46.2,48.0,49.9,51.7,53.6,55.4,57.2,59.0,60.8,62.5,64.2,65.9,67.5,69.1,70.7,72.2],"rank":35,"d4":6.3},"composite":{"v":62.3,"q":"measured","src":[],"h":[30.4,32.1,34.0,35.8,37.8,39.8,41.9,44.0,46.2,48.3,50.7,53.0,55.2,57.6,60.0,62.3],"rank":17,"d4":9.3}},"AZE":{"n":"Azerbaijan","r":"Eurasia","num":"031","pop":10.25,"free":{"v":21.0,"lo":18.6,"hi":23.5,"q":"measured","src":["ms_diffusion"],"h":[8.0,8.6,9.2,9.8,10.5,11.2,12.0,12.8,13.7,14.6,15.5,16.5,17.6,18.7,19.8,21.0],"rank":74,"d4":4.5},"paid":{"v":15.9,"lo":0,"hi":35.8,"q":"modeled","src":[],"h":[4.4,4.9,5.3,5.8,6.4,6.9,7.6,8.2,9.0,9.8,10.6,11.5,12.5,13.6,14.7,15.9],"rank":64,"d4":4.4},"agentic":{"v":50.3,"lo":43.7,"hi":56.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[23.6,25.1,26.6,28.2,29.8,31.5,33.2,35.0,36.8,38.6,40.5,42.4,44.4,46.3,48.3,50.3],"rank":84,"d4":7.9},"composite":{"v":33.5,"q":"measured","src":[],"h":[13.3,14.3,15.2,16.3,17.4,18.5,19.8,21.0,22.4,23.8,25.2,26.7,28.4,30.0,31.7,33.5],"rank":78,"d4":6.8}},"BHS":{"n":"Bahamas","r":"Latin America","num":"044","pop":0.4,"free":{"v":51.7,"lo":36.8,"hi":66.7,"q":"modeled","src":[],"h":[30.3,31.6,33.0,34.4,35.8,37.2,38.6,40.1,41.5,43.0,44.4,45.9,47.4,48.8,50.3,51.7],"d4":5.8},"paid":{"v":28.7,"lo":8.7,"hi":48.6,"q":"modeled","src":[],"h":[9.3,10.1,11.0,11.9,12.9,14.0,15.1,16.3,17.6,19.0,20.4,21.9,23.5,25.2,26.9,28.7],"d4":6.8},"agentic":{"v":60.0,"lo":53.5,"hi":66.6,"q":"blended","src":["gh_devs"],"h":[40.5,41.8,43.1,44.4,45.7,47.0,48.3,49.6,50.9,52.3,53.6,54.9,56.2,57.5,58.8,60.0],"d4":5.1},"composite":{"v":58.2,"q":"modeled","src":[],"h":[31.9,33.4,34.9,36.5,38.1,39.7,41.3,43.1,44.8,46.7,48.5,50.4,52.3,54.2,56.2,58.2],"d4":7.8}},"BHR":{"n":"Bahrain","r":"Middle East & N. Africa","num":"048","pop":1.6,"ll":[50.55,26.07],"free":{"v":31.8,"lo":19.0,"hi":44.5,"q":"blended","src":["anthropic_aui"],"h":[15.6,16.4,17.3,18.2,19.2,20.1,21.2,22.2,23.3,24.4,25.6,26.7,28.0,29.2,30.5,31.8],"alt":[{"s":"Gallup weekly use","v":41.9,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":40,"d4":5.1},"paid":{"v":22.2,"lo":2.2,"hi":42.1,"q":"modeled","src":[],"h":[9.6,10.2,10.8,11.5,12.2,12.9,13.6,14.4,15.3,16.1,17.1,18.0,19.0,20.0,21.1,22.2],"rank":37,"d4":4.2},"agentic":{"v":69.4,"lo":62.9,"hi":76.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[41.0,42.9,44.8,46.8,48.8,50.7,52.7,54.7,56.6,58.6,60.5,62.3,64.2,66.0,67.7,69.4],"rank":42,"d4":7.1},"composite":{"v":47.8,"q":"blended","src":[],"h":[24.9,26.2,27.5,28.9,30.3,31.7,33.2,34.7,36.3,37.8,39.5,41.0,42.8,44.4,46.1,47.8],"rank":39,"d4":6.8}},"BGD":{"n":"Bangladesh","r":"South Asia","num":"050","pop":175.69,"free":{"v":7.8,"lo":3.2,"hi":12.4,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.4,3.6,3.8,4.0,4.3,4.5,4.8,5.1,5.4,5.7,6.0,6.3,6.7,7.0,7.4,7.8],"note":"Group estimate shared with neighboring countries in the source.","alt":[{"s":"Gallup weekly use","v":5.2,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":150,"d4":1.5},"paid":{"v":10.4,"lo":0,"hi":30.4,"q":"modeled","src":[],"h":[2.8,3.0,3.3,3.6,4.0,4.4,4.8,5.2,5.7,6.2,6.8,7.4,8.1,8.8,9.6,10.4],"rank":111,"d4":3.0},"agentic":{"v":29.2,"lo":22.6,"hi":35.7,"q":"measured","src":["gh_devs","claude_coding"],"h":[10.5,11.3,12.1,13.1,14.0,15.1,16.2,17.4,18.6,19.9,21.3,22.7,24.2,25.8,27.4,29.2],"rank":115,"d4":6.5},"composite":{"v":17.9,"q":"blended","src":[],"h":[6.2,6.7,7.2,7.7,8.3,9.0,9.7,10.4,11.1,11.9,12.8,13.7,14.7,15.6,16.7,17.9],"rank":120,"d4":4.2}},"BRB":{"n":"Barbados","r":"Latin America","num":"052","pop":0.28,"ll":[-59.54,13.19],"free":{"v":48.8,"lo":33.8,"hi":63.8,"q":"modeled","src":[],"h":[33.0,34.1,35.3,36.4,37.5,38.6,39.7,40.8,41.8,42.9,43.9,45.0,45.9,46.9,47.9,48.8],"d4":3.8},"paid":{"v":25.1,"lo":5.2,"hi":45.1,"q":"modeled","src":[],"h":[7.8,8.5,9.3,10.1,10.9,11.9,12.9,14.0,15.1,16.3,17.6,19.0,20.4,21.9,23.5,25.1],"d4":6.1},"agentic":{"v":66.0,"lo":59.5,"hi":72.6,"q":"blended","src":["gh_devs"],"h":[48.5,49.7,50.9,52.2,53.4,54.5,55.7,56.9,58.1,59.3,60.4,61.6,62.7,63.8,64.9,66.0],"d4":4.4},"composite":{"v":56.8,"q":"modeled","src":[],"h":[34.9,36.2,37.6,38.9,40.2,41.6,43.0,44.5,45.9,47.4,48.9,50.5,52.0,53.5,55.2,56.8],"d4":6.3}},"BLR":{"n":"Belarus","r":"Eurasia","num":"112","pop":9.09,"free":{"v":11.7,"lo":9.3,"hi":14.2,"q":"measured","src":["ms_diffusion"],"h":[4.2,4.5,4.9,5.2,5.6,6.0,6.4,6.9,7.4,7.9,8.4,9.0,9.6,10.3,11.0,11.7],"rank":111,"d4":2.7},"paid":{"v":16.8,"lo":0,"hi":36.7,"q":"modeled","src":[],"h":[4.7,5.2,5.7,6.2,6.8,7.4,8.1,8.8,9.5,10.4,11.3,12.2,13.3,14.4,15.5,16.8],"rank":58,"d4":4.6},"agentic":{"v":69.2,"lo":62.6,"hi":75.8,"q":"blended","src":["gh_devs"],"h":[56.5,57.4,58.3,59.2,60.0,60.9,61.8,62.6,63.5,64.3,65.2,66.0,66.8,67.6,68.4,69.2],"rank":43,"d4":3.2},"composite":{"v":35.0,"q":"blended","src":[],"h":[21.4,22.1,22.8,23.5,24.2,25.0,25.8,26.6,27.5,28.4,29.4,30.4,31.5,32.6,33.8,35.0],"rank":73,"d4":4.6}},"BEL":{"n":"Belgium","r":"Europe","num":"056","pop":11.94,"free":{"v":43.7,"lo":41.3,"hi":46.2,"q":"measured","src":["ms_diffusion"],"h":[20.8,22.0,23.3,24.7,26.1,27.5,29.0,30.5,32.1,33.7,35.3,36.9,38.6,40.3,42.0,43.7],"alt":[{"s":"GWI monthly use","v":74.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":14,"d4":6.8},"paid":{"v":46.9,"lo":43.6,"hi":50.1,"q":"measured","src":["eurostat_ai"],"h":[18.8,20.3,21.8,23.5,25.2,26.9,28.7,30.6,32.6,34.5,36.6,38.6,40.7,42.7,44.8,46.9],"rank":5,"d4":8.3},"agentic":{"v":74.5,"lo":67.9,"hi":81.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[52.6,54.2,55.8,57.4,59.0,60.5,62.0,63.5,65.0,66.5,67.9,69.3,70.6,71.9,73.2,74.5],"rank":27,"d4":5.2},"composite":{"v":67.6,"q":"measured","src":[],"h":[35.6,37.4,39.3,41.3,43.4,45.3,47.4,49.6,51.9,54.0,56.3,58.5,60.8,63.1,65.4,67.6],"rank":10,"d4":9.1}},"BLZ":{"n":"Belize","r":"Latin America","num":"084","pop":0.42,"free":{"v":33.0,"lo":18.0,"hi":47.9,"q":"modeled","src":[],"h":[16.8,17.7,18.6,19.5,20.5,21.5,22.5,23.6,24.7,25.8,26.9,28.1,29.3,30.5,31.7,33.0],"d4":4.9},"paid":{"v":16.7,"lo":0,"hi":36.7,"q":"modeled","src":[],"h":[4.7,5.2,5.7,6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.2,14.3,15.5,16.7],"d4":4.5},"agentic":{"v":56.3,"lo":49.7,"hi":62.8,"q":"blended","src":["gh_devs"],"h":[32.7,34.2,35.6,37.1,38.7,40.2,41.8,43.4,45.0,46.6,48.2,49.8,51.4,53.1,54.7,56.3],"d4":6.5},"composite":{"v":41.7,"q":"modeled","src":[],"h":[20.6,21.7,22.8,24.0,25.3,26.5,27.8,29.2,30.6,32.1,33.6,35.1,36.7,38.3,40.0,41.7],"d4":6.6}},"BEN":{"n":"Benin","r":"Sub-Saharan Africa","num":"204","pop":14.81,"free":{"v":11.8,"lo":7.2,"hi":16.4,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[6.2,6.5,6.8,7.1,7.5,7.8,8.2,8.5,8.9,9.3,9.7,10.1,10.5,10.9,11.4,11.8],"note":"Group estimate shared with neighboring countries in the source.","rank":109,"d4":1.7},"paid":{"v":9.1,"lo":0,"hi":29.0,"q":"modeled","src":[],"h":[2.4,2.6,2.9,3.1,3.4,3.7,4.1,4.5,4.9,5.4,5.9,6.4,7.0,7.6,8.3,9.1],"rank":125,"d4":2.7},"agentic":{"v":32.6,"lo":26.0,"hi":39.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[7.1,8.0,8.9,10.0,11.1,12.4,13.8,15.3,17.0,18.8,20.7,22.8,25.0,27.4,29.9,32.6],"rank":111,"d4":9.8},"composite":{"v":20.2,"q":"blended","src":[],"h":[6.4,7.0,7.5,8.1,8.8,9.5,10.3,11.1,12.0,13.0,14.0,15.1,16.2,17.5,18.8,20.2],"rank":117,"d4":5.1}},"BTN":{"n":"Bhutan","r":"South Asia","num":"064","pop":0.8,"free":{"v":24.7,"lo":9.8,"hi":39.7,"q":"modeled","src":[],"h":[12.1,12.8,13.4,14.1,14.8,15.6,16.4,17.2,18.0,18.9,19.8,20.7,21.7,22.7,23.7,24.7],"d4":4.0},"paid":{"v":14.0,"lo":0,"hi":34.0,"q":"modeled","src":[],"h":[3.9,4.2,4.6,5.0,5.5,6.0,6.6,7.2,7.8,8.5,9.3,10.1,11.0,11.9,12.9,14.0],"d4":3.9},"agentic":{"v":51.2,"lo":44.7,"hi":57.8,"q":"blended","src":["gh_devs"],"h":[27.4,28.8,30.2,31.7,33.2,34.7,36.2,37.8,39.4,41.1,42.7,44.4,46.1,47.8,49.5,51.2],"d4":6.8},"composite":{"v":34.7,"q":"modeled","src":[],"h":[16.2,17.1,18.1,19.1,20.1,21.2,22.4,23.5,24.7,26.0,27.4,28.7,30.2,31.6,33.1,34.7],"d4":6.0}},"BOL":{"n":"Bolivia","r":"Latin America","num":"068","pop":12.58,"free":{"v":14.5,"lo":12.1,"hi":17.0,"q":"measured","src":["ms_diffusion"],"h":[7.2,7.5,7.9,8.3,8.7,9.2,9.6,10.1,10.6,11.1,11.6,12.1,12.7,13.3,13.9,14.5],"rank":97,"d4":2.4},"paid":{"v":13.7,"lo":0,"hi":33.6,"q":"modeled","src":[],"h":[3.7,4.1,4.5,4.9,5.4,5.9,6.4,7.0,7.6,8.3,9.0,9.8,10.7,11.6,12.6,13.7],"rank":80,"d4":3.9},"agentic":{"v":52.3,"lo":45.7,"hi":58.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[25.3,26.8,28.4,30.0,31.6,33.4,35.1,36.9,38.8,40.6,42.5,44.5,46.4,48.3,50.3,52.3],"rank":81,"d4":7.8},"composite":{"v":29.8,"q":"measured","src":[],"h":[13.0,13.8,14.7,15.6,16.5,17.6,18.5,19.6,20.7,21.9,23.1,24.3,25.6,26.9,28.3,29.8],"rank":86,"d4":5.5}},"BIH":{"n":"Bosnia and Herzegovina","r":"Europe","num":"070","pop":3.14,"free":{"v":25.8,"lo":23.3,"hi":28.2,"q":"measured","src":["ms_diffusion"],"h":[10.6,11.3,12.1,12.9,13.7,14.6,15.5,16.5,17.5,18.5,19.6,20.8,22.0,23.2,24.5,25.8],"alt":[{"s":"Gallup weekly use","v":35.5,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":61,"d4":5.0},"paid":{"v":15.6,"lo":12.3,"hi":18.8,"q":"measured","src":["eurostat_ai"],"h":[6.0,6.4,6.8,7.3,7.8,8.3,8.9,9.5,10.1,10.8,11.5,12.2,13.0,13.8,14.7,15.6],"rank":66,"d4":3.4},"agentic":{"v":57.4,"lo":50.9,"hi":64.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[41.8,42.8,43.8,44.9,45.9,46.9,48.0,49.0,50.1,51.2,52.2,53.3,54.3,55.3,56.4,57.4],"rank":69,"d4":4.1},"composite":{"v":37.9,"q":"measured","src":[],"h":[20.8,21.7,22.6,23.6,24.5,25.5,26.6,27.7,28.8,30.0,31.2,32.5,33.8,35.1,36.5,37.9],"rank":63,"d4":5.4}},"BWA":{"n":"Botswana","r":"Sub-Saharan Africa","num":"072","pop":2.56,"free":{"v":16.1,"lo":13.7,"hi":18.6,"q":"measured","src":["ms_diffusion"],"h":[9.0,9.4,9.8,10.2,10.6,11.0,11.5,11.9,12.4,12.9,13.4,13.9,14.5,15.0,15.6,16.1],"rank":89,"d4":2.2},"paid":{"v":15.0,"lo":0,"hi":34.9,"q":"modeled","src":[],"h":[4.2,4.5,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.2,10.0,10.8,11.8,12.8,13.8,15.0],"rank":73,"d4":4.2},"agentic":{"v":44.9,"lo":38.3,"hi":51.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[16.1,17.4,18.9,20.4,22.0,23.7,25.5,27.3,29.3,31.3,33.4,35.6,37.9,40.1,42.5,44.9],"rank":92,"d4":9.3},"composite":{"v":29.0,"q":"measured","src":[],"h":[11.4,12.2,13.1,13.9,14.9,15.9,16.9,18.0,19.2,20.4,21.7,23.0,24.5,25.9,27.4,29.0],"rank":89,"d4":6.0}},"BRA":{"n":"Brazil","r":"Latin America","num":"076","pop":212.81,"free":{"v":22.6,"lo":20.1,"hi":25.0,"q":"measured","src":["ms_diffusion"],"h":[8.9,9.6,10.2,10.9,11.7,12.4,13.2,14.1,15.0,16.0,17.0,18.0,19.1,20.2,21.4,22.6],"alt":[{"s":"Gallup weekly use","v":30.3,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":93.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":69,"d4":4.6},"paid":{"v":23.8,"lo":20.5,"hi":27.1,"q":"measured","src":["cetic_br","oecd_ict"],"h":[9.7,10.4,11.0,11.8,12.5,13.3,14.2,15.1,16.0,17.0,18.0,19.1,20.2,21.4,22.5,23.8],"rank":34,"d4":4.7},"agentic":{"v":65.5,"lo":58.9,"hi":72.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[39.3,41.0,42.8,44.5,46.3,48.1,49.9,51.7,53.4,55.2,57.0,58.7,60.5,62.2,63.8,65.5],"rank":51,"d4":6.8},"composite":{"v":42.9,"q":"measured","src":[],"h":[21.1,22.3,23.4,24.7,26.0,27.3,28.7,30.1,31.5,33.1,34.6,36.2,37.8,39.5,41.1,42.9],"rank":49,"d4":6.7}},"BRN":{"n":"Brunei","r":"Southeast Asia","num":"096","pop":0.47,"free":{"v":49.1,"lo":34.1,"hi":64.1,"q":"modeled","src":[],"h":[27.3,28.6,29.9,31.3,32.7,34.1,35.5,37.0,38.5,40.0,41.5,43.0,44.5,46.0,47.6,49.1],"d4":6.1},"paid":{"v":27.0,"lo":7.1,"hi":47.0,"q":"modeled","src":[],"h":[8.6,9.3,10.2,11.0,12.0,13.0,14.1,15.2,16.4,17.7,19.1,20.6,22.1,23.7,25.3,27.0],"d4":6.4},"agentic":{"v":65.7,"lo":59.2,"hi":72.3,"q":"blended","src":["gh_devs"],"h":[50.3,51.3,52.4,53.5,54.5,55.6,56.6,57.7,58.7,59.7,60.8,61.8,62.8,63.8,64.8,65.7],"d4":3.9},"composite":{"v":57.8,"q":"modeled","src":[],"h":[33.0,34.3,35.8,37.2,38.7,40.2,41.8,43.4,45.1,46.8,48.5,50.3,52.1,54.0,55.9,57.8],"d4":7.5}},"BGR":{"n":"Bulgaria","r":"Europe","num":"100","pop":6.43,"free":{"v":33.4,"lo":30.9,"hi":35.8,"q":"measured","src":["ms_diffusion"],"h":[16.0,16.9,17.9,18.9,19.9,21.0,22.1,23.2,24.4,25.6,26.8,28.1,29.4,30.7,32.0,33.4],"alt":[{"s":"Gallup weekly use","v":37.0,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":85.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":33,"d4":5.3},"paid":{"v":13.0,"lo":9.7,"hi":16.3,"q":"measured","src":["eurostat_ai"],"h":[4.4,4.7,5.1,5.5,5.9,6.4,6.9,7.4,8.0,8.6,9.2,9.9,10.6,11.3,12.2,13.0],"rank":88,"d4":3.1},"agentic":{"v":70.6,"lo":64.0,"hi":77.1,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[49.0,50.5,52.0,53.6,55.1,56.6,58.1,59.5,61.0,62.4,63.9,65.3,66.6,68.0,69.3,70.6],"rank":39,"d4":5.3},"composite":{"v":44.4,"q":"measured","src":[],"h":[24.9,25.9,27.1,28.3,29.4,30.7,31.9,33.1,34.5,35.8,37.2,38.6,40.0,41.4,42.9,44.4],"rank":46,"d4":5.8}},"BFA":{"n":"Burkina Faso","r":"Sub-Saharan Africa","num":"854","pop":24.07,"free":{"v":10.4,"lo":5.8,"hi":15.0,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[5.0,5.3,5.6,5.9,6.2,6.5,6.9,7.2,7.6,7.9,8.3,8.7,9.1,9.6,10.0,10.4],"note":"Group estimate shared with neighboring countries in the source.","rank":129,"d4":1.7},"paid":{"v":8.0,"lo":0,"hi":28.0,"q":"modeled","src":[],"h":[2.1,2.3,2.5,2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.2,5.6,6.2,6.7,7.3,8.0],"rank":137,"d4":2.4},"agentic":{"v":9.1,"lo":2.6,"hi":15.7,"q":"measured","src":["gh_devs","claude_coding"],"h":[5.3,5.5,5.7,5.9,6.2,6.4,6.6,6.9,7.1,7.4,7.6,7.9,8.2,8.5,8.8,9.1],"rank":135,"d4":1.2},"composite":{"v":11.9,"q":"blended","src":[],"h":[5.1,5.5,5.8,6.1,6.5,6.8,7.2,7.6,8.1,8.5,9.0,9.5,10.1,10.7,11.3,11.9],"rank":136,"d4":2.4}},"BDI":{"n":"Burundi","r":"Sub-Saharan Africa","num":"108","pop":14.39,"free":{"v":8.8,"lo":3.9,"hi":13.7,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.8,6.2,6.5,6.9,7.2,7.6,8.0,8.4,8.8],"note":"Group estimate shared with neighboring countries in the source.","rank":141,"d4":1.6},"paid":{"v":4.8,"lo":0,"hi":24.8,"q":"modeled","src":[],"h":[1.2,1.3,1.5,1.6,1.8,1.9,2.1,2.3,2.5,2.8,3.1,3.3,3.7,4.0,4.4,4.8],"rank":159,"d4":1.5},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":143,"d4":0.5},"composite":{"v":7.0,"q":"blended","src":[],"h":[2.6,2.7,3.0,3.2,3.4,3.5,3.8,4.0,4.3,4.6,5.0,5.2,5.7,6.0,6.5,7.0],"rank":158,"d4":1.8}},"CPV":{"n":"Cabo Verde","r":"Sub-Saharan Africa","num":"132","pop":0.53,"free":{"v":29.6,"lo":14.7,"hi":44.6,"q":"modeled","src":[],"h":[14.4,15.3,16.1,17.0,17.9,18.8,19.8,20.8,21.8,22.8,23.9,25.0,26.1,27.3,28.5,29.6],"d4":4.6},"paid":{"v":15.0,"lo":0,"hi":35.0,"q":"modeled","src":[],"h":[4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.4,9.2,10.0,10.9,11.8,12.8,13.9,15.0],"d4":4.1},"agentic":{"v":45.6,"lo":39.0,"hi":52.1,"q":"blended","src":["gh_devs"],"h":[26.1,27.2,28.4,29.6,30.8,32.0,33.3,34.6,35.9,37.2,38.6,39.9,41.3,42.7,44.1,45.6],"d4":5.7},"composite":{"v":36.0,"q":"modeled","src":[],"h":[17.1,18.1,19.1,20.1,21.2,22.2,23.4,24.7,25.9,27.2,28.5,29.9,31.3,32.9,34.4,36.0],"d4":6.1}},"KHM":{"n":"Cambodia","r":"Southeast Asia","num":"116","pop":17.85,"free":{"v":6.9,"lo":4.4,"hi":9.4,"q":"measured","src":["ms_diffusion"],"h":[2.7,2.9,3.0,3.2,3.5,3.7,3.9,4.2,4.5,4.8,5.1,5.4,5.7,6.1,6.5,6.9],"rank":156,"d4":1.5},"paid":{"v":11.0,"lo":0,"hi":30.9,"q":"modeled","src":[],"h":[2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.6,7.2,7.8,8.5,9.3,10.1,11.0],"rank":108,"d4":3.2},"agentic":{"v":42.0,"lo":35.4,"hi":48.5,"q":"measured","src":["gh_devs","claude_coding"],"h":[12.4,13.6,14.9,16.4,17.9,19.6,21.3,23.2,25.2,27.3,29.5,31.9,34.3,36.8,39.3,42.0],"rank":96,"d4":10.1},"composite":{"v":21.5,"q":"measured","src":[],"h":[6.5,7.1,7.7,8.4,9.2,10.0,10.8,11.8,12.8,13.9,15.0,16.2,17.4,18.7,20.1,21.5],"rank":113,"d4":5.3}},"CMR":{"n":"Cameroon","r":"Sub-Saharan Africa","num":"120","pop":29.88,"free":{"v":10.8,"lo":6.3,"hi":15.4,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[4.6,4.9,5.2,5.5,5.8,6.2,6.6,7.0,7.4,7.8,8.3,8.7,9.2,9.8,10.3,10.8],"note":"Group estimate shared with neighboring countries in the source.","rank":127,"d4":2.1},"paid":{"v":9.7,"lo":0,"hi":29.6,"q":"modeled","src":[],"h":[2.5,2.8,3.1,3.4,3.7,4.0,4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2,8.9,9.7],"rank":120,"d4":2.8},"agentic":{"v":33.4,"lo":26.9,"hi":40.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[7.2,8.1,9.1,10.1,11.3,12.6,14.1,15.6,17.4,19.2,21.2,23.4,25.7,28.1,30.7,33.4],"rank":109,"d4":10.0},"composite":{"v":20.3,"q":"blended","src":[],"h":[5.7,6.3,6.9,7.5,8.1,8.9,9.7,10.6,11.6,12.6,13.7,14.8,16.1,17.4,18.8,20.3],"rank":116,"d4":5.5}},"CAN":{"n":"Canada","r":"North America","num":"124","pop":41.65,"free":{"v":41.0,"lo":38.6,"hi":43.5,"q":"measured","src":["ms_diffusion"],"h":[23.7,24.7,25.7,26.8,27.9,29.0,30.1,31.2,32.4,33.6,34.8,36.0,37.3,38.5,39.8,41.0],"alt":[{"s":"Gallup weekly use","v":47.1,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":72.1,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":17,"d4":5.0},"paid":{"v":22.9,"lo":19.6,"hi":26.2,"q":"measured","src":["oecd_ict","statcan"],"h":[5.0,5.6,6.3,7.0,7.8,8.7,9.6,10.7,11.8,13.1,14.5,15.9,17.5,19.2,21.0,22.9],"rank":36,"d4":7.0},"agentic":{"v":83.9,"lo":77.3,"hi":90.4,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[61.5,63.3,65.1,66.9,68.6,70.3,71.9,73.5,75.0,76.4,77.8,79.1,80.4,81.6,82.8,83.9],"rank":8,"d4":4.8},"composite":{"v":57.1,"q":"measured","src":[],"h":[32.8,34.1,35.5,37.0,38.4,39.9,41.4,43.0,44.6,46.3,48.0,49.7,51.5,53.3,55.2,57.1],"rank":22,"d4":7.4}},"CAF":{"n":"Central African Republic","r":"Sub-Saharan Africa","num":"140","pop":5.51,"free":{"v":10.2,"lo":5.3,"hi":15.1,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.2,4.5,4.8,5.1,5.5,5.9,6.3,6.7,7.1,7.6,8.1,8.6,9.1,9.6,10.2],"note":"Group estimate shared with neighboring countries in the source.","rank":130,"d4":2.1},"paid":{"v":6.3,"lo":0,"hi":26.3,"q":"modeled","src":[],"h":[1.6,1.8,1.9,2.1,2.3,2.6,2.8,3.1,3.4,3.7,4.0,4.4,4.8,5.3,5.8,6.3],"rank":156,"d4":1.9},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":144,"d4":0.5},"composite":{"v":8.4,"q":"blended","src":[],"h":[2.8,3.0,3.2,3.5,3.7,4.1,4.4,4.7,5.0,5.4,5.8,6.2,6.7,7.2,7.8,8.4],"rank":153,"d4":2.2}},"TCD":{"n":"Chad","r":"Sub-Saharan Africa","num":"148","pop":21.0,"free":{"v":10.2,"lo":5.3,"hi":15.1,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.2,4.5,4.8,5.1,5.5,5.9,6.3,6.7,7.1,7.6,8.1,8.6,9.1,9.6,10.2],"note":"Group estimate shared with neighboring countries in the source.","rank":131,"d4":2.1},"paid":{"v":7.5,"lo":0,"hi":27.5,"q":"modeled","src":[],"h":[1.9,2.1,2.3,2.6,2.8,3.1,3.4,3.7,4.1,4.4,4.9,5.3,5.8,6.3,6.9,7.5],"rank":143,"d4":2.2},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":145,"d4":0.5},"composite":{"v":9.0,"q":"blended","src":[],"h":[2.9,3.2,3.4,3.7,4.0,4.3,4.7,5.0,5.4,5.8,6.2,6.7,7.2,7.7,8.3,9.0],"rank":150,"d4":2.3}},"CHL":{"n":"Chile","r":"Latin America","num":"152","pop":19.86,"free":{"v":26.3,"lo":23.8,"hi":28.7,"q":"measured","src":["ms_diffusion"],"h":[12.5,13.2,13.9,14.7,15.4,16.3,17.1,18.0,18.9,19.9,20.8,21.9,22.9,24.0,25.1,26.3],"alt":[{"s":"GWI monthly use","v":88.2,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":57,"d4":4.4},"paid":{"v":20.9,"lo":1.0,"hi":40.9,"q":"modeled","src":[],"h":[6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.3,14.4,15.5,16.8,18.1,19.5,20.9],"rank":41,"d4":5.4},"agentic":{"v":72.3,"lo":65.8,"hi":78.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[45.3,47.2,49.1,51.0,53.0,54.9,56.7,58.6,60.5,62.3,64.1,65.8,67.5,69.2,70.8,72.3],"rank":34,"d4":6.5},"composite":{"v":45.3,"q":"measured","src":[],"h":[22.9,24.2,25.4,26.6,28.0,29.4,30.8,32.2,33.7,35.3,36.8,38.4,40.1,41.8,43.5,45.3],"rank":43,"d4":6.9}},"CHN":{"n":"China","r":"East Asia","num":"156","pop":1406.59,"free":{"v":18.6,"lo":16.1,"hi":21.0,"q":"measured","src":["ms_diffusion"],"h":[11.7,12.0,12.4,12.8,13.2,13.7,14.1,14.6,15.0,15.5,16.0,16.5,17.0,17.5,18.0,18.6],"alt":[{"s":"Gallup weekly use","v":61.6,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":89.4,"u":"% of online adults, monthly","p":"Q2 2026"},{"s":"CNNIC","v":42.8,"u":"% of population, ever used","p":"Dec 2025"}],"rank":83,"d4":2.1},"paid":{"v":18.7,"lo":0,"hi":38.7,"q":"modeled","src":[],"h":[5.4,5.9,6.5,7.0,7.7,8.4,9.1,9.9,10.8,11.7,12.7,13.8,14.9,16.1,17.4,18.7],"rank":53,"d4":4.9},"agentic":{"v":41.5,"lo":35.0,"hi":48.1,"q":"measured","src":["gh_devs","so_agents"],"h":[34.4,34.9,35.4,35.8,36.3,36.7,37.2,37.7,38.2,38.6,39.1,39.6,40.1,40.6,41.0,41.5],"rank":98,"d4":1.9},"composite":{"v":31.1,"q":"measured","src":[],"h":[18.9,19.4,20.1,20.6,21.3,22.1,22.8,23.6,24.4,25.2,26.1,27.0,28.0,29.0,30.0,31.1],"rank":82,"d4":4.1}},"COL":{"n":"Colombia","r":"Latin America","num":"170","pop":53.43,"free":{"v":28.7,"lo":26.3,"hi":31.2,"q":"measured","src":["ms_diffusion"],"h":[11.7,12.5,13.4,14.3,15.2,16.2,17.3,18.4,19.5,20.7,21.9,23.2,24.5,25.9,27.3,28.7],"alt":[{"s":"Gallup weekly use","v":26.7,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":91.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":48,"d4":5.5},"paid":{"v":44.3,"lo":37.8,"hi":50.9,"q":"blended","src":["oecd_ict"],"h":[17.7,19.0,20.5,22.0,23.6,25.2,26.9,28.7,30.6,32.4,34.4,36.3,38.3,40.3,42.3,44.3],"note":"Latest measurement is from 2020; carried forward with its region's growth.","rank":9,"d4":8.0},"agentic":{"v":65.0,"lo":58.5,"hi":71.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[38.6,40.4,42.1,43.9,45.7,47.5,49.3,51.1,52.9,54.7,56.5,58.2,60.0,61.7,63.4,65.0],"rank":53,"d4":6.8},"composite":{"v":56.0,"q":"measured","src":[],"h":[26.3,27.9,29.6,31.3,33.1,35.0,36.9,38.9,40.9,43.0,45.1,47.2,49.4,51.6,53.8,56.0],"rank":26,"d4":8.8}},"COM":{"n":"Comoros","r":"Sub-Saharan Africa","num":"174","pop":0.88,"free":{"v":19.7,"lo":4.7,"hi":34.7,"q":"modeled","src":[],"h":[11.8,12.3,12.8,13.4,13.9,14.4,15.0,15.5,16.0,16.6,17.1,17.6,18.2,18.7,19.2,19.7],"alt":[{"s":"Gallup weekly use","v":6.6,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"d4":2.1},"paid":{"v":10.0,"lo":0,"hi":29.9,"q":"modeled","src":[],"h":[2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.2,10.0],"d4":2.9},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"d4":0.5},"composite":{"v":15.0,"q":"modeled","src":[],"h":[7.2,7.6,8.0,8.4,8.8,9.3,9.8,10.2,10.7,11.2,11.8,12.4,12.9,13.6,14.3,15.0],"d4":2.6}},"COG":{"n":"Congo","r":"Sub-Saharan Africa","num":"178","pop":6.48,"free":{"v":10.2,"lo":5.6,"hi":14.8,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[4.1,4.3,4.6,4.9,5.3,5.6,6.0,6.3,6.8,7.2,7.6,8.1,8.6,9.1,9.6,10.2],"note":"Group estimate shared with neighboring countries in the source.","rank":132,"d4":2.1},"paid":{"v":10.4,"lo":0,"hi":30.3,"q":"modeled","src":[],"h":[2.7,3.0,3.3,3.6,4.0,4.3,4.7,5.2,5.7,6.2,6.8,7.4,8.0,8.8,9.5,10.4],"rank":112,"d4":3.0},"agentic":{"v":22.0,"lo":15.4,"hi":28.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[4.0,4.6,5.2,5.8,6.5,7.4,8.3,9.3,10.4,11.7,13.0,14.5,16.2,18.0,19.9,22.0],"rank":123,"d4":7.5},"composite":{"v":16.9,"q":"blended","src":[],"h":[4.6,5.0,5.5,6.0,6.6,7.2,7.8,8.5,9.4,10.2,11.1,12.1,13.2,14.3,15.5,16.9],"rank":124,"d4":4.8}},"COD":{"n":"DR Congo","r":"Sub-Saharan Africa","num":"180","pop":112.83,"free":{"v":10.2,"lo":5.3,"hi":15.1,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.2,4.5,4.8,5.1,5.5,5.9,6.3,6.7,7.1,7.6,8.1,8.6,9.1,9.6,10.2],"note":"Group estimate shared with neighboring countries in the source.","rank":133,"d4":2.1},"paid":{"v":7.1,"lo":0,"hi":27.1,"q":"modeled","src":[],"h":[1.8,2.0,2.2,2.4,2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1],"rank":147,"d4":2.1},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":146,"d4":0.5},"composite":{"v":8.8,"q":"blended","src":[],"h":[2.9,3.1,3.3,3.6,3.9,4.2,4.6,4.9,5.2,5.7,6.1,6.5,7.0,7.6,8.1,8.8],"rank":151,"d4":2.3}},"CRI":{"n":"Costa Rica","r":"Latin America","num":"188","pop":5.15,"free":{"v":32.0,"lo":29.6,"hi":34.5,"q":"measured","src":["ms_diffusion"],"h":[16.9,17.7,18.5,19.4,20.3,21.3,22.2,23.2,24.2,25.3,26.3,27.4,28.6,29.7,30.9,32.0],"rank":39,"d4":4.6},"paid":{"v":21.8,"lo":1.8,"hi":41.8,"q":"modeled","src":[],"h":[6.5,7.1,7.8,8.5,9.2,10.0,10.9,11.8,12.8,13.9,15.0,16.2,17.5,18.9,20.3,21.8],"rank":38,"d4":5.6},"agentic":{"v":71.7,"lo":65.1,"hi":78.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[48.2,49.9,51.5,53.2,54.9,56.5,58.1,59.8,61.4,62.9,64.5,66.0,67.5,68.9,70.3,71.7],"rank":36,"d4":5.7},"composite":{"v":48.4,"q":"measured","src":[],"h":[26.2,27.4,28.6,29.9,31.2,32.6,34.0,35.4,36.9,38.5,40.0,41.6,43.3,45.0,46.7,48.4],"rank":36,"d4":6.8}},"CIV":{"n":"Cote d'Ivoire","r":"Sub-Saharan Africa","num":"384","pop":32.71,"free":{"v":15.2,"lo":12.7,"hi":17.6,"q":"measured","src":["ms_diffusion"],"h":[6.2,6.6,7.1,7.6,8.1,8.6,9.2,9.7,10.3,11.0,11.6,12.3,13.0,13.7,14.4,15.2],"rank":94,"d4":2.9},"paid":{"v":11.1,"lo":0,"hi":31.1,"q":"modeled","src":[],"h":[3.0,3.3,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.6,9.4,10.2,11.1],"rank":105,"d4":3.2},"agentic":{"v":26.8,"lo":20.2,"hi":33.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[4.0,4.6,5.3,6.1,7.0,8.0,9.1,10.3,11.8,13.3,15.1,17.0,19.2,21.5,24.0,26.8],"rank":117,"d4":9.8},"composite":{"v":21.2,"q":"measured","src":[],"h":[5.8,6.3,6.9,7.6,8.3,9.1,9.9,10.7,11.7,12.8,14.0,15.2,16.6,18.0,19.5,21.2],"rank":114,"d4":6.0}},"HRV":{"n":"Croatia","r":"Europe","num":"191","pop":3.88,"free":{"v":30.0,"lo":27.5,"hi":32.4,"q":"measured","src":["ms_diffusion"],"h":[13.0,13.9,14.7,15.7,16.6,17.6,18.7,19.8,20.9,22.1,23.3,24.6,25.9,27.2,28.6,30.0],"alt":[{"s":"GWI monthly use","v":87.2,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":43,"d4":5.4},"paid":{"v":21.4,"lo":18.2,"hi":24.7,"q":"measured","src":["eurostat_ai"],"h":[8.6,9.2,9.8,10.5,11.1,11.9,12.6,13.4,14.3,15.2,16.1,17.1,18.1,19.2,20.3,21.4],"rank":40,"d4":4.3},"agentic":{"v":73.5,"lo":66.9,"hi":80.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[55.4,56.8,58.1,59.4,60.6,61.9,63.2,64.4,65.6,66.8,68.0,69.1,70.3,71.4,72.5,73.5],"rank":30,"d4":4.4},"composite":{"v":47.8,"q":"measured","src":[],"h":[27.4,28.6,29.7,30.9,32.0,33.3,34.6,35.9,37.3,38.7,40.1,41.6,43.1,44.6,46.2,47.8],"rank":40,"d4":6.2}},"CUB":{"n":"Cuba","r":"Latin America","num":"192","pop":10.94,"free":{"v":7.4,"lo":4.9,"hi":9.8,"q":"measured","src":["ms_diffusion"],"h":[4.0,4.1,4.3,4.5,4.7,4.9,5.1,5.3,5.5,5.8,6.0,6.3,6.5,6.8,7.1,7.4],"rank":154,"d4":1.1},"paid":{"v":15.6,"lo":0,"hi":35.5,"q":"modeled","src":[],"h":[4.4,4.8,5.2,5.7,6.2,6.8,7.4,8.1,8.8,9.6,10.4,11.3,12.3,13.3,14.4,15.6],"rank":67,"d4":4.3},"agentic":{"v":20.7,"lo":14.1,"hi":27.3,"q":"blended","src":["gh_devs"],"h":[10.0,10.5,11.1,11.7,12.3,12.9,13.5,14.2,14.9,15.7,16.4,17.2,18.0,18.9,19.8,20.7],"rank":124,"d4":3.5},"composite":{"v":17.7,"q":"blended","src":[],"h":[7.2,7.6,8.1,8.6,9.1,9.7,10.3,11.0,11.6,12.4,13.1,14.0,14.8,15.7,16.7,17.7],"rank":122,"d4":3.7}},"CUW":{"n":"Curaçao","r":"Latin America","num":"531","pop":0.16,"free":{"v":46.4,"lo":31.4,"hi":61.3,"q":"modeled","src":[],"h":[30.9,32.0,33.1,34.2,35.2,36.3,37.4,38.4,39.5,40.5,41.6,42.6,43.5,44.5,45.4,46.4],"d4":3.8},"paid":{"v":23.4,"lo":3.4,"hi":43.4,"q":"modeled","src":[],"h":[7.1,7.8,8.5,9.2,10.0,10.9,11.8,12.8,13.9,15.0,16.2,17.5,18.9,20.3,21.8,23.4],"d4":5.9},"agentic":{"v":63.4,"lo":56.8,"hi":70.0,"q":"blended","src":["gh_devs"],"h":[40.4,41.9,43.4,45.0,46.5,48.1,49.7,51.2,52.8,54.3,55.9,57.4,58.9,60.4,61.9,63.4],"d4":6.0},"composite":{"v":53.9,"q":"modeled","src":[],"h":[31.1,32.5,33.8,35.2,36.6,38.0,39.5,41.0,42.5,44.0,45.7,47.3,48.9,50.5,52.2,53.9],"d4":6.6}},"CYP":{"n":"Cyprus","r":"Europe","num":"196","pop":1.37,"free":{"v":40.1,"lo":27.4,"hi":52.8,"q":"blended","src":["anthropic_aui"],"h":[20.1,21.2,22.3,23.5,24.7,26.0,27.2,28.6,29.9,31.3,32.7,34.2,35.6,37.1,38.6,40.1],"rank":20,"d4":5.9},"paid":{"v":13.3,"lo":10.0,"hi":16.6,"q":"measured","src":["eurostat_ai"],"h":[5.2,5.6,5.9,6.3,6.8,7.2,7.7,8.2,8.7,9.3,9.9,10.5,11.1,11.8,12.6,13.3],"rank":84,"d4":2.8},"agentic":{"v":83.3,"lo":76.7,"hi":89.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[48.8,51.5,54.3,57.0,59.7,62.3,64.8,67.3,69.7,72.0,74.1,76.2,78.1,80.0,81.7,83.3],"rank":9,"d4":7.1},"composite":{"v":51.7,"q":"measured","src":[],"h":[27.3,28.9,30.4,32.0,33.7,35.3,36.9,38.6,40.2,41.9,43.5,45.2,46.8,48.5,50.1,51.7],"rank":32,"d4":6.5}},"CZE":{"n":"Czechia","r":"Europe","num":"203","pop":10.89,"free":{"v":33.8,"lo":31.4,"hi":36.3,"q":"measured","src":["ms_diffusion"],"h":[16.8,17.7,18.7,19.6,20.6,21.7,22.8,23.9,25.0,26.2,27.4,28.6,29.9,31.2,32.5,33.8],"alt":[{"s":"Gallup weekly use","v":51.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":77.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":32,"d4":5.2},"paid":{"v":27.9,"lo":24.7,"hi":31.2,"q":"measured","src":["eurostat_ai"],"h":[7.8,8.6,9.5,10.4,11.4,12.5,13.6,14.9,16.2,17.6,19.1,20.7,22.4,24.2,26.0,27.9],"rank":27,"d4":7.2},"agentic":{"v":72.8,"lo":66.2,"hi":79.3,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[48.5,50.2,52.0,53.7,55.4,57.1,58.8,60.5,62.2,63.8,65.4,66.9,68.4,69.9,71.4,72.8],"rank":32,"d4":5.9},"composite":{"v":52.7,"q":"measured","src":[],"h":[26.9,28.2,29.7,31.1,32.6,34.2,35.8,37.5,39.3,41.0,42.9,44.7,46.7,48.7,50.7,52.7],"rank":31,"d4":8.0}},"DNK":{"n":"Denmark","r":"Europe","num":"208","pop":6.01,"free":{"v":35.4,"lo":32.9,"hi":37.8,"q":"measured","src":["ms_diffusion"],"h":[16.6,17.6,18.6,19.7,20.8,21.9,23.1,24.3,25.6,26.9,28.2,29.6,31.0,32.4,33.9,35.4],"alt":[{"s":"GWI monthly use","v":75.1,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":26,"d4":5.8},"paid":{"v":53.8,"lo":50.5,"hi":57.0,"q":"measured","src":["eurostat_ai"],"h":[25.1,26.8,28.6,30.4,32.2,34.1,36.1,38.0,40.0,42.0,44.0,46.0,48.0,50.0,51.9,53.8],"rank":1,"d4":7.8},"agentic":{"v":78.8,"lo":72.3,"hi":85.4,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[58.7,60.3,61.8,63.3,64.8,66.2,67.6,69.0,70.4,71.7,73.0,74.2,75.5,76.6,77.8,78.8],"rank":21,"d4":4.6},"composite":{"v":68.2,"q":"measured","src":[],"h":[38.5,40.3,42.1,44.0,45.9,47.9,49.9,51.8,53.9,56.0,58.0,60.1,62.1,64.2,66.2,68.2],"rank":8,"d4":8.1}},"DJI":{"n":"Djibouti","r":"Sub-Saharan Africa","num":"262","pop":1.18,"free":{"v":25.4,"lo":10.5,"hi":40.4,"q":"modeled","src":[],"h":[12.3,13.0,13.7,14.5,15.2,16.1,16.9,17.7,18.6,19.5,20.5,21.4,22.4,23.4,24.4,25.4],"rank":62,"d4":4.0},"paid":{"v":13.0,"lo":0,"hi":32.9,"q":"modeled","src":[],"h":[3.5,3.9,4.2,4.6,5.1,5.5,6.1,6.6,7.2,7.9,8.6,9.3,10.1,11.0,12.0,13.0],"rank":89,"d4":3.7},"agentic":{"v":25.2,"lo":18.6,"hi":31.8,"q":"blended","src":["gh_devs"],"h":[3.1,3.6,4.2,4.9,5.6,6.5,7.6,8.8,10.1,11.6,13.3,15.2,17.4,19.8,22.4,25.2],"rank":120,"d4":10.0},"composite":{"v":26.8,"q":"modeled","src":[],"h":[8.8,9.5,10.2,11.0,11.8,12.8,13.8,14.8,15.9,17.2,18.5,19.9,21.5,23.1,24.9,26.8],"rank":97,"d4":6.9}},"DOM":{"n":"Dominican Republic","r":"Latin America","num":"214","pop":11.52,"free":{"v":27.7,"lo":25.3,"hi":30.2,"q":"measured","src":["ms_diffusion"],"h":[15.3,16.0,16.7,17.4,18.1,18.9,19.7,20.5,21.3,22.2,23.0,23.9,24.9,25.8,26.8,27.7],"rank":51,"d4":3.8},"paid":{"v":18.3,"lo":0,"hi":38.3,"q":"modeled","src":[],"h":[5.3,5.8,6.3,6.9,7.5,8.2,8.9,9.7,10.5,11.4,12.4,13.4,14.5,15.7,17.0,18.3],"rank":54,"d4":4.9},"agentic":{"v":54.0,"lo":47.5,"hi":60.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[25.9,27.5,29.1,30.8,32.6,34.4,36.2,38.1,40.0,42.0,44.0,46.0,48.0,50.0,52.0,54.0],"rank":78,"d4":8.0},"composite":{"v":39.2,"q":"measured","src":[],"h":[18.1,19.1,20.2,21.4,22.6,23.9,25.2,26.5,27.9,29.4,30.9,32.4,34.1,35.8,37.5,39.2],"rank":61,"d4":6.8}},"ECU":{"n":"Ecuador","r":"Latin America","num":"218","pop":18.29,"free":{"v":22.0,"lo":19.5,"hi":24.5,"q":"measured","src":["ms_diffusion"],"h":[11.4,12.0,12.6,13.1,13.8,14.4,15.1,15.7,16.4,17.2,17.9,18.7,19.5,20.3,21.1,22.0],"alt":[{"s":"Gallup weekly use","v":30.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":71,"d4":3.3},"paid":{"v":15.4,"lo":0,"hi":35.4,"q":"modeled","src":[],"h":[4.3,4.7,5.2,5.6,6.2,6.7,7.3,8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.3,15.4],"rank":71,"d4":4.2},"agentic":{"v":54.3,"lo":47.8,"hi":60.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[27.5,29.0,30.6,32.3,34.0,35.7,37.5,39.3,41.1,42.9,44.8,46.7,48.6,50.5,52.4,54.3],"rank":76,"d4":7.6},"composite":{"v":35.0,"q":"measured","src":[],"h":[16.1,17.1,18.1,19.0,20.2,21.3,22.4,23.6,24.9,26.2,27.5,29.0,30.4,31.9,33.4,35.0],"rank":74,"d4":6.0}},"EGY":{"n":"Egypt","r":"Middle East & N. Africa","num":"818","pop":118.37,"free":{"v":17.1,"lo":14.6,"hi":19.5,"q":"measured","src":["ms_diffusion"],"h":[7.9,8.3,8.8,9.3,9.8,10.3,10.9,11.5,12.1,12.7,13.4,14.1,14.8,15.5,16.3,17.1],"alt":[{"s":"Gallup weekly use","v":14.5,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":92.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":85,"d4":3.0},"paid":{"v":10.3,"lo":0,"hi":30.3,"q":"modeled","src":[],"h":[4.0,4.3,4.6,4.9,5.2,5.5,5.9,6.3,6.7,7.1,7.6,8.1,8.6,9.1,9.7,10.3],"rank":114,"d4":2.2},"agentic":{"v":46.0,"lo":39.4,"hi":52.5,"q":"measured","src":["gh_devs","claude_coding"],"h":[20.1,21.5,22.9,24.3,25.8,27.4,29.1,30.8,32.5,34.3,36.2,38.1,40.0,42.0,44.0,46.0],"rank":91,"d4":7.9},"composite":{"v":27.5,"q":"measured","src":[],"h":[12.0,12.8,13.6,14.4,15.2,16.1,17.1,18.1,19.1,20.2,21.4,22.5,23.7,24.9,26.2,27.5],"rank":94,"d4":5.0}},"SLV":{"n":"El Salvador","r":"Latin America","num":"222","pop":6.37,"free":{"v":22.9,"lo":20.5,"hi":25.4,"q":"measured","src":["ms_diffusion"],"h":[7.1,7.8,8.5,9.3,10.1,10.9,11.9,12.9,13.9,15.0,16.2,17.5,18.8,20.1,21.5,22.9],"rank":68,"d4":5.4},"paid":{"v":14.4,"lo":0,"hi":34.3,"q":"modeled","src":[],"h":[4.0,4.3,4.7,5.2,5.7,6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.3,14.4],"rank":78,"d4":4.0},"agentic":{"v":54.7,"lo":48.2,"hi":61.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[30.1,31.5,33.1,34.6,36.2,37.8,39.4,41.1,42.7,44.4,46.1,47.8,49.6,51.3,53.0,54.7],"rank":74,"d4":6.9},"composite":{"v":35.1,"q":"measured","src":[],"h":[14.6,15.5,16.5,17.6,18.8,19.9,21.2,22.5,23.8,25.2,26.7,28.3,29.9,31.5,33.3,35.1],"rank":72,"d4":6.8}},"GNQ":{"n":"Equatorial Guinea","r":"Sub-Saharan Africa","num":"226","pop":1.94,"free":{"v":32.1,"lo":17.1,"hi":47.0,"q":"modeled","src":[],"h":[17.3,18.2,19.1,20.0,20.9,21.8,22.8,23.8,24.8,25.8,26.8,27.9,28.9,30.0,31.0,32.1],"rank":38,"d4":4.2},"paid":{"v":15.5,"lo":0,"hi":35.5,"q":"modeled","src":[],"h":[4.3,4.7,5.2,5.7,6.2,6.7,7.4,8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.3,15.5],"rank":69,"d4":4.3},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":147,"d4":0.5},"composite":{"v":23.9,"q":"modeled","src":[],"h":[10.8,11.4,12.2,12.8,13.6,14.3,15.1,15.9,16.8,17.6,18.6,19.6,20.5,21.6,22.7,23.9],"rank":105,"d4":4.3}},"ERI":{"n":"Eritrea","r":"Sub-Saharan Africa","num":"232","pop":3.61,"free":{"v":8.8,"lo":3.9,"hi":13.7,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.8,6.2,6.5,6.9,7.2,7.6,8.0,8.4,8.8],"note":"Group estimate shared with neighboring countries in the source.","rank":142,"d4":1.6},"paid":{"v":6.7,"lo":0,"hi":26.6,"q":"modeled","src":[],"h":[1.7,1.9,2.1,2.3,2.5,2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7],"rank":151,"d4":2.0},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":148,"d4":0.5},"composite":{"v":7.9,"q":"blended","src":[],"h":[2.8,3.0,3.3,3.5,3.7,4.0,4.2,4.5,4.9,5.2,5.6,6.0,6.3,6.8,7.3,7.9],"rank":157,"d4":1.9}},"EST":{"n":"Estonia","r":"Europe","num":"233","pop":1.37,"free":{"v":40.6,"lo":27.9,"hi":53.3,"q":"blended","src":["anthropic_aui"],"h":[20.2,21.3,22.5,23.7,24.9,26.2,27.5,28.8,30.2,31.6,33.1,34.5,36.0,37.5,39.1,40.6],"rank":18,"d4":6.1},"paid":{"v":37.0,"lo":33.7,"hi":40.3,"q":"measured","src":["eurostat_ai"],"h":[9.9,10.9,12.1,13.4,14.8,16.3,17.9,19.6,21.5,23.4,25.5,27.6,29.8,32.2,34.6,37.0],"rank":15,"d4":9.4},"agentic":{"v":89.1,"lo":82.5,"hi":95.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[58.1,60.9,63.7,66.4,69.0,71.5,73.8,76.0,78.1,80.1,81.9,83.6,85.1,86.6,87.9,89.1],"rank":3,"d4":5.5},"composite":{"v":65.5,"q":"measured","src":[],"h":[32.5,34.4,36.4,38.5,40.5,42.7,44.8,47.0,49.3,51.5,53.9,56.1,58.4,60.8,63.2,65.5],"rank":12,"d4":9.4}},"SWZ":{"n":"Eswatini","r":"Sub-Saharan Africa","num":"748","pop":1.26,"free":{"v":26.2,"lo":11.2,"hi":41.2,"q":"modeled","src":[],"h":[13.0,13.7,14.4,15.2,16.0,16.8,17.6,18.5,19.4,20.3,21.3,22.2,23.2,24.2,25.2,26.2],"rank":59,"d4":4.0},"paid":{"v":13.2,"lo":0,"hi":33.1,"q":"modeled","src":[],"h":[3.6,3.9,4.3,4.7,5.2,5.6,6.2,6.7,7.3,8.0,8.7,9.5,10.3,11.2,12.2,13.2],"rank":86,"d4":3.7},"agentic":{"v":30.1,"lo":23.6,"hi":36.7,"q":"blended","src":["gh_devs"],"h":[6.2,7.0,7.8,8.8,9.8,11.0,12.3,13.7,15.2,16.9,18.7,20.7,22.9,25.1,27.6,30.1],"rank":113,"d4":9.4},"composite":{"v":28.7,"q":"modeled","src":[],"h":[10.2,10.9,11.7,12.6,13.5,14.5,15.6,16.7,17.9,19.2,20.6,22.1,23.6,25.2,27.0,28.7],"rank":91,"d4":6.6}},"ETH":{"n":"Ethiopia","r":"Sub-Saharan Africa","num":"231","pop":135.47,"free":{"v":8.8,"lo":3.9,"hi":13.7,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.8,6.2,6.5,6.9,7.2,7.6,8.0,8.4,8.8],"note":"Group estimate shared with neighboring countries in the source.","rank":143,"d4":1.6},"paid":{"v":7.4,"lo":0,"hi":27.4,"q":"modeled","src":[],"h":[1.9,2.1,2.3,2.5,2.8,3.0,3.3,3.6,4.0,4.4,4.8,5.2,5.7,6.2,6.8,7.4],"rank":145,"d4":2.2},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":149,"d4":0.5},"composite":{"v":8.3,"q":"blended","src":[],"h":[2.9,3.1,3.4,3.6,3.9,4.1,4.4,4.7,5.1,5.4,5.8,6.2,6.7,7.1,7.7,8.3],"rank":154,"d4":2.1}},"FJI":{"n":"Fiji","r":"Oceania","num":"242","pop":0.93,"free":{"v":31.4,"lo":16.4,"hi":46.4,"q":"modeled","src":[],"h":[15.4,16.2,17.1,18.1,19.0,20.0,21.0,22.1,23.2,24.3,25.4,26.6,27.7,28.9,30.2,31.4],"d4":4.8},"paid":{"v":15.7,"lo":0,"hi":35.7,"q":"modeled","src":[],"h":[4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2,8.9,9.7,10.5,11.4,12.4,13.4,14.5,15.7],"d4":4.3},"agentic":{"v":42.3,"lo":35.8,"hi":48.9,"q":"blended","src":["gh_devs"],"h":[17.7,18.9,20.2,21.6,23.0,24.5,26.0,27.6,29.3,31.0,32.8,34.6,36.5,38.4,40.3,42.3],"d4":7.7},"composite":{"v":36.2,"q":"modeled","src":[],"h":[15.2,16.2,17.3,18.4,19.6,20.8,22.1,23.4,24.8,26.3,27.8,29.4,31.0,32.7,34.4,36.2],"d4":6.8}},"FIN":{"n":"Finland","r":"Europe","num":"246","pop":5.65,"free":{"v":33.1,"lo":30.7,"hi":35.6,"q":"measured","src":["ms_diffusion"],"h":[16.9,17.7,18.6,19.5,20.5,21.5,22.5,23.6,24.7,25.8,27.0,28.2,29.4,30.6,31.9,33.1],"rank":35,"d4":4.9},"paid":{"v":49.9,"lo":46.6,"hi":53.2,"q":"measured","src":["eurostat_ai"],"h":[21.6,23.1,24.8,26.5,28.3,30.1,32.0,33.9,35.8,37.8,39.8,41.9,43.9,45.9,47.9,49.9],"rank":3,"d4":8.0},"agentic":{"v":74.8,"lo":68.2,"hi":81.4,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[49.5,51.4,53.2,55.0,56.8,58.7,60.4,62.2,63.9,65.6,67.2,68.8,70.4,71.9,73.4,74.8],"rank":26,"d4":6.0},"composite":{"v":63.9,"q":"measured","src":[],"h":[34.1,35.8,37.7,39.5,41.4,43.4,45.4,47.4,49.4,51.5,53.6,55.7,57.8,59.8,61.9,63.9],"rank":15,"d4":8.2}},"FRA":{"n":"France","r":"Europe","num":"250","pop":68.72,"free":{"v":53.9,"lo":51.4,"hi":56.3,"q":"measured","src":["ms_diffusion"],"h":[22.5,24.3,26.1,28.0,30.0,32.1,34.2,36.3,38.5,40.7,43.0,45.2,47.4,49.6,51.8,53.9],"alt":[{"s":"GWI monthly use","v":67.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":4,"d4":8.7},"paid":{"v":29.0,"lo":25.7,"hi":32.3,"q":"measured","src":["eurostat_ai"],"h":[8.0,8.8,9.6,10.6,11.6,12.8,14.0,15.3,16.7,18.2,19.7,21.4,23.2,25.0,27.0,29.0],"rank":24,"d4":7.6},"agentic":{"v":73.0,"lo":66.5,"hi":79.6,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[50.8,52.4,54.0,55.6,57.2,58.8,60.3,61.9,63.4,64.8,66.3,67.7,69.1,70.4,71.8,73.0],"rank":31,"d4":5.3},"composite":{"v":63.4,"q":"measured","src":[],"h":[30.5,32.3,34.1,36.0,38.0,40.1,42.2,44.4,46.6,48.9,51.2,53.6,56.0,58.4,60.9,63.4],"rank":16,"d4":9.8}},"PYF":{"n":"French Polynesia","r":"Oceania","num":"258","pop":0.28,"free":{"v":46.1,"lo":31.1,"hi":61.1,"q":"modeled","src":[],"h":[28.2,29.4,30.6,31.8,33.0,34.2,35.5,36.7,37.9,39.1,40.3,41.5,42.7,43.9,45.0,46.1],"d4":4.6},"paid":{"v":23.4,"lo":3.5,"hi":43.4,"q":"modeled","src":[],"h":[7.1,7.8,8.5,9.2,10.0,10.9,11.8,12.8,13.9,15.0,16.3,17.5,18.9,20.3,21.8,23.4],"d4":5.9},"agentic":{"v":54.8,"lo":48.2,"hi":61.3,"q":"blended","src":["gh_devs"],"h":[31.5,32.9,34.3,35.8,37.3,38.8,40.4,41.9,43.5,45.1,46.7,48.3,50.0,51.6,53.2,54.8],"d4":6.5},"composite":{"v":51.2,"q":"modeled","src":[],"h":[27.1,28.5,29.8,31.2,32.7,34.2,35.8,37.3,38.9,40.6,42.3,44.0,45.8,47.6,49.4,51.2],"d4":7.2}},"GAB":{"n":"Gabon","r":"Sub-Saharan Africa","num":"266","pop":2.59,"free":{"v":17.5,"lo":15.0,"hi":19.9,"q":"measured","src":["ms_diffusion"],"h":[7.3,7.8,8.3,8.8,9.3,9.9,10.5,11.2,11.9,12.6,13.3,14.1,14.9,15.7,16.6,17.5],"alt":[{"s":"Gallup weekly use","v":26.3,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":84,"d4":3.4},"paid":{"v":15.6,"lo":0,"hi":35.5,"q":"modeled","src":[],"h":[4.4,4.8,5.2,5.7,6.2,6.8,7.4,8.1,8.8,9.6,10.4,11.3,12.3,13.3,14.4,15.6],"rank":68,"d4":4.3},"agentic":{"v":30.0,"lo":23.5,"hi":36.6,"q":"blended","src":["gh_devs"],"h":[5.6,6.4,7.2,8.2,9.2,10.3,11.6,13.1,14.6,16.3,18.2,20.2,22.4,24.8,27.3,30.0],"rank":114,"d4":9.8},"composite":{"v":25.6,"q":"blended","src":[],"h":[7.5,8.2,8.9,9.7,10.5,11.4,12.4,13.6,14.7,16.0,17.3,18.8,20.3,21.9,23.7,25.6],"rank":99,"d4":6.8}},"GMB":{"n":"Gambia","r":"Sub-Saharan Africa","num":"270","pop":2.82,"free":{"v":12.0,"lo":9.5,"hi":14.4,"q":"measured","src":["ms_diffusion"],"h":[8.8,9.0,9.2,9.4,9.6,9.8,10.0,10.2,10.4,10.6,10.8,11.1,11.3,11.5,11.7,12.0],"rank":108,"d4":0.9},"paid":{"v":7.8,"lo":0,"hi":27.8,"q":"modeled","src":[],"h":[2.0,2.2,2.4,2.7,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.6,7.2,7.8],"rank":140,"d4":2.3},"agentic":{"v":13.9,"lo":7.3,"hi":20.5,"q":"blended","src":["gh_devs"],"h":[0.4,0.6,0.7,0.9,1.1,1.4,1.8,2.3,2.9,3.7,4.6,5.8,7.3,9.1,11.3,13.9],"rank":131,"d4":8.1},"composite":{"v":14.1,"q":"blended","src":[],"h":[5.5,5.8,6.0,6.3,6.6,6.9,7.3,7.7,8.2,8.7,9.3,10.0,10.8,11.8,12.8,14.1],"rank":129,"d4":4.1}},"GEO":{"n":"Georgia","r":"Eurasia","num":"268","pop":3.94,"free":{"v":23.8,"lo":21.4,"hi":26.3,"q":"measured","src":["ms_diffusion"],"h":[10.6,11.2,11.9,12.6,13.4,14.1,14.9,15.8,16.7,17.6,18.5,19.5,20.5,21.6,22.7,23.8],"rank":65,"d4":4.3},"paid":{"v":17.1,"lo":0,"hi":37.1,"q":"modeled","src":[],"h":[4.9,5.3,5.8,6.4,6.9,7.6,8.2,9.0,9.8,10.6,11.5,12.5,13.6,14.7,15.9,17.1],"rank":57,"d4":4.6},"agentic":{"v":74.1,"lo":67.5,"hi":80.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[51.6,53.2,54.9,56.5,58.1,59.7,61.3,62.8,64.3,65.8,67.3,68.7,70.1,71.5,72.8,74.1],"rank":29,"d4":5.4},"composite":{"v":42.7,"q":"measured","src":[],"h":[23.2,24.2,25.3,26.4,27.6,28.8,29.9,31.2,32.5,33.8,35.2,36.6,38.1,39.6,41.1,42.7],"rank":52,"d4":6.1}},"DEU":{"n":"Germany","r":"Europe","num":"276","pop":83.49,"free":{"v":35.3,"lo":32.8,"hi":37.7,"q":"measured","src":["ms_diffusion"],"h":[16.5,17.5,18.5,19.6,20.7,21.8,23.0,24.2,25.5,26.8,28.1,29.5,30.9,32.3,33.8,35.3],"alt":[{"s":"GWI monthly use","v":75.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":28,"d4":5.8},"paid":{"v":37.8,"lo":34.5,"hi":41.1,"q":"measured","src":["eurostat_ai"],"h":[12.9,14.0,15.2,16.5,17.9,19.4,20.9,22.5,24.2,26.0,27.8,29.7,31.7,33.7,35.7,37.8],"rank":14,"d4":8.1},"agentic":{"v":72.7,"lo":66.2,"hi":79.3,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[48.3,50.0,51.8,53.5,55.2,57.0,58.7,60.4,62.0,63.7,65.3,66.8,68.4,69.9,71.3,72.7],"rank":33,"d4":5.9},"composite":{"v":58.4,"q":"measured","src":[],"h":[29.2,30.8,32.4,34.1,35.9,37.7,39.6,41.5,43.4,45.5,47.5,49.6,51.8,54.0,56.1,58.4],"rank":21,"d4":8.8}},"GHA":{"n":"Ghana","r":"Sub-Saharan Africa","num":"288","pop":35.06,"free":{"v":11.8,"lo":7.2,"hi":16.4,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[6.4,6.7,7.0,7.3,7.6,7.9,8.2,8.6,8.9,9.3,9.7,10.1,10.5,10.9,11.3,11.8],"note":"Group estimate shared with neighboring countries in the source.","alt":[{"s":"Gallup weekly use","v":20.5,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":35.8,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":110,"d4":1.7},"paid":{"v":11.7,"lo":0,"hi":31.7,"q":"modeled","src":[],"h":[3.1,3.4,3.8,4.1,4.5,4.9,5.4,5.9,6.4,7.0,7.7,8.4,9.1,9.9,10.8,11.7],"rank":101,"d4":3.3},"agentic":{"v":39.6,"lo":33.1,"hi":46.2,"q":"measured","src":["gh_devs","claude_coding"],"h":[14.2,15.4,16.6,17.9,19.3,20.8,22.3,24.0,25.7,27.5,29.3,31.3,33.3,35.4,37.5,39.6],"rank":101,"d4":8.3},"composite":{"v":23.6,"q":"blended","src":[],"h":[9.0,9.7,10.4,11.1,11.8,12.6,13.5,14.4,15.4,16.4,17.5,18.6,19.8,21.0,22.3,23.6],"rank":108,"d4":5.0}},"GRC":{"n":"Greece","r":"Europe","num":"300","pop":10.41,"free":{"v":23.5,"lo":21.0,"hi":25.9,"q":"measured","src":["ms_diffusion"],"h":[11.5,12.1,12.8,13.4,14.1,14.8,15.5,16.3,17.1,17.9,18.8,19.7,20.6,21.5,22.5,23.5],"alt":[{"s":"GWI monthly use","v":89.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":67,"d4":3.8},"paid":{"v":13.4,"lo":10.1,"hi":16.7,"q":"measured","src":["eurostat_ai"],"h":[4.7,5.1,5.4,5.8,6.3,6.7,7.2,7.8,8.3,8.9,9.6,10.2,11.0,11.7,12.5,13.4],"rank":83,"d4":3.2},"agentic":{"v":64.4,"lo":57.8,"hi":71.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[45.8,47.1,48.3,49.6,50.9,52.1,53.4,54.7,55.9,57.2,58.4,59.6,60.8,62.0,63.2,64.4],"rank":55,"d4":4.8},"composite":{"v":37.8,"q":"measured","src":[],"h":[21.8,22.7,23.6,24.5,25.5,26.4,27.4,28.5,29.5,30.6,31.7,32.8,34.0,35.2,36.5,37.8],"rank":64,"d4":5.0}},"GRD":{"n":"Grenada","r":"Latin America","num":"308","pop":0.12,"free":{"v":38.8,"lo":23.9,"hi":53.8,"q":"modeled","src":[],"h":[22.6,23.6,24.6,25.7,26.7,27.8,28.9,30.0,31.1,32.2,33.3,34.4,35.5,36.6,37.7,38.8],"d4":4.4},"paid":{"v":19.1,"lo":0,"hi":39.1,"q":"modeled","src":[],"h":[5.5,6.1,6.6,7.2,7.9,8.6,9.3,10.1,11.0,12.0,13.0,14.1,15.2,16.4,17.7,19.1],"d4":5.0},"agentic":{"v":58.5,"lo":52.0,"hi":65.1,"q":"blended","src":["gh_devs"],"h":[39.4,40.6,41.9,43.2,44.4,45.7,47.0,48.3,49.6,50.9,52.1,53.4,54.7,56.0,57.3,58.5],"d4":5.1},"composite":{"v":46.5,"q":"modeled","src":[],"h":[25.9,27.0,28.2,29.4,30.6,31.9,33.2,34.5,35.9,37.4,38.8,40.3,41.8,43.3,44.9,46.5],"d4":6.2}},"GUM":{"n":"Guam","r":"Oceania","num":"316","pop":0.17,"free":{"v":53.1,"lo":38.1,"hi":68.1,"q":"modeled","src":[],"h":[33.4,34.8,36.1,37.5,38.8,40.2,41.5,42.9,44.2,45.5,46.9,48.2,49.4,50.7,51.9,53.1],"d4":4.9},"paid":{"v":28.8,"lo":8.8,"hi":48.7,"q":"modeled","src":[],"h":[9.3,10.1,11.0,12.0,13.0,14.1,15.2,16.4,17.7,19.1,20.5,22.0,23.6,25.3,27.0,28.8],"d4":6.8},"agentic":{"v":64.5,"lo":57.9,"hi":71.0,"q":"blended","src":["gh_devs"],"h":[49.9,50.9,51.9,52.9,53.9,54.9,55.9,56.9,57.9,58.8,59.8,60.7,61.7,62.6,63.5,64.5],"d4":3.8},"composite":{"v":60.3,"q":"modeled","src":[],"h":[36.3,37.7,39.1,40.6,42.1,43.6,45.1,46.7,48.3,49.9,51.6,53.3,55.0,56.8,58.5,60.3],"d4":7.0}},"GTM":{"n":"Guatemala","r":"Latin America","num":"320","pop":18.69,"free":{"v":19.2,"lo":16.7,"hi":21.6,"q":"measured","src":["ms_diffusion"],"h":[8.1,8.6,9.2,9.8,10.4,11.0,11.7,12.4,13.2,13.9,14.7,15.6,16.4,17.3,18.2,19.2],"rank":81,"d4":3.6},"paid":{"v":14.5,"lo":0,"hi":34.5,"q":"modeled","src":[],"h":[4.0,4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2,8.9,9.7,10.5,11.4,12.4,13.4,14.5],"rank":77,"d4":4.0},"agentic":{"v":41.4,"lo":34.8,"hi":47.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[19.1,20.3,21.5,22.7,24.0,25.4,26.8,28.2,29.7,31.3,32.9,34.5,36.2,37.9,39.6,41.4],"rank":99,"d4":6.9},"composite":{"v":29.3,"q":"measured","src":[],"h":[11.8,12.6,13.5,14.4,15.3,16.3,17.3,18.4,19.6,20.8,22.1,23.4,24.8,26.2,27.7,29.3],"rank":87,"d4":5.9}},"GIN":{"n":"Guinea","r":"Sub-Saharan Africa","num":"324","pop":15.1,"free":{"v":11.3,"lo":6.3,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.8,6.0,6.4,6.7,7.0,7.3,7.7,8.0,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":114,"d4":1.7},"paid":{"v":9.4,"lo":0,"hi":29.3,"q":"modeled","src":[],"h":[2.5,2.7,3.0,3.2,3.5,3.9,4.3,4.7,5.1,5.6,6.1,6.6,7.2,7.9,8.6,9.4],"rank":121,"d4":2.8},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":150,"d4":0.5},"composite":{"v":10.5,"q":"blended","src":[],"h":[4.1,4.4,4.7,5.0,5.2,5.6,6.0,6.3,6.8,7.2,7.7,8.1,8.6,9.2,9.8,10.5],"rank":138,"d4":2.4}},"GNB":{"n":"Guinea-Bissau","r":"Sub-Saharan Africa","num":"624","pop":2.25,"free":{"v":11.3,"lo":6.3,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.7,6.0,6.3,6.6,7.0,7.3,7.7,8.0,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":115,"d4":1.7},"paid":{"v":8.0,"lo":0,"hi":28.0,"q":"modeled","src":[],"h":[2.1,2.3,2.5,2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.2,5.6,6.2,6.7,7.3,8.0],"rank":138,"d4":2.4},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":151,"d4":0.5},"composite":{"v":9.8,"q":"blended","src":[],"h":[3.9,4.2,4.4,4.6,5.0,5.3,5.7,6.0,6.4,6.8,7.2,7.6,8.1,8.6,9.1,9.8],"rank":145,"d4":2.2}},"GUY":{"n":"Guyana","r":"Latin America","num":"328","pop":0.84,"free":{"v":12.9,"lo":8.0,"hi":17.8,"q":"blended","src":["ms_diffusion"],"h":[4.5,4.9,5.3,5.6,6.1,6.5,7.0,7.5,8.0,8.6,9.2,9.9,10.6,11.3,12.1,12.9],"note":"Group estimate shared with neighboring countries in the source.","d4":3.0},"paid":{"v":22.8,"lo":2.8,"hi":42.7,"q":"modeled","src":[],"h":[6.9,7.5,8.2,8.9,9.7,10.5,11.4,12.4,13.5,14.6,15.8,17.0,18.3,19.7,21.2,22.8],"d4":5.8},"agentic":{"v":44.2,"lo":37.7,"hi":50.8,"q":"blended","src":["gh_devs"],"h":[24.6,25.7,26.9,28.1,29.3,30.5,31.8,33.1,34.4,35.7,37.1,38.5,39.9,41.3,42.8,44.2],"d4":5.7},"composite":{"v":31.1,"q":"blended","src":[],"h":[13.1,13.9,14.8,15.7,16.7,17.6,18.7,19.9,21.1,22.3,23.6,25.0,26.4,27.9,29.5,31.1],"d4":6.1}},"HTI":{"n":"Haiti","r":"Latin America","num":"332","pop":11.91,"free":{"v":9.1,"lo":4.5,"hi":13.7,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.8,4.0,4.3,4.6,4.9,5.1,5.5,5.8,6.1,6.5,6.9,7.3,7.7,8.2,8.6,9.1],"note":"Group estimate shared with neighboring countries in the source.","rank":139,"d4":1.8},"paid":{"v":10.5,"lo":0,"hi":30.5,"q":"modeled","src":[],"h":[2.8,3.1,3.4,3.7,4.0,4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2,8.9,9.7,10.5],"rank":110,"d4":3.0},"agentic":{"v":11.9,"lo":5.4,"hi":18.5,"q":"measured","src":["gh_devs","claude_coding"],"h":[1.4,1.7,1.9,2.2,2.6,3.0,3.4,4.0,4.6,5.3,6.0,6.9,8.0,9.1,10.5,11.9],"rank":132,"d4":5.0},"composite":{"v":13.4,"q":"blended","src":[],"h":[3.7,4.1,4.4,4.8,5.2,5.7,6.2,6.8,7.3,8.0,8.7,9.5,10.3,11.3,12.3,13.4],"rank":132,"d4":3.9}},"HND":{"n":"Honduras","r":"Latin America","num":"340","pop":11.01,"free":{"v":15.6,"lo":13.1,"hi":18.0,"q":"measured","src":["ms_diffusion"],"h":[8.8,9.1,9.5,9.9,10.3,10.7,11.1,11.6,12.0,12.5,13.0,13.5,14.0,14.5,15.0,15.6],"rank":92,"d4":2.1},"paid":{"v":12.0,"lo":0,"hi":32.0,"q":"modeled","src":[],"h":[3.2,3.5,3.9,4.2,4.6,5.1,5.6,6.1,6.6,7.2,7.9,8.6,9.3,10.2,11.1,12.0],"rank":99,"d4":3.4},"agentic":{"v":37.1,"lo":30.5,"hi":43.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[13.7,14.7,15.9,17.1,18.4,19.7,21.1,22.6,24.2,25.8,27.6,29.3,31.2,33.1,35.1,37.1],"rank":105,"d4":7.8},"composite":{"v":24.9,"q":"measured","src":[],"h":[10.1,10.7,11.5,12.2,13.0,13.8,14.7,15.6,16.6,17.6,18.7,19.8,21.0,22.3,23.6,24.9],"rank":102,"d4":5.1}},"HKG":{"n":"Hong Kong","r":"East Asia","num":"344","pop":7.5,"ll":[114.17,22.32],"free":{"v":57.0,"lo":42.1,"hi":72.0,"q":"modeled","src":[],"h":[26.6,28.4,30.3,32.2,34.2,36.2,38.2,40.3,42.4,44.6,46.7,48.8,50.9,53.0,55.0,57.0],"alt":[{"s":"GWI monthly use","v":83.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":3,"d4":8.2},"paid":{"v":32.4,"lo":12.4,"hi":52.3,"q":"modeled","src":[],"h":[11.0,11.9,12.9,14.0,15.1,16.3,17.6,19.0,20.4,21.9,23.5,25.2,26.9,28.7,30.5,32.4],"rank":18,"d4":7.2},"agentic":{"v":97.5,"lo":91.0,"hi":100,"q":"blended","src":["gh_devs"],"h":[89.4,90.4,91.2,92.0,92.7,93.4,94.0,94.6,95.1,95.5,96.0,96.3,96.7,97.0,97.3,97.5],"rank":1,"d4":1.2},"composite":{"v":73.9,"q":"modeled","src":[],"h":[45.6,47.3,49.0,50.7,52.5,54.3,56.1,58.0,59.9,61.9,63.9,65.9,67.9,70.0,71.9,73.9],"rank":4,"d4":8.0}},"HUN":{"n":"Hungary","r":"Europe","num":"348","pop":9.51,"free":{"v":36.0,"lo":33.6,"hi":38.5,"q":"measured","src":["ms_diffusion"],"h":[18.3,19.2,20.2,21.2,22.3,23.4,24.5,25.7,26.9,28.1,29.4,30.6,32.0,33.3,34.7,36.0],"alt":[{"s":"GWI monthly use","v":80.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":25,"d4":5.4},"paid":{"v":16.5,"lo":13.2,"hi":19.8,"q":"measured","src":["eurostat_ai"],"h":[4.9,5.3,5.8,6.3,6.9,7.5,8.1,8.8,9.6,10.4,11.2,12.2,13.2,14.2,15.3,16.5],"rank":61,"d4":4.3},"agentic":{"v":63.1,"lo":56.5,"hi":69.7,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[45.5,46.7,47.9,49.1,50.3,51.5,52.7,53.8,55.0,56.2,57.4,58.6,59.7,60.9,62.0,63.1],"rank":57,"d4":4.5},"composite":{"v":45.2,"q":"measured","src":[],"h":[25.2,26.3,27.4,28.5,29.7,30.9,32.1,33.4,34.8,36.1,37.5,39.0,40.5,42.0,43.6,45.2],"rank":44,"d4":6.2}},"ISL":{"n":"Iceland","r":"Europe","num":"352","pop":0.39,"free":{"v":43.1,"lo":30.4,"hi":55.9,"q":"blended","src":["anthropic_aui"],"h":[22.0,23.1,24.4,25.6,26.9,28.3,29.6,31.0,32.5,33.9,35.4,36.9,38.5,40.0,41.6,43.1],"d4":6.2},"paid":{"v":35.3,"lo":15.3,"hi":55.3,"q":"modeled","src":[],"h":[12.4,13.4,14.5,15.7,17.0,18.3,19.7,21.2,22.7,24.3,26.0,27.8,29.6,31.4,33.3,35.3],"d4":7.5},"agentic":{"v":90.7,"lo":84.1,"hi":97.2,"q":"measured","src":["gh_devs","claude_coding"],"h":[68.0,70.2,72.2,74.2,76.1,77.9,79.6,81.2,82.7,84.1,85.4,86.6,87.7,88.8,89.8,90.7],"d4":4.1},"composite":{"v":66.4,"q":"blended","src":[],"h":[37.6,39.3,41.1,42.9,44.8,46.7,48.5,50.5,52.4,54.3,56.3,58.3,60.4,62.3,64.4,66.4],"d4":8.1}},"IND":{"n":"India","r":"South Asia","num":"356","pop":1463.87,"free":{"v":20.7,"lo":18.3,"hi":23.2,"q":"measured","src":["ms_diffusion"],"h":[7.9,8.5,9.1,9.8,10.5,11.2,12.0,12.8,13.6,14.5,15.5,16.4,17.4,18.5,19.6,20.7],"alt":[{"s":"GWI monthly use","v":84.8,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":75,"d4":4.3},"paid":{"v":28.1,"lo":24.8,"hi":31.4,"q":"measured","src":["wbes_in"],"h":[9.0,9.8,10.7,11.6,12.6,13.6,14.7,15.9,17.2,18.5,20.0,21.4,23.0,24.6,26.3,28.1],"rank":26,"d4":6.7},"agentic":{"v":46.8,"lo":40.2,"hi":53.4,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[22.9,24.2,25.5,26.9,28.4,29.9,31.4,33.0,34.6,36.3,38.0,39.7,41.4,43.2,45.0,46.8],"rank":90,"d4":7.1},"composite":{"v":38.4,"q":"measured","src":[],"h":[15.3,16.4,17.5,18.8,20.1,21.4,22.8,24.2,25.8,27.4,29.1,30.8,32.6,34.5,36.5,38.4],"rank":62,"d4":7.6}},"IDN":{"n":"Indonesia","r":"Southeast Asia","num":"360","pop":285.72,"free":{"v":16.4,"lo":13.9,"hi":18.9,"q":"measured","src":["ms_diffusion"],"h":[7.1,7.6,8.0,8.5,9.0,9.5,10.1,10.7,11.3,11.9,12.6,13.3,14.0,14.8,15.6,16.4],"alt":[{"s":"Gallup weekly use","v":20.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":94.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":88,"d4":3.1},"paid":{"v":13.6,"lo":0,"hi":33.5,"q":"modeled","src":[],"h":[3.7,4.1,4.5,4.9,5.3,5.8,6.4,6.9,7.6,8.2,9.0,9.8,10.6,11.5,12.5,13.6],"rank":81,"d4":3.8},"agentic":{"v":47.8,"lo":41.2,"hi":54.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[26.6,27.8,29.1,30.4,31.7,33.1,34.4,35.8,37.3,38.7,40.2,41.7,43.2,44.7,46.2,47.8],"rank":88,"d4":6.1},"composite":{"v":29.3,"q":"measured","src":[],"h":[13.4,14.2,15.0,15.8,16.7,17.6,18.6,19.5,20.6,21.7,22.9,24.1,25.3,26.6,27.9,29.3],"rank":88,"d4":5.2}},"IRN":{"n":"Iran","r":"Middle East & N. Africa","num":"364","pop":92.42,"free":{"v":14.5,"lo":12.0,"hi":16.9,"q":"measured","src":["ms_diffusion"],"h":[5.4,5.8,6.2,6.6,7.1,7.6,8.1,8.7,9.3,9.9,10.6,11.3,12.0,12.8,13.6,14.5],"rank":98,"d4":3.2},"paid":{"v":11.1,"lo":0,"hi":31.1,"q":"modeled","src":[],"h":[4.4,4.7,5.0,5.3,5.6,6.0,6.4,6.8,7.3,7.7,8.2,8.7,9.3,9.9,10.5,11.1],"rank":106,"d4":2.4},"agentic":{"v":36.4,"lo":29.8,"hi":42.9,"q":"blended","src":["gh_devs"],"h":[23.0,23.7,24.5,25.4,26.2,27.0,27.9,28.8,29.7,30.6,31.5,32.5,33.4,34.4,35.4,36.4],"rank":106,"d4":3.9},"composite":{"v":23.7,"q":"blended","src":[],"h":[11.8,12.4,12.9,13.6,14.2,14.9,15.6,16.4,17.2,18.0,18.9,19.8,20.7,21.7,22.7,23.7],"rank":107,"d4":3.9}},"IRQ":{"n":"Iraq","r":"Middle East & N. Africa","num":"368","pop":47.02,"free":{"v":14.4,"lo":11.9,"hi":16.9,"q":"measured","src":["ms_diffusion"],"h":[6.4,6.8,7.1,7.6,8.0,8.5,8.9,9.4,10.0,10.5,11.1,11.7,12.3,13.0,13.7,14.4],"rank":99,"d4":2.7},"paid":{"v":12.1,"lo":0,"hi":32.1,"q":"modeled","src":[],"h":[4.8,5.1,5.5,5.8,6.2,6.6,7.0,7.5,8.0,8.5,9.0,9.6,10.1,10.8,11.4,12.1],"rank":97,"d4":2.5},"agentic":{"v":36.4,"lo":29.8,"hi":43.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[8.0,9.0,10.1,11.3,12.6,14.0,15.6,17.3,19.2,21.2,23.4,25.7,28.2,30.8,33.6,36.4],"rank":107,"d4":10.7},"composite":{"v":24.2,"q":"measured","src":[],"h":[8.0,8.7,9.3,10.1,10.9,11.8,12.6,13.6,14.8,15.9,17.1,18.4,19.7,21.1,22.6,24.2],"rank":104,"d4":5.8}},"IRL":{"n":"Ireland","r":"Europe","num":"372","pop":5.48,"free":{"v":53.9,"lo":51.5,"hi":56.4,"q":"measured","src":["ms_diffusion"],"h":[24.6,26.2,28.0,29.8,31.7,33.6,35.5,37.5,39.6,41.6,43.7,45.8,47.8,49.9,51.9,53.9],"alt":[{"s":"Gallup weekly use","v":42.6,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":79.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":5,"d4":8.1},"paid":{"v":29.6,"lo":26.4,"hi":32.9,"q":"measured","src":["eurostat_ai"],"h":[9.5,10.4,11.3,12.3,13.3,14.4,15.6,16.9,18.2,19.6,21.1,22.7,24.3,26.0,27.8,29.6],"rank":23,"d4":6.9},"agentic":{"v":79.2,"lo":72.7,"hi":85.8,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[58.4,60.0,61.6,63.1,64.7,66.2,67.6,69.1,70.5,71.9,73.2,74.5,75.7,76.9,78.1,79.2],"rank":20,"d4":4.7},"composite":{"v":65.5,"q":"measured","src":[],"h":[34.6,36.3,38.1,40.0,41.9,43.9,45.8,47.9,50.0,52.2,54.4,56.6,58.8,61.0,63.3,65.5],"rank":13,"d4":8.9}},"ISR":{"n":"Israel","r":"Middle East & N. Africa","num":"376","pop":10.12,"free":{"v":41.1,"lo":38.7,"hi":43.6,"q":"measured","src":["ms_diffusion"],"h":[24.3,25.2,26.3,27.3,28.4,29.5,30.6,31.7,32.8,34.0,35.1,36.3,37.5,38.7,39.9,41.1],"alt":[{"s":"Gallup weekly use","v":56.1,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":94.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":16,"d4":4.8},"paid":{"v":45.0,"lo":41.8,"hi":48.3,"q":"measured","src":["il_cbs","oecd_ict"],"h":[18.2,19.6,21.0,22.6,24.2,25.8,27.6,29.4,31.2,33.1,35.0,37.0,39.0,41.0,43.0,45.0],"rank":8,"d4":8.0},"agentic":{"v":87.8,"lo":81.2,"hi":94.3,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[57.1,59.9,62.5,65.1,67.6,70.0,72.3,74.5,76.6,78.5,80.4,82.1,83.7,85.2,86.5,87.8],"rank":4,"d4":5.7},"composite":{"v":69.4,"q":"measured","src":[],"h":[38.4,40.4,42.4,44.5,46.6,48.6,50.8,52.9,55.0,57.1,59.2,61.3,63.4,65.4,67.4,69.4],"rank":7,"d4":8.1}},"ITA":{"n":"Italy","r":"Europe","num":"380","pop":58.92,"free":{"v":34.3,"lo":31.8,"hi":36.7,"q":"measured","src":["ms_diffusion"],"h":[16.1,17.1,18.1,19.1,20.1,21.2,22.4,23.6,24.8,26.0,27.3,28.7,30.0,31.4,32.8,34.3],"alt":[{"s":"GWI monthly use","v":76.1,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":30,"d4":5.6},"paid":{"v":26.6,"lo":23.3,"hi":29.9,"q":"measured","src":["eurostat_ai"],"h":[7.1,7.8,8.6,9.5,10.4,11.5,12.6,13.7,15.0,16.4,17.9,19.4,21.1,22.8,24.7,26.6],"rank":30,"d4":7.2},"agentic":{"v":63.0,"lo":56.5,"hi":69.6,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[39.9,41.5,43.0,44.5,46.1,47.6,49.2,50.8,52.3,53.9,55.5,57.0,58.5,60.0,61.5,63.0],"rank":58,"d4":6.0},"composite":{"v":49.4,"q":"measured","src":[],"h":[23.6,24.9,26.2,27.6,29.1,30.6,32.3,33.9,35.6,37.4,39.2,41.1,43.1,45.1,47.2,49.4],"rank":33,"d4":8.3}},"JAM":{"n":"Jamaica","r":"Latin America","num":"388","pop":2.84,"free":{"v":26.4,"lo":24.0,"hi":28.9,"q":"measured","src":["ms_diffusion"],"h":[17.0,17.5,18.0,18.6,19.2,19.8,20.4,21.0,21.7,22.3,23.0,23.6,24.3,25.0,25.7,26.4],"rank":55,"d4":2.8},"paid":{"v":16.6,"lo":0,"hi":36.6,"q":"modeled","src":[],"h":[4.7,5.1,5.6,6.1,6.7,7.3,8.0,8.7,9.4,10.3,11.1,12.1,13.1,14.2,15.4,16.6],"rank":60,"d4":4.5},"agentic":{"v":52.4,"lo":45.8,"hi":59.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[30.2,31.6,32.9,34.3,35.7,37.2,38.6,40.1,41.6,43.1,44.6,46.2,47.7,49.3,50.8,52.4],"rank":80,"d4":6.2},"composite":{"v":37.2,"q":"measured","src":[],"h":[19.9,20.8,21.7,22.6,23.7,24.7,25.8,26.9,28.0,29.2,30.4,31.7,33.0,34.4,35.8,37.2],"rank":66,"d4":5.5}},"JPN":{"n":"Japan","r":"East Asia","num":"392","pop":123.37,"free":{"v":28.9,"lo":26.4,"hi":31.3,"q":"measured","src":["ms_diffusion"],"h":[7.2,8.0,8.8,9.8,10.8,12.0,13.2,14.5,16.0,17.5,19.1,20.9,22.7,24.7,26.7,28.9],"alt":[{"s":"GWI monthly use","v":58.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":47,"d4":8.0},"paid":{"v":26.7,"lo":20.1,"hi":33.2,"q":"blended","src":["oecd_ict"],"h":[8.4,9.2,10.0,10.8,11.8,12.8,13.8,15.0,16.2,17.5,18.8,20.2,21.7,23.3,25.0,26.7],"note":"Latest measurement is from 2023; carried forward with its region's growth.","rank":29,"d4":6.5},"agentic":{"v":67.9,"lo":61.3,"hi":74.4,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[41.1,42.9,44.7,46.5,48.4,50.2,52.1,53.9,55.7,57.6,59.4,61.1,62.9,64.6,66.2,67.9],"rank":47,"d4":6.8},"composite":{"v":48.2,"q":"measured","src":[],"h":[20.1,21.5,22.8,24.2,25.8,27.5,29.1,30.9,32.8,34.8,36.8,38.9,41.1,43.4,45.7,48.2],"rank":37,"d4":9.3}},"JOR":{"n":"Jordan","r":"Middle East & N. Africa","num":"400","pop":11.52,"free":{"v":34.2,"lo":31.7,"hi":36.6,"q":"measured","src":["ms_diffusion"],"h":[15.6,16.6,17.6,18.6,19.7,20.8,21.9,23.1,24.4,25.7,27.0,28.4,29.8,31.2,32.7,34.2],"rank":31,"d4":5.8},"paid":{"v":13.5,"lo":0,"hi":33.5,"q":"modeled","src":[],"h":[5.4,5.8,6.2,6.6,7.0,7.4,7.9,8.4,8.9,9.5,10.1,10.7,11.4,12.1,12.8,13.5],"rank":82,"d4":2.8},"agentic":{"v":55.9,"lo":49.3,"hi":62.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[25.6,27.3,29.1,30.9,32.8,34.7,36.7,38.7,40.8,42.9,45.1,47.2,49.4,51.6,53.7,55.9],"rank":72,"d4":8.7},"composite":{"v":40.6,"q":"measured","src":[],"h":[18.2,19.4,20.6,21.9,23.2,24.5,25.9,27.4,28.9,30.5,32.1,33.7,35.4,37.1,38.9,40.6],"rank":57,"d4":6.9}},"KAZ":{"n":"Kazakhstan","r":"Eurasia","num":"398","pop":20.84,"free":{"v":19.1,"lo":16.6,"hi":21.6,"q":"measured","src":["ms_diffusion"],"h":[7.1,7.6,8.2,8.7,9.4,10.0,10.7,11.5,12.3,13.1,14.0,14.9,15.9,16.9,18.0,19.1],"alt":[{"s":"Gallup weekly use","v":44.9,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":82,"d4":4.2},"paid":{"v":19.1,"lo":0,"hi":39.1,"q":"modeled","src":[],"h":[5.6,6.1,6.6,7.2,7.9,8.6,9.3,10.2,11.0,12.0,13.0,14.1,15.2,16.5,17.8,19.1],"rank":49,"d4":5.0},"agentic":{"v":55.7,"lo":49.1,"hi":62.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[27.0,28.6,30.3,32.1,33.9,35.7,37.6,39.6,41.5,43.5,45.5,47.6,49.6,51.6,53.7,55.7],"rank":73,"d4":8.1},"composite":{"v":35.8,"q":"measured","src":[],"h":[14.4,15.4,16.5,17.6,18.8,20.0,21.3,22.7,24.1,25.6,27.1,28.8,30.4,32.2,34.0,35.8],"rank":69,"d4":7.0}},"KEN":{"n":"Kenya","r":"Sub-Saharan Africa","num":"404","pop":57.53,"free":{"v":10.0,"lo":5.4,"hi":14.6,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[6.3,6.5,6.7,6.9,7.2,7.4,7.6,7.9,8.1,8.4,8.6,8.9,9.1,9.4,9.7,10.0],"note":"Group estimate shared with neighboring countries in the source.","alt":[{"s":"Gallup weekly use","v":18.7,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":97.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":134,"d4":1.1},"paid":{"v":10.0,"lo":0,"hi":29.9,"q":"modeled","src":[],"h":[2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.2,10.0],"rank":117,"d4":2.9},"agentic":{"v":41.9,"lo":35.3,"hi":48.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[16.1,17.4,18.7,20.0,21.5,23.0,24.6,26.3,28.0,29.8,31.7,33.6,35.6,37.7,39.8,41.9],"rank":97,"d4":8.3},"composite":{"v":22.6,"q":"blended","src":[],"h":[9.3,9.9,10.6,11.2,11.9,12.7,13.5,14.3,15.2,16.1,17.1,18.1,19.1,20.2,21.4,22.6],"rank":110,"d4":4.5}},"KIR":{"n":"Kiribati","r":"Oceania","num":"296","pop":0.14,"free":{"v":17.9,"lo":2.9,"hi":32.9,"q":"modeled","src":[],"h":[7.3,7.8,8.3,8.8,9.4,10.0,10.6,11.3,12.0,12.7,13.5,14.3,15.1,16.0,16.9,17.9],"d4":3.6},"paid":{"v":11.5,"lo":0,"hi":31.5,"q":"modeled","src":[],"h":[3.1,3.4,3.7,4.1,4.4,4.9,5.3,5.8,6.3,6.9,7.6,8.2,9.0,9.8,10.6,11.5],"d4":3.3},"agentic":{"v":22.6,"lo":16.1,"hi":29.2,"q":"blended","src":["gh_devs"],"h":[0.4,0.5,0.7,0.9,1.2,1.6,2.1,2.8,3.7,4.9,6.4,8.4,10.9,14.0,17.9,22.6],"d4":14.2},"composite":{"v":21.5,"q":"modeled","src":[],"h":[5.3,5.8,6.2,6.7,7.3,7.9,8.6,9.4,10.3,11.3,12.5,13.8,15.3,17.1,19.1,21.5],"d4":7.7}},"PRK":{"n":"North Korea","r":"East Asia","num":"408","pop":26.57,"free":{"v":19.8,"lo":4.9,"hi":34.8,"q":"modeled","src":[],"h":[7.0,7.5,8.2,8.8,9.5,10.3,11.1,11.9,12.8,13.7,14.6,15.6,16.6,17.7,18.7,19.8],"rank":78,"d4":4.2},"paid":{"v":10.0,"lo":0,"hi":30.0,"q":"modeled","src":[],"h":[2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.5,9.2,10.0],"rank":118,"d4":2.9},"agentic":{"v":22.9,"lo":0,"hi":46.5,"q":"modeled","src":[],"h":[6.6,7.2,7.9,8.6,9.4,10.2,11.2,12.1,13.2,14.3,15.6,16.8,18.2,19.7,21.3,22.9],"rank":121,"d4":6.1},"composite":{"v":21.8,"q":"modeled","src":[],"h":[6.8,7.4,8.1,8.7,9.5,10.3,11.2,12.1,13.1,14.1,15.2,16.4,17.7,19.0,20.3,21.8],"rank":112,"d4":5.4}},"KOR":{"n":"South Korea","r":"East Asia","num":"410","pop":51.68,"free":{"v":46.6,"lo":44.2,"hi":49.1,"q":"measured","src":["ms_diffusion"],"h":[11.2,12.6,14.2,15.9,17.7,19.7,21.8,24.1,26.6,29.2,31.9,34.7,37.6,40.6,43.6,46.6],"alt":[{"s":"GWI monthly use","v":82.7,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":12,"d4":11.9},"paid":{"v":52.7,"lo":46.2,"hi":59.3,"q":"blended","src":["kr_msit","oecd_ict"],"h":[24.0,25.6,27.4,29.2,31.0,32.9,34.8,36.8,38.8,40.8,42.8,44.8,46.9,48.8,50.8,52.7],"note":"Latest measurement is from 2024; carried forward with its region's growth.","rank":2,"d4":7.9},"agentic":{"v":82.7,"lo":76.1,"hi":89.2,"q":"measured","src":["gh_devs","claude_coding"],"h":[56.4,58.5,60.6,62.6,64.7,66.6,68.5,70.4,72.2,73.9,75.5,77.1,78.6,80.0,81.4,82.7],"rank":10,"d4":5.6},"composite":{"v":74.5,"q":"measured","src":[],"h":[34.5,36.7,39.0,41.3,43.8,46.3,48.9,51.6,54.4,57.2,60.0,62.9,65.8,68.7,71.6,74.5],"rank":3,"d4":11.6}},"KWT":{"n":"Kuwait","r":"Middle East & N. Africa","num":"414","pop":4.87,"free":{"v":25.1,"lo":22.7,"hi":27.6,"q":"measured","src":["ms_diffusion"],"h":[10.4,11.1,11.8,12.6,13.4,14.2,15.1,16.1,17.0,18.1,19.1,20.2,21.4,22.6,23.8,25.1],"rank":63,"d4":4.9},"paid":{"v":21.8,"lo":1.9,"hi":41.8,"q":"modeled","src":[],"h":[9.4,10.0,10.6,11.3,12.0,12.7,13.4,14.2,15.0,15.9,16.8,17.7,18.7,19.7,20.8,21.8],"rank":39,"d4":4.1},"agentic":{"v":58.1,"lo":51.5,"hi":64.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[32.1,33.6,35.3,36.9,38.6,40.3,42.0,43.8,45.6,47.4,49.2,50.9,52.7,54.5,56.3,58.1],"rank":67,"d4":7.2},"composite":{"v":40.9,"q":"measured","src":[],"h":[19.5,20.6,21.8,23.0,24.3,25.5,26.9,28.3,29.7,31.2,32.7,34.2,35.9,37.5,39.2,40.9],"rank":55,"d4":6.7}},"KGZ":{"n":"Kyrgyzstan","r":"Eurasia","num":"417","pop":7.34,"free":{"v":11.3,"lo":8.8,"hi":13.7,"q":"measured","src":["ms_diffusion"],"h":[4.4,4.7,5.1,5.4,5.7,6.1,6.5,6.9,7.4,7.8,8.3,8.9,9.4,10.0,10.6,11.3],"alt":[{"s":"Gallup weekly use","v":24.3,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":116,"d4":2.4},"paid":{"v":11.8,"lo":0,"hi":31.8,"q":"modeled","src":[],"h":[3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.5,9.2,10.0,10.9,11.8],"rank":100,"d4":3.3},"agentic":{"v":44.9,"lo":38.3,"hi":51.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[20.8,22.0,23.4,24.7,26.2,27.7,29.2,30.8,32.4,34.1,35.8,37.6,39.3,41.2,43.0,44.9],"rank":93,"d4":7.3},"composite":{"v":25.0,"q":"measured","src":[],"h":[10.0,10.7,11.5,12.2,13.0,13.9,14.8,15.7,16.7,17.7,18.8,20.0,21.1,22.4,23.7,25.0],"rank":101,"d4":5.0}},"LAO":{"n":"Laos","r":"Southeast Asia","num":"418","pop":7.87,"free":{"v":9.7,"lo":7.2,"hi":12.1,"q":"measured","src":["ms_diffusion"],"h":[3.2,3.4,3.7,4.0,4.3,4.6,5.0,5.4,5.8,6.3,6.8,7.3,7.8,8.4,9.0,9.7],"rank":135,"d4":2.4},"paid":{"v":10.4,"lo":0,"hi":30.4,"q":"modeled","src":[],"h":[2.8,3.0,3.3,3.6,4.0,4.4,4.8,5.2,5.7,6.2,6.8,7.4,8.1,8.8,9.6,10.4],"rank":113,"d4":3.0},"agentic":{"v":25.7,"lo":19.2,"hi":32.3,"q":"blended","src":["gh_devs"],"h":[4.0,4.6,5.3,6.0,6.9,7.8,8.9,10.1,11.5,13.0,14.7,16.5,18.5,20.7,23.1,25.7],"rank":119,"d4":9.2},"composite":{"v":17.8,"q":"blended","src":[],"h":[4.2,4.6,5.1,5.6,6.2,6.8,7.6,8.3,9.2,10.2,11.2,12.3,13.5,14.8,16.2,17.8],"rank":121,"d4":5.5}},"LVA":{"n":"Latvia","r":"Europe","num":"428","pop":1.85,"free":{"v":37.2,"lo":24.5,"hi":50.0,"q":"blended","src":["anthropic_aui"],"h":[17.8,18.9,19.9,21.0,22.2,23.4,24.6,25.9,27.2,28.5,29.9,31.3,32.8,34.2,35.7,37.2],"rank":23,"d4":5.9},"paid":{"v":19.2,"lo":15.9,"hi":22.4,"q":"measured","src":["eurostat_ai"],"h":[5.8,6.3,6.9,7.5,8.1,8.8,9.6,10.4,11.3,12.2,13.2,14.3,15.4,16.6,17.8,19.2],"rank":48,"d4":4.9},"agentic":{"v":85.5,"lo":79.0,"hi":92.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[43.3,46.7,50.1,53.5,56.9,60.2,63.4,66.5,69.5,72.3,74.9,77.4,79.7,81.8,83.8,85.5],"rank":5,"d4":8.1},"composite":{"v":53.9,"q":"measured","src":[],"h":[24.8,26.6,28.4,30.3,32.2,34.2,36.1,38.1,40.1,42.0,44.0,46.0,48.0,49.9,51.9,53.9],"rank":30,"d4":7.9}},"LBN":{"n":"Lebanon","r":"Middle East & N. Africa","num":"422","pop":5.85,"free":{"v":29.2,"lo":26.7,"hi":31.6,"q":"measured","src":["ms_diffusion"],"h":[19.1,19.7,20.3,20.9,21.6,22.2,22.9,23.5,24.2,24.9,25.6,26.3,27.0,27.7,28.4,29.2],"rank":46,"d4":2.9},"paid":{"v":12.3,"lo":0,"hi":32.2,"q":"modeled","src":[],"h":[4.9,5.2,5.5,5.9,6.3,6.7,7.1,7.6,8.1,8.6,9.1,9.7,10.3,10.9,11.6,12.3],"rank":96,"d4":2.6},"agentic":{"v":62.4,"lo":55.8,"hi":68.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[38.0,39.5,41.1,42.8,44.4,46.0,47.7,49.3,51.0,52.7,54.3,56.0,57.6,59.2,60.8,62.4],"rank":60,"d4":6.4},"composite":{"v":39.5,"q":"measured","src":[],"h":[23.4,24.3,25.2,26.2,27.3,28.2,29.3,30.3,31.4,32.6,33.6,34.8,35.9,37.1,38.2,39.5],"rank":60,"d4":4.7}},"LSO":{"n":"Lesotho","r":"Sub-Saharan Africa","num":"426","pop":2.36,"free":{"v":10.5,"lo":8.0,"hi":12.9,"q":"measured","src":["ms_diffusion"],"h":[6.8,7.0,7.2,7.4,7.7,7.9,8.1,8.4,8.6,8.8,9.1,9.4,9.6,9.9,10.2,10.5],"rank":128,"d4":1.1},"paid":{"v":8.2,"lo":0,"hi":28.1,"q":"modeled","src":[],"h":[2.1,2.3,2.6,2.8,3.1,3.4,3.7,4.0,4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2],"rank":135,"d4":2.4},"agentic":{"v":22.6,"lo":16.1,"hi":29.2,"q":"blended","src":["gh_devs"],"h":[2.3,2.7,3.2,3.7,4.4,5.2,6.1,7.1,8.3,9.6,11.2,13.0,15.0,17.3,19.8,22.6],"rank":122,"d4":9.6},"composite":{"v":16.1,"q":"blended","src":[],"h":[5.1,5.5,5.9,6.2,6.7,7.2,7.7,8.3,9.0,9.7,10.6,11.5,12.5,13.6,14.8,16.1],"rank":126,"d4":4.6}},"LBR":{"n":"Liberia","r":"Sub-Saharan Africa","num":"430","pop":5.73,"free":{"v":11.3,"lo":6.3,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.7,6.0,6.3,6.7,7.0,7.3,7.7,8.0,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":117,"d4":1.7},"paid":{"v":7.6,"lo":0,"hi":27.5,"q":"modeled","src":[],"h":[2.0,2.1,2.4,2.6,2.8,3.1,3.4,3.7,4.1,4.5,4.9,5.3,5.8,6.4,6.9,7.6],"rank":142,"d4":2.3},"agentic":{"v":1.8,"lo":0,"hi":8.4,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.1,0.1,0.1,0.1,0.2,0.3,0.4,0.5,0.7,1.0,1.3,1.8],"rank":141,"d4":1.3},"composite":{"v":10.0,"q":"blended","src":[],"h":[3.9,4.0,4.4,4.7,4.9,5.2,5.6,5.9,6.3,6.7,7.2,7.6,8.1,8.7,9.2,10.0],"rank":142,"d4":2.4}},"LBY":{"n":"Libya","r":"Middle East & N. Africa","num":"434","pop":7.46,"free":{"v":16.9,"lo":14.5,"hi":19.4,"q":"measured","src":["ms_diffusion"],"h":[8.3,8.7,9.2,9.7,10.1,10.6,11.2,11.7,12.3,12.9,13.5,14.1,14.8,15.5,16.2,16.9],"rank":86,"d4":2.8},"paid":{"v":12.9,"lo":0,"hi":32.9,"q":"modeled","src":[],"h":[5.2,5.5,5.9,6.2,6.6,7.1,7.5,8.0,8.5,9.0,9.6,10.2,10.8,11.5,12.2,12.9],"rank":90,"d4":2.7},"agentic":{"v":40.3,"lo":33.8,"hi":46.9,"q":"blended","src":["gh_devs"],"h":[10.1,11.2,12.4,13.8,15.3,16.9,18.7,20.6,22.6,24.8,27.1,29.5,32.1,34.7,37.5,40.3],"rank":100,"d4":10.8},"composite":{"v":27.0,"q":"blended","src":[],"h":[9.8,10.5,11.3,12.1,12.9,13.9,15.0,16.0,17.2,18.4,19.7,21.0,22.4,23.9,25.4,27.0],"rank":95,"d4":6.0}},"LTU":{"n":"Lithuania","r":"Europe","num":"440","pop":2.89,"free":{"v":27.2,"lo":24.7,"hi":29.7,"q":"measured","src":["ms_diffusion"],"h":[14.0,14.7,15.4,16.2,16.9,17.7,18.6,19.4,20.3,21.2,22.1,23.1,24.1,25.1,26.1,27.2],"rank":53,"d4":4.1},"paid":{"v":35.3,"lo":32.0,"hi":38.5,"q":"measured","src":["eurostat_ai"],"h":[8.3,9.3,10.4,11.6,12.9,14.3,15.9,17.6,19.4,21.3,23.4,25.5,27.8,30.2,32.7,35.3],"rank":16,"d4":9.8},"agentic":{"v":81.8,"lo":75.2,"hi":88.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[55.6,57.7,59.8,61.8,63.8,65.7,67.6,69.4,71.2,72.9,74.6,76.1,77.7,79.1,80.5,81.8],"rank":16,"d4":5.7},"composite":{"v":55.8,"q":"measured","src":[],"h":[27.8,29.3,30.8,32.4,34.0,35.7,37.5,39.3,41.2,43.1,45.1,47.1,49.3,51.4,53.6,55.8],"rank":27,"d4":8.7}},"LUX":{"n":"Luxembourg","r":"Europe","num":"442","pop":0.69,"free":{"v":45.2,"lo":32.5,"hi":57.9,"q":"blended","src":["anthropic_aui"],"h":[23.5,24.8,26.0,27.3,28.7,30.1,31.5,32.9,34.4,35.9,37.4,39.0,40.5,42.1,43.6,45.2],"d4":6.2},"paid":{"v":46.0,"lo":42.7,"hi":49.3,"q":"measured","src":["eurostat_ai"],"h":[18.1,19.5,21.0,22.6,24.3,26.0,27.8,29.7,31.6,33.6,35.6,37.7,39.8,41.8,43.9,46.0],"d4":8.3},"agentic":{"v":89.5,"lo":82.9,"hi":96.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[61.5,64.1,66.6,69.0,71.4,73.6,75.7,77.7,79.6,81.3,83.0,84.5,85.9,87.2,88.4,89.5],"d4":5.0},"composite":{"v":72.5,"q":"measured","src":[],"h":[39.2,41.4,43.5,45.6,47.9,50.1,52.4,54.6,56.9,59.1,61.4,63.7,65.9,68.1,70.3,72.5],"d4":8.8}},"MAC":{"n":"Macao","r":"East Asia","num":"446","pop":0.69,"free":{"v":60.6,"lo":45.6,"hi":75.6,"q":"modeled","src":[],"h":[31.1,33.0,34.9,36.9,39.0,41.0,43.1,45.1,47.2,49.2,51.2,53.2,55.1,57.0,58.8,60.6],"d4":7.4},"paid":{"v":35.0,"lo":15.1,"hi":55.0,"q":"modeled","src":[],"h":[12.3,13.3,14.4,15.6,16.8,18.1,19.5,21.0,22.5,24.1,25.8,27.5,29.3,31.2,33.1,35.0],"d4":7.5},"agentic":{"v":76.6,"lo":70.0,"hi":83.1,"q":"blended","src":["gh_devs"],"h":[50.4,52.3,54.3,56.2,58.1,60.0,61.8,63.7,65.5,67.2,68.9,70.5,72.1,73.7,75.2,76.6],"d4":6.1},"composite":{"v":70.8,"q":"modeled","src":[],"h":[36.8,38.8,40.9,43.1,45.3,47.5,49.8,52.2,54.5,56.8,59.2,61.5,63.8,66.2,68.5,70.8],"d4":9.3}},"MDG":{"n":"Madagascar","r":"Sub-Saharan Africa","num":"450","pop":32.74,"free":{"v":11.2,"lo":6.7,"hi":15.8,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.8,4.2,4.5,4.9,5.3,5.7,6.1,6.6,7.1,7.6,8.2,8.7,9.3,10.0,10.6,11.2],"note":"Group estimate shared with neighboring countries in the source.","rank":122,"d4":2.5},"paid":{"v":6.5,"lo":0,"hi":26.5,"q":"modeled","src":[],"h":[1.7,1.8,2.0,2.2,2.4,2.7,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5],"rank":155,"d4":1.9},"agentic":{"v":11.4,"lo":4.9,"hi":18.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[1.4,1.6,1.8,2.1,2.5,2.8,3.3,3.8,4.4,5.0,5.8,6.7,7.6,8.8,10.0,11.4],"rank":133,"d4":4.7},"composite":{"v":12.3,"q":"blended","src":[],"h":[3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.6,7.2,7.9,8.7,9.4,10.4,11.3,12.3],"rank":134,"d4":3.6}},"MWI":{"n":"Malawi","r":"Sub-Saharan Africa","num":"454","pop":22.22,"free":{"v":12.7,"lo":7.8,"hi":17.6,"q":"blended","src":["ms_diffusion"],"h":[4.9,5.2,5.6,6.1,6.5,7.0,7.4,8.0,8.5,9.0,9.6,10.2,10.8,11.4,12.0,12.7],"note":"Group estimate shared with neighboring countries in the source.","alt":[{"s":"Gallup weekly use","v":2.2,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":107,"d4":2.5},"paid":{"v":6.8,"lo":0,"hi":26.8,"q":"modeled","src":[],"h":[1.7,1.9,2.1,2.3,2.5,2.8,3.0,3.3,3.6,4.0,4.4,4.8,5.2,5.7,6.2,6.8],"rank":149,"d4":2.0},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":152,"d4":0.5},"composite":{"v":9.9,"q":"blended","src":[],"h":[3.3,3.5,3.8,4.2,4.5,4.9,5.2,5.7,6.1,6.5,7.0,7.5,8.0,8.6,9.2,9.9],"rank":143,"d4":2.4}},"MYS":{"n":"Malaysia","r":"Southeast Asia","num":"458","pop":35.98,"free":{"v":24.8,"lo":22.4,"hi":27.3,"q":"measured","src":["ms_diffusion"],"h":[11.5,12.2,12.9,13.6,14.3,15.1,15.9,16.8,17.7,18.6,19.5,20.5,21.5,22.6,23.7,24.8],"alt":[{"s":"GWI monthly use","v":92.8,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":64,"d4":4.3},"paid":{"v":19.1,"lo":0,"hi":39.1,"q":"modeled","src":[],"h":[5.6,6.1,6.6,7.2,7.9,8.6,9.4,10.2,11.1,12.0,13.0,14.1,15.2,16.5,17.8,19.1],"rank":50,"d4":5.0},"agentic":{"v":61.6,"lo":55.0,"hi":68.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[38.5,40.0,41.5,43.1,44.6,46.1,47.7,49.3,50.8,52.4,53.9,55.5,57.0,58.6,60.1,61.6],"rank":62,"d4":6.1},"composite":{"v":40.4,"q":"measured","src":[],"h":[20.1,21.1,22.2,23.3,24.5,25.7,27.0,28.3,29.6,31.0,32.4,34.0,35.4,37.1,38.8,40.4],"rank":58,"d4":6.4}},"MDV":{"n":"Maldives","r":"South Asia","num":"462","pop":0.53,"free":{"v":40.0,"lo":25.0,"hi":54.9,"q":"modeled","src":[],"h":[22.9,23.9,24.9,26.0,27.0,28.1,29.2,30.4,31.5,32.7,33.9,35.1,36.3,37.5,38.7,40.0],"d4":4.9},"paid":{"v":20.7,"lo":0.7,"hi":40.6,"q":"modeled","src":[],"h":[6.1,6.7,7.3,7.9,8.6,9.4,10.2,11.1,12.1,13.1,14.2,15.3,16.5,17.8,19.2,20.7],"d4":5.4},"agentic":{"v":70.0,"lo":63.5,"hi":76.6,"q":"blended","src":["gh_devs"],"h":[42.4,44.3,46.2,48.1,50.1,52.0,53.9,55.8,57.7,59.6,61.4,63.2,65.0,66.7,68.4,70.0],"d4":6.8},"composite":{"v":51.4,"q":"modeled","src":[],"h":[27.2,28.6,30.0,31.4,32.8,34.4,35.9,37.5,39.1,40.8,42.5,44.2,45.9,47.7,49.5,51.4],"d4":7.2}},"MLI":{"n":"Mali","r":"Sub-Saharan Africa","num":"466","pop":25.2,"free":{"v":11.3,"lo":6.3,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.8,6.1,6.4,6.7,7.0,7.3,7.7,8.0,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":118,"d4":1.7},"paid":{"v":8.2,"lo":0,"hi":28.2,"q":"modeled","src":[],"h":[2.1,2.3,2.6,2.8,3.1,3.4,3.7,4.1,4.4,4.9,5.3,5.8,6.4,6.9,7.6,8.2],"rank":136,"d4":2.4},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":153,"d4":0.5},"composite":{"v":9.9,"q":"blended","src":[],"h":[4.0,4.2,4.5,4.8,5.0,5.3,5.7,6.0,6.4,6.9,7.2,7.7,8.2,8.7,9.3,9.9],"rank":144,"d4":2.2}},"MLT":{"n":"Malta","r":"Europe","num":"470","pop":0.58,"ll":[14.38,35.94],"free":{"v":43.1,"lo":30.4,"hi":55.8,"q":"blended","src":["anthropic_aui"],"h":[21.9,23.1,24.3,25.6,26.9,28.2,29.6,31.0,32.4,33.9,35.4,36.9,38.4,40.0,41.5,43.1],"alt":[{"s":"Gallup weekly use","v":46.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"d4":6.2},"paid":{"v":28.3,"lo":25.1,"hi":31.6,"q":"measured","src":["eurostat_ai"],"h":[13.5,14.3,15.0,15.9,16.7,17.6,18.5,19.5,20.5,21.5,22.6,23.7,24.8,25.9,27.1,28.3],"d4":4.6},"agentic":{"v":86.2,"lo":79.6,"hi":92.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[61.3,63.4,65.5,67.5,69.5,71.4,73.3,75.0,76.7,78.3,79.8,81.2,82.6,83.9,85.1,86.2],"d4":5.0},"composite":{"v":61.6,"q":"measured","src":[],"h":[36.1,37.7,39.3,41.0,42.6,44.3,46.0,47.8,49.5,51.2,52.9,54.7,56.4,58.1,59.8,61.6],"d4":6.9}},"MRT":{"n":"Mauritania","r":"Sub-Saharan Africa","num":"478","pop":5.32,"free":{"v":11.3,"lo":6.4,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.9,6.2,6.5,6.8,7.1,7.4,7.7,8.1,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":119,"d4":1.7},"paid":{"v":10.0,"lo":0,"hi":30.0,"q":"modeled","src":[],"h":[2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.7,8.4,9.2,10.0],"rank":119,"d4":2.9},"agentic":{"v":15.1,"lo":8.5,"hi":21.6,"q":"blended","src":["gh_devs"],"h":[0.3,0.4,0.5,0.6,0.8,1.1,1.5,1.9,2.5,3.3,4.3,5.6,7.2,9.3,11.9,15.1],"rank":129,"d4":9.5},"composite":{"v":15.2,"q":"blended","src":[],"h":[4.3,4.7,5.0,5.3,5.7,6.1,6.6,7.1,7.7,8.4,9.1,10.0,11.0,12.2,13.6,15.2],"rank":127,"d4":5.2}},"MUS":{"n":"Mauritius","r":"Sub-Saharan Africa","num":"480","pop":1.24,"ll":[57.55,-20.35],"free":{"v":33.2,"lo":20.5,"hi":46.0,"q":"blended","src":["anthropic_aui"],"h":[17.1,18.0,18.9,19.8,20.8,21.8,22.9,24.0,25.1,26.2,27.3,28.5,29.6,30.8,32.0,33.2],"rank":34,"d4":4.7},"paid":{"v":19.1,"lo":0,"hi":39.0,"q":"modeled","src":[],"h":[5.5,6.0,6.6,7.2,7.9,8.6,9.3,10.1,11.0,12.0,13.0,14.1,15.2,16.4,17.7,19.1],"rank":51,"d4":5.0},"agentic":{"v":71.0,"lo":64.5,"hi":77.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[44.5,46.3,48.2,50.1,51.9,53.8,55.6,57.5,59.3,61.0,62.8,64.5,66.2,67.9,69.5,71.0],"rank":37,"d4":6.5},"composite":{"v":47.5,"q":"blended","src":[],"h":[24.7,25.9,27.2,28.5,29.9,31.3,32.8,34.3,35.8,37.4,39.0,40.6,42.3,44.0,45.7,47.5],"rank":41,"d4":6.9}},"MEX":{"n":"Mexico","r":"Latin America","num":"484","pop":131.95,"free":{"v":23.8,"lo":21.4,"hi":26.3,"q":"measured","src":["ms_diffusion"],"h":[9.7,10.4,11.0,11.8,12.6,13.4,14.2,15.1,16.1,17.0,18.1,19.1,20.2,21.4,22.6,23.8],"alt":[{"s":"Gallup weekly use","v":17.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":88.5,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":66,"d4":4.7},"paid":{"v":18.9,"lo":0,"hi":38.9,"q":"modeled","src":[],"h":[5.5,6.0,6.5,7.1,7.8,8.5,9.2,10.0,10.9,11.9,12.9,13.9,15.1,16.3,17.6,18.9],"rank":52,"d4":5.0},"agentic":{"v":50.6,"lo":44.0,"hi":57.2,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[27.7,29.0,30.4,31.8,33.3,34.7,36.2,37.8,39.3,40.9,42.5,44.1,45.7,47.3,49.0,50.6],"rank":83,"d4":6.5},"composite":{"v":36.5,"q":"measured","src":[],"h":[15.9,16.9,17.9,19.0,20.2,21.4,22.6,23.9,25.3,26.7,28.2,29.7,31.4,33.0,34.8,36.5],"rank":67,"d4":6.8}},"FSM":{"n":"Micronesia","r":"Oceania","num":"583","pop":0.11,"free":{"v":28.3,"lo":13.4,"hi":43.3,"q":"modeled","src":[],"h":[19.2,19.8,20.5,21.2,21.8,22.5,23.1,23.7,24.4,25.0,25.6,26.2,26.7,27.3,27.8,28.3],"d4":2.1},"paid":{"v":13.1,"lo":0,"hi":33.0,"q":"modeled","src":[],"h":[3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.6,9.4,10.2,11.1,12.1,13.1],"d4":3.7},"agentic":{"v":24.7,"lo":18.1,"hi":31.3,"q":"blended","src":["gh_devs"],"h":[4.1,4.7,5.3,6.0,6.9,7.8,8.8,10.0,11.3,12.7,14.3,16.0,17.9,20.0,22.3,24.7],"d4":8.7},"composite":{"v":28.1,"q":"modeled","src":[],"h":[12.6,13.3,14.0,14.8,15.5,16.4,17.2,18.2,19.2,20.3,21.4,22.6,23.8,25.2,26.6,28.1],"d4":5.5}},"MDA":{"n":"Moldova","r":"Europe","num":"498","pop":2.36,"free":{"v":20.4,"lo":17.9,"hi":22.8,"q":"measured","src":["ms_diffusion"],"h":[12.1,12.6,13.1,13.5,14.0,14.5,15.1,15.6,16.1,16.7,17.3,17.9,18.5,19.1,19.7,20.4],"rank":77,"d4":2.5},"paid":{"v":16.2,"lo":0,"hi":36.2,"q":"modeled","src":[],"h":[4.5,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.2,10.0,10.8,11.8,12.8,13.8,15.0,16.2],"rank":62,"d4":4.4},"agentic":{"v":74.9,"lo":68.3,"hi":81.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[42.0,44.3,46.6,49.0,51.4,53.7,56.0,58.3,60.6,62.8,65.0,67.1,69.2,71.1,73.0,74.9],"rank":25,"d4":7.8},"composite":{"v":40.8,"q":"measured","src":[],"h":[20.9,22.1,23.2,24.4,25.7,26.9,28.2,29.5,30.8,32.2,33.6,35.0,36.4,37.8,39.2,40.8],"rank":56,"d4":5.8}},"MNG":{"n":"Mongolia","r":"East Asia","num":"496","pop":3.57,"free":{"v":20.7,"lo":18.2,"hi":23.2,"q":"measured","src":["ms_diffusion"],"h":[6.2,6.8,7.4,8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.2,15.4,16.6,17.9,19.3,20.7],"rank":76,"d4":5.3},"paid":{"v":15.5,"lo":0,"hi":35.5,"q":"modeled","src":[],"h":[4.3,4.7,5.2,5.7,6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.3,14.4,15.5],"rank":70,"d4":4.2},"agentic":{"v":64.8,"lo":58.2,"hi":71.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[36.2,38.1,39.9,41.8,43.7,45.7,47.6,49.6,51.5,53.5,55.4,57.3,59.2,61.1,63.0,64.8],"rank":54,"d4":7.5},"composite":{"v":37.5,"q":"measured","src":[],"h":[16.1,17.2,18.3,19.4,20.6,21.9,23.1,24.5,25.9,27.4,28.9,30.5,32.2,33.9,35.8,37.5],"rank":65,"d4":7.0}},"MNE":{"n":"Montenegro","r":"Europe","num":"499","pop":0.62,"free":{"v":40.3,"lo":25.3,"hi":55.3,"q":"modeled","src":[],"h":[20.3,21.4,22.5,23.7,24.9,26.2,27.5,28.8,30.2,31.6,33.0,34.4,35.9,37.3,38.8,40.3],"d4":5.9},"paid":{"v":13.9,"lo":10.6,"hi":17.2,"q":"measured","src":["eurostat_ai"],"h":[6.0,6.4,6.8,7.2,7.6,8.0,8.5,9.0,9.5,10.0,10.6,11.2,11.8,12.5,13.2,13.9],"d4":2.7},"agentic":{"v":71.0,"lo":64.5,"hi":77.6,"q":"blended","src":["gh_devs"],"h":[51.7,53.0,54.4,55.8,57.1,58.5,59.8,61.2,62.5,63.8,65.0,66.3,67.5,68.7,69.9,71.0],"d4":4.7},"composite":{"v":48.4,"q":"blended","src":[],"h":[28.7,29.8,31.0,32.2,33.4,34.7,35.9,37.3,38.6,39.9,41.3,42.7,44.1,45.5,47.0,48.4],"d4":5.7}},"MAR":{"n":"Morocco","r":"Middle East & N. Africa","num":"504","pop":38.43,"free":{"v":12.8,"lo":10.3,"hi":15.2,"q":"measured","src":["ms_diffusion"],"h":[7.9,8.2,8.4,8.7,9.0,9.3,9.6,9.9,10.2,10.6,10.9,11.3,11.6,12.0,12.4,12.8],"alt":[{"s":"Gallup weekly use","v":23.4,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":85.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":106,"d4":1.5},"paid":{"v":11.7,"lo":0,"hi":31.7,"q":"modeled","src":[],"h":[4.6,4.9,5.3,5.6,6.0,6.4,6.8,7.2,7.7,8.2,8.7,9.2,9.8,10.4,11.0,11.7],"rank":102,"d4":2.5},"agentic":{"v":59.6,"lo":53.0,"hi":66.2,"q":"measured","src":["gh_devs","claude_coding"],"h":[31.1,32.8,34.6,36.4,38.2,40.1,42.0,43.9,45.9,47.9,49.8,51.8,53.8,55.8,57.7,59.6],"rank":66,"d4":7.8},"composite":{"v":30.1,"q":"measured","src":[],"h":[15.6,16.4,17.2,18.1,19.0,19.9,20.8,21.7,22.7,23.8,24.7,25.8,26.8,27.9,29.0,30.1],"rank":85,"d4":4.3}},"MOZ":{"n":"Mozambique","r":"Sub-Saharan Africa","num":"508","pop":35.63,"free":{"v":11.2,"lo":6.7,"hi":15.8,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.8,4.2,4.5,4.9,5.3,5.7,6.1,6.6,7.1,7.6,8.2,8.7,9.3,10.0,10.6,11.2],"note":"Group estimate shared with neighboring countries in the source.","rank":123,"d4":2.5},"paid":{"v":6.6,"lo":0,"hi":26.6,"q":"modeled","src":[],"h":[1.7,1.9,2.0,2.2,2.5,2.7,3.0,3.2,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.6],"rank":154,"d4":1.9},"agentic":{"v":2.0,"lo":0,"hi":8.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[0.1,0.1,0.1,0.1,0.1,0.2,0.2,0.3,0.4,0.5,0.6,0.8,1.0,1.2,1.6,2.0],"rank":140,"d4":1.2},"composite":{"v":9.5,"q":"blended","src":[],"h":[2.8,3.1,3.3,3.6,3.9,4.3,4.6,5.0,5.5,5.9,6.4,6.9,7.5,8.2,8.8,9.5],"rank":146,"d4":2.6}},"MMR":{"n":"Myanmar","r":"Southeast Asia","num":"104","pop":54.85,"free":{"v":11.4,"lo":6.5,"hi":16.4,"q":"blended","src":["ms_diffusion"],"h":[5.3,5.6,5.9,6.2,6.6,6.9,7.3,7.7,8.1,8.5,9.0,9.4,9.9,10.4,10.9,11.4],"note":"Group estimate shared with neighboring countries in the source.","rank":112,"d4":2.0},"paid":{"v":8.9,"lo":0,"hi":28.9,"q":"modeled","src":[],"h":[2.3,2.6,2.8,3.1,3.4,3.7,4.0,4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2,8.9],"rank":128,"d4":2.6},"agentic":{"v":16.4,"lo":9.8,"hi":22.9,"q":"blended","src":["gh_devs"],"h":[2.5,2.9,3.3,3.7,4.2,4.8,5.5,6.2,7.1,8.0,9.1,10.2,11.5,13.0,14.6,16.4],"rank":128,"d4":6.2},"composite":{"v":15.1,"q":"blended","src":[],"h":[4.6,5.0,5.3,5.8,6.3,6.7,7.3,7.9,8.6,9.3,10.1,10.9,11.8,12.8,13.9,15.1],"rank":128,"d4":4.2}},"NAM":{"n":"Namibia","r":"Sub-Saharan Africa","num":"516","pop":3.09,"free":{"v":16.6,"lo":14.2,"hi":19.1,"q":"measured","src":["ms_diffusion"],"h":[8.9,9.3,9.8,10.2,10.6,11.1,11.6,12.1,12.6,13.1,13.7,14.2,14.8,15.4,16.0,16.6],"rank":87,"d4":2.4},"paid":{"v":13.3,"lo":0,"hi":33.2,"q":"modeled","src":[],"h":[3.6,4.0,4.3,4.8,5.2,5.7,6.2,6.8,7.4,8.1,8.8,9.6,10.4,11.3,12.2,13.3],"rank":85,"d4":3.7},"agentic":{"v":37.6,"lo":31.0,"hi":44.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[13.4,14.5,15.7,16.9,18.2,19.6,21.1,22.6,24.2,25.9,27.7,29.5,31.5,33.4,35.5,37.6],"rank":104,"d4":8.1},"composite":{"v":26.2,"q":"measured","src":[],"h":[10.3,11.0,11.8,12.6,13.4,14.3,15.2,16.2,17.3,18.4,19.6,20.8,22.1,23.4,24.8,26.2],"rank":98,"d4":5.4}},"NPL":{"n":"Nepal","r":"South Asia","num":"524","pop":29.62,"free":{"v":15.8,"lo":13.3,"hi":18.2,"q":"measured","src":["ms_diffusion"],"h":[8.3,8.7,9.1,9.5,10.0,10.4,10.9,11.4,11.9,12.4,12.9,13.5,14.0,14.6,15.2,15.8],"rank":90,"d4":2.3},"paid":{"v":9.2,"lo":0,"hi":29.2,"q":"modeled","src":[],"h":[2.4,2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.5,9.2],"rank":124,"d4":2.7},"agentic":{"v":48.2,"lo":41.6,"hi":54.7,"q":"measured","src":["gh_devs","claude_coding"],"h":[23.1,24.5,25.9,27.4,28.9,30.5,32.1,33.7,35.4,37.2,39.0,40.8,42.6,44.4,46.3,48.2],"rank":87,"d4":7.4},"composite":{"v":27.0,"q":"measured","src":[],"h":[12.3,13.0,13.8,14.6,15.4,16.2,17.2,18.1,19.1,20.1,21.1,22.2,23.3,24.5,25.7,27.0],"rank":96,"d4":4.8}},"NLD":{"n":"Netherlands","r":"Europe","num":"528","pop":18.09,"free":{"v":47.1,"lo":44.6,"hi":49.6,"q":"measured","src":["ms_diffusion"],"h":[22.3,23.7,25.1,26.6,28.1,29.7,31.3,33.0,34.7,36.4,38.1,39.9,41.7,43.5,45.3,47.1],"alt":[{"s":"Gallup weekly use","v":49.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":80.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":11,"d4":7.2},"paid":{"v":45.7,"lo":42.4,"hi":48.9,"q":"measured","src":["eurostat_ai"],"h":[17.7,19.2,20.7,22.2,23.9,25.6,27.4,29.3,31.2,33.2,35.2,37.3,39.4,41.5,43.6,45.7],"rank":7,"d4":8.4},"agentic":{"v":84.6,"lo":78.0,"hi":91.1,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[50.5,53.3,56.0,58.8,61.5,64.1,66.6,69.1,71.4,73.7,75.8,77.8,79.7,81.4,83.1,84.6],"rank":6,"d4":6.8},"composite":{"v":71.8,"q":"measured","src":[],"h":[35.1,37.4,39.7,42.0,44.4,46.9,49.3,51.9,54.4,56.9,59.4,61.9,64.5,66.9,69.4,71.8],"rank":5,"d4":9.9}},"NCL":{"n":"New Caledonia","r":"Oceania","num":"540","pop":0.3,"free":{"v":48.8,"lo":33.9,"hi":63.8,"q":"modeled","src":[],"h":[28.6,29.9,31.2,32.5,33.8,35.2,36.6,38.0,39.3,40.7,42.1,43.5,44.8,46.2,47.5,48.8],"d4":5.3},"paid":{"v":25.8,"lo":5.8,"hi":45.7,"q":"modeled","src":[],"h":[8.1,8.8,9.6,10.4,11.3,12.2,13.3,14.4,15.5,16.8,18.1,19.5,21.0,22.5,24.1,25.8],"d4":6.3},"agentic":{"v":50.2,"lo":43.6,"hi":56.7,"q":"blended","src":["gh_devs"],"h":[33.3,34.3,35.4,36.4,37.5,38.6,39.8,40.9,42.0,43.2,44.3,45.5,46.6,47.8,49.0,50.2],"d4":4.7},"composite":{"v":52.4,"q":"modeled","src":[],"h":[28.3,29.6,31.0,32.4,33.8,35.3,36.9,38.5,40.0,41.7,43.4,45.1,46.9,48.7,50.5,52.4],"d4":7.3}},"NZL":{"n":"New Zealand","r":"Oceania","num":"554","pop":5.32,"free":{"v":47.3,"lo":44.9,"hi":49.8,"q":"measured","src":["ms_diffusion"],"h":[24.6,25.9,27.2,28.6,30.1,31.5,33.0,34.5,36.1,37.7,39.3,40.9,42.5,44.1,45.7,47.3],"alt":[{"s":"Gallup weekly use","v":50.9,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":78.5,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":10,"d4":6.4},"paid":{"v":33.7,"lo":27.1,"hi":40.2,"q":"blended","src":["oecd_ict"],"h":[11.6,12.6,13.6,14.8,15.9,17.2,18.6,20.0,21.5,23.0,24.6,26.3,28.1,29.9,31.8,33.7],"note":"Latest measurement is from 2022; carried forward with its region's growth.","rank":17,"d4":7.4},"agentic":{"v":82.6,"lo":76.0,"hi":89.2,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[61.4,63.1,64.8,66.4,68.0,69.6,71.1,72.6,74.0,75.4,76.7,78.0,79.2,80.4,81.5,82.6],"rank":11,"d4":4.6},"composite":{"v":65.3,"q":"measured","src":[],"h":[36.5,38.2,39.8,41.6,43.4,45.2,47.1,49.0,51.0,53.0,55.0,57.0,59.1,61.1,63.2,65.3],"rank":14,"d4":8.3}},"NIC":{"n":"Nicaragua","r":"Latin America","num":"558","pop":7.01,"free":{"v":13.8,"lo":11.3,"hi":16.3,"q":"measured","src":["ms_diffusion"],"h":[6.2,6.6,7.0,7.4,7.8,8.2,8.7,9.2,9.7,10.2,10.7,11.3,11.9,12.5,13.1,13.8],"rank":103,"d4":2.5},"paid":{"v":11.5,"lo":0,"hi":31.5,"q":"modeled","src":[],"h":[3.1,3.4,3.7,4.1,4.4,4.9,5.3,5.8,6.3,6.9,7.6,8.2,9.0,9.8,10.6,11.5],"rank":103,"d4":3.3},"agentic":{"v":39.0,"lo":32.4,"hi":45.5,"q":"blended","src":["gh_devs"],"h":[14.8,15.9,17.1,18.4,19.7,21.1,22.6,24.2,25.8,27.5,29.3,31.1,33.0,34.9,36.9,39.0],"rank":103,"d4":7.9},"composite":{"v":24.4,"q":"blended","src":[],"h":[9.1,9.8,10.5,11.3,12.0,12.9,13.8,14.8,15.7,16.8,17.9,19.1,20.4,21.6,22.9,24.4],"rank":103,"d4":5.3}},"NER":{"n":"Niger","r":"Sub-Saharan Africa","num":"562","pop":27.92,"free":{"v":11.3,"lo":6.3,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.7,6.0,6.3,6.6,7.0,7.3,7.7,8.0,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":120,"d4":1.7},"paid":{"v":7.0,"lo":0,"hi":27.0,"q":"modeled","src":[],"h":[1.8,2.0,2.2,2.4,2.6,2.9,3.1,3.4,3.8,4.1,4.5,4.9,5.4,5.9,6.4,7.0],"rank":148,"d4":2.1},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":154,"d4":0.5},"composite":{"v":9.3,"q":"blended","src":[],"h":[3.8,4.0,4.2,4.5,4.8,5.1,5.4,5.7,6.1,6.5,6.9,7.3,7.7,8.2,8.7,9.3],"rank":148,"d4":2.0}},"NGA":{"n":"Nigeria","r":"Sub-Saharan Africa","num":"566","pop":237.53,"free":{"v":11.1,"lo":6.5,"hi":15.7,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[5.7,6.0,6.3,6.6,6.9,7.2,7.5,7.9,8.3,8.6,9.0,9.4,9.8,10.2,10.7,11.1],"note":"Group estimate shared with neighboring countries in the source.","alt":[{"s":"Gallup weekly use","v":15.0,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":96.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":124,"d4":1.7},"paid":{"v":8.4,"lo":0,"hi":28.3,"q":"modeled","src":[],"h":[2.2,2.4,2.6,2.9,3.1,3.4,3.8,4.1,4.5,4.9,5.4,5.9,6.4,7.0,7.7,8.4],"rank":132,"d4":2.5},"agentic":{"v":36.1,"lo":29.5,"hi":42.6,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[15.3,16.4,17.4,18.5,19.7,20.9,22.2,23.5,24.9,26.4,27.9,29.4,31.0,32.6,34.3,36.1],"rank":108,"d4":6.7},"composite":{"v":20.6,"q":"blended","src":[],"h":[8.5,9.1,9.7,10.3,10.9,11.6,12.3,13.1,13.9,14.7,15.6,16.5,17.4,18.4,19.5,20.6],"rank":115,"d4":4.1}},"MKD":{"n":"North Macedonia","r":"Europe","num":"807","pop":1.82,"free":{"v":27.1,"lo":14.4,"hi":39.8,"q":"blended","src":["anthropic_aui"],"h":[11.8,12.5,13.3,14.1,15.0,15.9,16.8,17.8,18.8,19.9,21.0,22.1,23.3,24.5,25.8,27.1],"rank":54,"d4":5.0},"paid":{"v":18.1,"lo":0,"hi":38.0,"q":"modeled","src":[],"h":[5.2,5.6,6.2,6.7,7.3,8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.3,15.5,16.7,18.1],"rank":56,"d4":4.9},"agentic":{"v":67.4,"lo":60.9,"hi":74.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[51.5,52.7,53.8,54.9,56.0,57.0,58.1,59.2,60.3,61.3,62.4,63.4,64.4,65.4,66.4,67.4],"rank":48,"d4":4.0},"composite":{"v":42.8,"q":"blended","src":[],"h":[23.9,24.9,25.9,26.9,27.9,29.0,30.2,31.4,32.6,33.9,35.3,36.7,38.1,39.6,41.2,42.8],"rank":50,"d4":6.1}},"NOR":{"n":"Norway","r":"Europe","num":"578","pop":5.61,"free":{"v":51.4,"lo":49.0,"hi":53.9,"q":"measured","src":["ms_diffusion"],"h":[36.1,37.1,38.1,39.1,40.1,41.1,42.2,43.2,44.2,45.3,46.3,47.3,48.4,49.4,50.4,51.4],"alt":[{"s":"GWI monthly use","v":82.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":6,"d4":4.1},"paid":{"v":41.8,"lo":38.5,"hi":45.0,"q":"measured","src":["eurostat_ai"],"h":[14.2,15.5,16.8,18.3,19.9,21.5,23.2,25.0,26.9,28.9,30.9,33.0,35.2,37.3,39.5,41.8],"rank":11,"d4":8.8},"agentic":{"v":81.9,"lo":75.3,"hi":88.5,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[57.6,59.6,61.5,63.4,65.2,67.0,68.7,70.4,72.1,73.7,75.2,76.6,78.1,79.4,80.7,81.9],"rank":15,"d4":5.3},"composite":{"v":71.2,"q":"measured","src":[],"h":[42.4,44.2,45.9,47.7,49.6,51.4,53.3,55.2,57.2,59.2,61.2,63.1,65.2,67.2,69.2,71.2],"rank":6,"d4":8.1}},"OMN":{"n":"Oman","r":"Middle East & N. Africa","num":"512","pop":5.49,"free":{"v":30.2,"lo":27.7,"hi":32.6,"q":"measured","src":["ms_diffusion"],"h":[14.3,15.1,16.0,16.8,17.8,18.7,19.7,20.7,21.8,22.9,24.0,25.2,26.4,27.6,28.9,30.2],"rank":42,"d4":5.0},"paid":{"v":19.4,"lo":0,"hi":39.3,"q":"modeled","src":[],"h":[8.2,8.7,9.2,9.8,10.4,11.1,11.7,12.4,13.2,13.9,14.8,15.6,16.5,17.4,18.4,19.4],"rank":45,"d4":3.8},"agentic":{"v":54.3,"lo":47.7,"hi":60.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[23.9,25.5,27.3,29.1,30.9,32.9,34.8,36.9,39.0,41.1,43.3,45.5,47.7,49.9,52.1,54.3],"rank":77,"d4":8.8},"composite":{"v":41.1,"q":"measured","src":[],"h":[18.4,19.6,20.8,22.0,23.4,24.8,26.1,27.6,29.2,30.7,32.4,34.1,35.8,37.5,39.3,41.1],"rank":54,"d4":7.0}},"PAK":{"n":"Pakistan","r":"South Asia","num":"586","pop":255.22,"free":{"v":13.0,"lo":10.6,"hi":15.5,"q":"measured","src":["ms_diffusion"],"h":[6.3,6.6,6.9,7.3,7.7,8.1,8.5,8.9,9.4,9.8,10.3,10.8,11.4,11.9,12.5,13.0],"rank":104,"d4":2.2},"paid":{"v":9.3,"lo":0,"hi":29.3,"q":"modeled","src":[],"h":[2.5,2.7,2.9,3.2,3.5,3.9,4.2,4.6,5.1,5.6,6.1,6.6,7.2,7.9,8.6,9.3],"rank":122,"d4":2.7},"agentic":{"v":42.2,"lo":35.6,"hi":48.8,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[16.7,17.9,19.3,20.6,22.1,23.6,25.2,26.8,28.5,30.3,32.2,34.1,36.1,38.1,40.1,42.2],"rank":95,"d4":8.1},"composite":{"v":23.8,"q":"measured","src":[],"h":[9.4,10.0,10.7,11.4,12.2,13.1,13.9,14.8,15.8,16.8,17.9,18.9,20.1,21.3,22.6,23.8],"rank":106,"d4":4.9}},"PAN":{"n":"Panama","r":"Latin America","num":"591","pop":4.57,"free":{"v":26.2,"lo":23.7,"hi":28.6,"q":"measured","src":["ms_diffusion"],"h":[13.4,14.1,14.8,15.6,16.3,17.1,17.9,18.7,19.6,20.5,21.4,22.3,23.2,24.2,25.2,26.2],"rank":60,"d4":3.9},"paid":{"v":20.8,"lo":0.8,"hi":40.7,"q":"modeled","src":[],"h":[6.1,6.7,7.3,8.0,8.7,9.5,10.3,11.2,12.1,13.1,14.2,15.4,16.6,17.9,19.3,20.8],"rank":43,"d4":5.4},"agentic":{"v":61.1,"lo":54.5,"hi":67.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[34.2,35.9,37.6,39.3,41.1,42.9,44.7,46.5,48.4,50.2,52.0,53.9,55.7,57.5,59.3,61.1],"rank":65,"d4":7.2},"composite":{"v":41.8,"q":"measured","src":[],"h":[20.0,21.2,22.3,23.6,24.8,26.2,27.5,28.9,30.4,31.9,33.4,35.0,36.6,38.3,40.0,41.8],"rank":53,"d4":6.8}},"PNG":{"n":"Papua New Guinea","r":"Oceania","num":"598","pop":10.76,"free":{"v":7.8,"lo":2.9,"hi":12.7,"q":"blended","src":["ms_diffusion"],"h":[6.4,6.5,6.6,6.6,6.7,6.8,6.9,7.0,7.1,7.2,7.3,7.4,7.5,7.6,7.7,7.8],"note":"Group estimate shared with neighboring countries in the source.","rank":151,"d4":0.4},"paid":{"v":10.3,"lo":0,"hi":30.3,"q":"modeled","src":[],"h":[2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.2,5.7,6.2,6.7,7.4,8.0,8.7,9.5,10.3],"rank":115,"d4":2.9},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":155,"d4":0.5},"composite":{"v":9.2,"q":"blended","src":[],"h":[4.6,4.8,4.9,5.1,5.3,5.6,5.8,6.1,6.4,6.7,7.0,7.4,7.8,8.2,8.7,9.2],"rank":149,"d4":1.8}},"PRY":{"n":"Paraguay","r":"Latin America","num":"600","pop":7.01,"free":{"v":13.9,"lo":11.4,"hi":16.4,"q":"measured","src":["ms_diffusion"],"h":[6.4,6.8,7.1,7.5,7.9,8.4,8.8,9.3,9.8,10.3,10.8,11.4,12.0,12.6,13.2,13.9],"rank":102,"d4":2.5},"paid":{"v":14.9,"lo":0,"hi":34.9,"q":"modeled","src":[],"h":[4.1,4.5,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.1,9.9,10.8,11.7,12.7,13.8,14.9],"rank":74,"d4":4.1},"agentic":{"v":48.8,"lo":42.3,"hi":55.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[21.9,23.3,24.8,26.4,28.0,29.6,31.4,33.2,35.0,36.9,38.8,40.8,42.7,44.8,46.8,48.8],"rank":85,"d4":8.0},"composite":{"v":29.0,"q":"measured","src":[],"h":[11.8,12.6,13.5,14.4,15.3,16.3,17.4,18.5,19.6,20.8,22.0,23.3,24.7,26.1,27.5,29.0],"rank":90,"d4":5.7}},"PER":{"n":"Peru","r":"Latin America","num":"604","pop":34.58,"free":{"v":19.3,"lo":16.9,"hi":21.8,"q":"measured","src":["ms_diffusion"],"h":[7.8,8.3,8.9,9.5,10.1,10.7,11.4,12.2,12.9,13.7,14.6,15.4,16.3,17.3,18.3,19.3],"rank":80,"d4":3.9},"paid":{"v":16.8,"lo":0,"hi":36.7,"q":"modeled","src":[],"h":[4.7,5.2,5.7,6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.2,14.3,15.5,16.8],"rank":59,"d4":4.6},"agentic":{"v":61.2,"lo":54.6,"hi":67.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[34.2,35.8,37.6,39.3,41.1,42.9,44.7,46.6,48.4,50.3,52.1,54.0,55.8,57.6,59.4,61.2],"rank":64,"d4":7.2},"composite":{"v":36.4,"q":"measured","src":[],"h":[16.5,17.5,18.6,19.6,20.8,21.9,23.1,24.5,25.7,27.1,28.6,30.0,31.5,33.1,34.7,36.4],"rank":68,"d4":6.4}},"PHL":{"n":"Philippines","r":"Southeast Asia","num":"608","pop":116.79,"free":{"v":22.5,"lo":20.1,"hi":25.0,"q":"measured","src":["ms_diffusion"],"h":[11.0,11.6,12.2,12.9,13.5,14.2,15.0,15.7,16.5,17.3,18.1,18.9,19.8,20.7,21.6,22.5],"alt":[{"s":"GWI monthly use","v":94.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":70,"d4":3.6},"paid":{"v":13.1,"lo":0,"hi":33.1,"q":"modeled","src":[],"h":[3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.6,9.4,10.2,11.1,12.1,13.1],"rank":87,"d4":3.7},"agentic":{"v":52.8,"lo":46.3,"hi":59.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[26.7,28.2,29.7,31.3,32.9,34.6,36.3,38.1,39.9,41.7,43.5,45.4,47.2,49.1,51.0,52.8],"rank":79,"d4":7.4},"composite":{"v":33.6,"q":"measured","src":[],"h":[15.3,16.2,17.2,18.2,19.2,20.3,21.4,22.6,23.9,25.1,26.4,27.8,29.2,30.6,32.1,33.6],"rank":76,"d4":5.8}},"POL":{"n":"Poland","r":"Europe","num":"616","pop":36.44,"free":{"v":35.3,"lo":32.8,"hi":37.8,"q":"measured","src":["ms_diffusion"],"h":[16.2,17.2,18.2,19.3,20.4,21.6,22.8,24.0,25.3,26.6,28.0,29.4,30.8,32.3,33.8,35.3],"alt":[{"s":"GWI monthly use","v":81.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":29,"d4":5.9},"paid":{"v":12.6,"lo":9.3,"hi":15.9,"q":"measured","src":["eurostat_ai"],"h":[4.4,4.7,5.1,5.4,5.9,6.3,6.8,7.3,7.8,8.4,9.0,9.6,10.3,11.0,11.8,12.6],"rank":93,"d4":3.0},"agentic":{"v":69.7,"lo":63.2,"hi":76.3,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[47.5,49.0,50.6,52.1,53.7,55.2,56.8,58.3,59.8,61.3,62.8,64.2,65.6,67.0,68.4,69.7],"rank":40,"d4":5.5},"composite":{"v":44.9,"q":"measured","src":[],"h":[24.6,25.6,26.8,28.0,29.3,30.5,31.8,33.1,34.5,35.9,37.3,38.8,40.2,41.7,43.3,44.9],"rank":45,"d4":6.1}},"PRT":{"n":"Portugal","r":"Europe","num":"620","pop":10.8,"free":{"v":30.0,"lo":27.5,"hi":32.4,"q":"measured","src":["ms_diffusion"],"h":[14.1,14.9,15.7,16.6,17.5,18.5,19.5,20.5,21.6,22.7,23.8,25.0,26.2,27.4,28.7,30.0],"alt":[{"s":"GWI monthly use","v":87.5,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":44,"d4":5.0},"paid":{"v":14.6,"lo":11.3,"hi":17.9,"q":"measured","src":["eurostat_ai"],"h":[8.0,8.3,8.7,9.0,9.4,9.8,10.2,10.7,11.1,11.5,12.0,12.5,13.0,13.5,14.0,14.6],"rank":76,"d4":2.1},"agentic":{"v":80.5,"lo":74.0,"hi":87.1,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[52.3,54.5,56.7,58.8,61.0,63.1,65.1,67.1,69.0,70.9,72.7,74.4,76.0,77.6,79.1,80.5],"rank":17,"d4":6.1},"composite":{"v":46.4,"q":"measured","src":[],"h":[26.7,28.0,29.2,30.4,31.8,33.1,34.4,35.7,37.0,38.4,39.7,41.1,42.4,43.7,45.1,46.4],"rank":42,"d4":5.3}},"PRI":{"n":"Puerto Rico","r":"Latin America","num":"630","pop":3.18,"free":{"v":33.0,"lo":20.3,"hi":45.8,"q":"blended","src":["anthropic_aui"],"h":[16.4,17.2,18.2,19.1,20.1,21.1,22.2,23.3,24.4,25.5,26.7,27.9,29.2,30.4,31.7,33.0],"rank":36,"d4":5.1},"paid":{"v":26.5,"lo":6.6,"hi":46.5,"q":"modeled","src":[],"h":[8.4,9.1,9.9,10.8,11.7,12.7,13.7,14.9,16.1,17.3,18.7,20.1,21.6,23.2,24.8,26.5],"rank":31,"d4":6.4},"agentic":{"v":63.0,"lo":56.4,"hi":69.5,"q":"measured","src":["gh_devs","claude_coding"],"h":[41.1,42.5,44.0,45.4,46.9,48.4,49.9,51.4,52.9,54.3,55.8,57.3,58.7,60.2,61.6,63.0],"rank":59,"d4":5.7},"composite":{"v":48.6,"q":"blended","src":[],"h":[24.7,25.9,27.2,28.6,30.0,31.4,32.9,34.5,36.1,37.7,39.4,41.2,43.0,44.9,46.7,48.6],"rank":35,"d4":7.4}},"QAT":{"n":"Qatar","r":"Middle East & N. Africa","num":"634","pop":2.97,"free":{"v":47.4,"lo":44.9,"hi":49.9,"q":"measured","src":["ms_diffusion"],"h":[20.9,22.3,23.8,25.4,27.0,28.7,30.4,32.2,34.0,35.8,37.7,39.6,41.6,43.5,45.5,47.4],"rank":8,"d4":7.8},"paid":{"v":30.0,"lo":10.0,"hi":50.0,"q":"modeled","src":[],"h":[14.0,14.8,15.6,16.5,17.4,18.4,19.4,20.4,21.5,22.6,23.8,25.0,26.2,27.4,28.7,30.0],"rank":21,"d4":5.0},"agentic":{"v":68.9,"lo":62.3,"hi":75.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[37.9,40.0,42.0,44.1,46.3,48.4,50.5,52.7,54.8,56.9,59.0,61.1,63.1,65.1,67.0,68.9],"rank":45,"d4":7.8},"composite":{"v":59.4,"q":"measured","src":[],"h":[28.8,30.6,32.3,34.2,36.1,38.1,40.0,42.1,44.2,46.3,48.5,50.6,52.8,55.0,57.2,59.4],"rank":20,"d4":8.8}},"ROU":{"n":"Romania","r":"Europe","num":"642","pop":19.02,"free":{"v":19.4,"lo":16.9,"hi":21.8,"q":"measured","src":["ms_diffusion"],"h":[10.8,11.2,11.7,12.2,12.7,13.2,13.7,14.3,14.9,15.4,16.1,16.7,17.3,18.0,18.7,19.4],"alt":[{"s":"GWI monthly use","v":85.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":79,"d4":2.7},"paid":{"v":8.8,"lo":5.5,"hi":12.1,"q":"measured","src":["eurostat_ai"],"h":[2.3,2.5,2.8,3.0,3.3,3.6,4.0,4.4,4.8,5.2,5.7,6.2,6.8,7.4,8.1,8.8],"rank":129,"d4":2.6},"agentic":{"v":65.1,"lo":58.5,"hi":71.7,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[44.4,45.8,47.2,48.6,50.0,51.4,52.8,54.3,55.7,57.0,58.4,59.8,61.1,62.5,63.8,65.1],"rank":52,"d4":5.3},"composite":{"v":33.6,"q":"measured","src":[],"h":[19.9,20.6,21.4,22.2,23.0,23.8,24.7,25.6,26.6,27.4,28.4,29.4,30.4,31.4,32.5,33.6],"rank":77,"d4":4.2}},"RUS":{"n":"Russia","r":"Eurasia","num":"643","pop":143.51,"free":{"v":11.1,"lo":8.6,"hi":13.6,"q":"measured","src":["ms_diffusion"],"h":[4.5,4.8,5.1,5.4,5.8,6.1,6.5,6.9,7.4,7.8,8.3,8.8,9.3,9.9,10.5,11.1],"alt":[{"s":"Gallup weekly use","v":37.4,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"VCIOM","v":78,"u":"% of internet users, 12 months","p":"Jun 2026"}],"rank":125,"d4":2.3},"paid":{"v":19.4,"lo":0,"hi":39.4,"q":"modeled","src":[],"h":[5.7,6.2,6.7,7.4,8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.3,15.5,16.7,18.0,19.4],"rank":46,"d4":5.1},"agentic":{"v":52.2,"lo":45.6,"hi":58.7,"q":"measured","src":["gh_devs","so_agents"],"h":[39.7,40.5,41.3,42.1,43.0,43.8,44.6,45.4,46.3,47.1,48.0,48.8,49.6,50.5,51.3,52.2],"rank":82,"d4":3.4},"composite":{"v":30.9,"q":"measured","src":[],"h":[17.0,17.7,18.3,19.0,19.8,20.5,21.4,22.2,23.2,24.1,25.1,26.2,27.3,28.4,29.6,30.9],"rank":83,"d4":4.7}},"RWA":{"n":"Rwanda","r":"Sub-Saharan Africa","num":"646","pop":14.57,"free":{"v":8.4,"lo":3.8,"hi":13.0,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.5,3.8,4.0,4.3,4.5,4.8,5.1,5.4,5.7,6.1,6.4,6.8,7.1,7.5,7.9,8.4],"note":"Group estimate shared with neighboring countries in the source.","rank":148,"d4":1.6},"paid":{"v":7.9,"lo":0,"hi":27.9,"q":"modeled","src":[],"h":[2.1,2.3,2.5,2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9],"rank":139,"d4":2.3},"agentic":{"v":30.3,"lo":23.8,"hi":36.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[5.4,6.1,7.0,7.9,8.9,10.1,11.4,12.8,14.4,16.2,18.1,20.2,22.5,24.9,27.5,30.3],"rank":112,"d4":10.1},"composite":{"v":17.2,"q":"blended","src":[],"h":[4.4,4.9,5.3,5.9,6.4,7.1,7.8,8.5,9.3,10.3,11.2,12.3,13.3,14.6,15.8,17.2],"rank":123,"d4":4.9}},"LCA":{"n":"Saint Lucia","r":"Latin America","num":"662","pop":0.18,"free":{"v":41.3,"lo":26.3,"hi":56.2,"q":"modeled","src":[],"h":[25.3,26.4,27.4,28.5,29.5,30.6,31.7,32.8,33.9,34.9,36.0,37.1,38.2,39.2,40.2,41.3],"d4":4.2},"paid":{"v":20.3,"lo":0.4,"hi":40.3,"q":"modeled","src":[],"h":[6.0,6.5,7.1,7.8,8.5,9.2,10.0,10.9,11.8,12.8,13.9,15.0,16.2,17.5,18.9,20.3],"d4":5.3},"agentic":{"v":56.6,"lo":50.1,"hi":63.2,"q":"blended","src":["gh_devs"],"h":[35.8,37.1,38.4,39.8,41.1,42.5,43.9,45.3,46.7,48.1,49.6,51.0,52.4,53.8,55.2,56.6],"d4":5.6},"composite":{"v":47.8,"q":"modeled","src":[],"h":[26.4,27.6,28.8,30.1,31.3,32.6,34.0,35.4,36.9,38.3,39.8,41.4,42.9,44.5,46.1,47.8],"d4":6.4}},"WSM":{"n":"Samoa","r":"Oceania","num":"882","pop":0.22,"free":{"v":29.2,"lo":14.2,"hi":44.2,"q":"modeled","src":[],"h":[27.9,28.0,28.1,28.2,28.4,28.5,28.6,28.7,28.7,28.8,28.9,29.0,29.0,29.1,29.2,29.2],"d4":0.2},"paid":{"v":13.9,"lo":0,"hi":33.8,"q":"modeled","src":[],"h":[3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.7,8.4,9.2,10.0,10.9,11.8,12.8,13.9],"d4":3.9},"agentic":{"v":22.2,"lo":15.6,"hi":28.8,"q":"blended","src":["gh_devs"],"h":[3.0,3.4,4.0,4.6,5.3,6.0,7.0,8.0,9.1,10.5,11.9,13.6,15.4,17.5,19.7,22.2],"d4":8.6},"composite":{"v":28.2,"q":"modeled","src":[],"h":[16.8,17.1,17.6,18.0,18.5,19.1,19.7,20.3,20.9,21.8,22.6,23.6,24.6,25.7,26.9,28.2],"d4":4.6}},"STP":{"n":"Sao Tome and Principe","r":"Sub-Saharan Africa","num":"678","pop":0.24,"free":{"v":26.4,"lo":11.5,"hi":41.4,"q":"modeled","src":[],"h":[13.5,14.2,15.0,15.7,16.5,17.3,18.2,19.0,19.9,20.8,21.7,22.6,23.6,24.5,25.5,26.4],"d4":3.8},"paid":{"v":13.1,"lo":0,"hi":33.0,"q":"modeled","src":[],"h":[3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.6,9.4,10.2,11.1,12.1,13.1],"d4":3.7},"agentic":{"v":19.9,"lo":13.4,"hi":26.5,"q":"blended","src":["gh_devs"],"h":[0.4,0.6,0.7,1.0,1.3,1.6,2.1,2.8,3.6,4.7,6.1,7.8,10.0,12.7,16.0,19.9],"d4":12.1},"composite":{"v":25.7,"q":"modeled","src":[],"h":[8.7,9.2,9.9,10.5,11.2,11.9,12.8,13.7,14.7,15.8,17.0,18.3,19.9,21.6,23.6,25.7],"d4":7.4}},"SAU":{"n":"Saudi Arabia","r":"Middle East & N. Africa","num":"682","pop":36.97,"free":{"v":35.4,"lo":32.9,"hi":37.8,"q":"measured","src":["ms_diffusion"],"h":[12.3,13.3,14.4,15.6,16.8,18.1,19.5,21.0,22.6,24.2,25.9,27.7,29.5,31.4,33.4,35.4],"alt":[{"s":"GWI monthly use","v":93.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":27,"d4":7.7},"paid":{"v":41.6,"lo":38.3,"hi":44.9,"q":"measured","src":["gastat_sa"],"h":[21.8,23.0,24.1,25.3,26.5,27.8,29.1,30.4,31.7,33.1,34.5,35.9,37.3,38.7,40.2,41.6],"rank":12,"d4":5.7},"agentic":{"v":61.3,"lo":54.8,"hi":67.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[30.5,32.3,34.3,36.2,38.2,40.2,42.3,44.4,46.6,48.7,50.8,53.0,55.1,57.2,59.3,61.3],"rank":63,"d4":8.3},"composite":{"v":56.9,"q":"measured","src":[],"h":[26.2,27.8,29.5,31.3,33.1,35.0,37.0,39.0,41.1,43.3,45.4,47.7,49.9,52.2,54.6,56.9],"rank":23,"d4":9.2}},"SEN":{"n":"Senegal","r":"Sub-Saharan Africa","num":"686","pop":18.93,"free":{"v":15.4,"lo":13.0,"hi":17.9,"q":"measured","src":["ms_diffusion"],"h":[8.9,9.3,9.6,10.0,10.4,10.8,11.2,11.6,12.0,12.5,13.0,13.4,13.9,14.4,14.9,15.4],"rank":93,"d4":2.0},"paid":{"v":10.1,"lo":0,"hi":30.0,"q":"modeled","src":[],"h":[2.7,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.6,7.2,7.8,8.5,9.3,10.1],"rank":116,"d4":2.9},"agentic":{"v":33.3,"lo":26.8,"hi":39.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[9.6,10.6,11.6,12.7,13.9,15.1,16.5,18.0,19.6,21.2,23.0,24.9,26.8,28.9,31.1,33.3],"rank":110,"d4":8.4},"composite":{"v":22.7,"q":"measured","src":[],"h":[8.7,9.3,9.9,10.6,11.3,12.0,12.8,13.7,14.6,15.6,16.7,17.8,18.9,20.1,21.4,22.7],"rank":109,"d4":4.9}},"SRB":{"n":"Serbia","r":"Europe","num":"688","pop":6.55,"free":{"v":28.2,"lo":25.7,"hi":30.6,"q":"measured","src":["ms_diffusion"],"h":[11.2,12.0,12.9,13.7,14.7,15.6,16.7,17.8,18.9,20.1,21.3,22.6,23.9,25.3,26.7,28.2],"alt":[{"s":"GWI monthly use","v":91.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":49,"d4":5.6},"paid":{"v":18.2,"lo":14.9,"hi":21.4,"q":"measured","src":["eurostat_ai"],"h":[3.8,4.3,4.8,5.4,6.0,6.6,7.4,8.2,9.1,10.1,11.2,12.4,13.7,15.1,16.6,18.2],"rank":55,"d4":5.8},"agentic":{"v":70.7,"lo":64.1,"hi":77.2,"q":"measured","src":["gh_devs","claude_coding"],"h":[53.7,54.9,56.1,57.3,58.5,59.7,60.8,62.0,63.1,64.3,65.4,66.5,67.5,68.6,69.6,70.7],"rank":38,"d4":4.2},"composite":{"v":44.4,"q":"measured","src":[],"h":[23.6,24.6,25.7,26.7,27.9,29.0,30.3,31.6,32.9,34.4,35.9,37.5,39.0,40.8,42.5,44.4],"rank":47,"d4":6.9}},"SYC":{"n":"Seychelles","r":"Sub-Saharan Africa","num":"690","pop":0.12,"free":{"v":43.6,"lo":28.6,"hi":58.6,"q":"modeled","src":[],"h":[23.3,24.5,25.7,27.0,28.2,29.5,30.9,32.2,33.6,35.0,36.4,37.8,39.3,40.7,42.2,43.6],"d4":5.8},"paid":{"v":22.8,"lo":2.8,"hi":42.7,"q":"modeled","src":[],"h":[6.9,7.5,8.2,8.9,9.7,10.5,11.5,12.4,13.5,14.6,15.8,17.0,18.4,19.8,21.2,22.8],"d4":5.8},"agentic":{"v":99.7,"lo":93.2,"hi":100,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.1,0.2,0.7,2.4,7.4,21.0,46.9,74.6,90.7,97.0,99.1,99.7],"d4":25.1},"composite":{"v":63.1,"q":"modeled","src":[],"h":[15.1,16.0,17.0,17.9,19.0,20.1,21.4,23.0,25.8,31.1,40.2,49.8,56.1,59.4,61.4,63.1],"d4":13.3}},"SLE":{"n":"Sierra Leone","r":"Sub-Saharan Africa","num":"694","pop":8.82,"free":{"v":11.3,"lo":6.3,"hi":16.2,"q":"blended","src":["ms_diffusion"],"h":[5.7,6.0,6.3,6.6,7.0,7.3,7.7,8.0,8.4,8.8,9.2,9.6,10.0,10.4,10.8,11.3],"note":"Group estimate shared with neighboring countries in the source.","rank":121,"d4":1.7},"paid":{"v":7.3,"lo":0,"hi":27.3,"q":"modeled","src":[],"h":[1.9,2.1,2.3,2.5,2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3],"rank":146,"d4":2.2},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":156,"d4":0.5},"composite":{"v":9.5,"q":"blended","src":[],"h":[3.8,4.0,4.3,4.5,4.9,5.2,5.5,5.8,6.2,6.6,7.0,7.4,7.8,8.3,8.8,9.5],"rank":147,"d4":2.1}},"SGP":{"n":"Singapore","r":"Southeast Asia","num":"702","pop":6.11,"ll":[103.82,1.35],"free":{"v":67.1,"lo":64.6,"hi":69.5,"q":"measured","src":["ms_diffusion"],"h":[42.9,44.7,46.4,48.2,49.9,51.6,53.3,55.0,56.6,58.2,59.8,61.4,62.9,64.3,65.7,67.1],"alt":[{"s":"Gallup weekly use","v":62.2,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":89.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":2,"d4":5.7},"paid":{"v":46.9,"lo":43.6,"hi":50.2,"q":"measured","src":["imda_sg"],"h":[18.9,20.3,21.9,23.5,25.2,27.0,28.8,30.7,32.6,34.6,36.6,38.7,40.7,42.8,44.9,46.9],"rank":6,"d4":8.2},"agentic":{"v":97.5,"lo":91.0,"hi":100,"q":"measured","src":["gh_devs","claude_coding"],"h":[89.4,90.4,91.2,92.0,92.7,93.4,94.0,94.6,95.1,95.5,96.0,96.3,96.7,97.0,97.3,97.5],"rank":2,"d4":1.2},"composite":{"v":86.2,"q":"measured","src":[],"h":[57.7,59.6,61.5,63.4,65.4,67.3,69.2,71.2,73.1,75.0,77.0,78.9,80.8,82.6,84.5,86.2],"rank":1,"d4":7.3}},"SVK":{"n":"Slovakia","r":"Europe","num":"703","pop":5.41,"free":{"v":29.7,"lo":27.2,"hi":32.1,"q":"measured","src":["ms_diffusion"],"h":[13.9,14.7,15.5,16.4,17.3,18.2,19.2,20.2,21.3,22.4,23.5,24.7,25.9,27.1,28.4,29.7],"alt":[{"s":"Gallup weekly use","v":50.0,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":45,"d4":5.0},"paid":{"v":27.5,"lo":24.3,"hi":30.8,"q":"measured","src":["eurostat_ai"],"h":[8.6,9.4,10.2,11.1,12.1,13.1,14.2,15.4,16.7,18.0,19.4,20.9,22.5,24.1,25.8,27.5],"rank":28,"d4":6.6},"agentic":{"v":69.1,"lo":62.6,"hi":75.7,"q":"measured","src":["gh_devs","claude_coding"],"h":[47.0,48.5,50.0,51.6,53.1,54.7,56.2,57.7,59.2,60.7,62.2,63.6,65.0,66.4,67.8,69.1],"rank":44,"d4":5.5},"composite":{"v":49.3,"q":"measured","src":[],"h":[25.4,26.6,27.9,29.2,30.6,32.1,33.6,35.1,36.8,38.4,40.1,41.9,43.7,45.5,47.4,49.3],"rank":34,"d4":7.4}},"SVN":{"n":"Slovenia","r":"Europe","num":"705","pop":2.13,"free":{"v":32.9,"lo":30.4,"hi":35.4,"q":"measured","src":["ms_diffusion"],"h":[15.3,16.2,17.2,18.1,19.2,20.2,21.3,22.5,23.6,24.9,26.1,27.4,28.7,30.1,31.5,32.9],"rank":37,"d4":5.5},"paid":{"v":30.1,"lo":26.8,"hi":33.4,"q":"measured","src":["eurostat_ai"],"h":[12.2,13.0,13.9,14.8,15.8,16.9,18.0,19.2,20.4,21.6,22.9,24.3,25.7,27.1,28.6,30.1],"rank":20,"d4":5.8},"agentic":{"v":77.1,"lo":70.5,"hi":83.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[57.8,59.2,60.6,62.1,63.5,64.8,66.2,67.5,68.8,70.1,71.3,72.5,73.7,74.9,76.0,77.1],"rank":23,"d4":4.6},"composite":{"v":54.6,"q":"measured","src":[],"h":[31.1,32.4,33.7,35.1,36.6,38.0,39.5,41.1,42.6,44.3,45.9,47.6,49.3,51.1,52.9,54.6],"rank":29,"d4":7.0}},"SLB":{"n":"Solomon Islands","r":"Oceania","num":"090","pop":0.84,"free":{"v":20.1,"lo":5.2,"hi":35.1,"q":"modeled","src":[],"h":[12.6,13.1,13.6,14.1,14.6,15.1,15.7,16.2,16.7,17.2,17.7,18.2,18.7,19.2,19.7,20.1],"d4":1.9},"paid":{"v":10.0,"lo":0,"hi":29.9,"q":"modeled","src":[],"h":[2.6,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.4,6.0,6.5,7.1,7.7,8.4,9.2,10.0],"d4":2.9},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"d4":0.5},"composite":{"v":15.2,"q":"modeled","src":[],"h":[7.6,8.0,8.4,8.8,9.2,9.7,10.1,10.6,11.1,11.6,12.1,12.7,13.2,13.8,14.5,15.2],"d4":2.5}},"SOM":{"n":"Somalia","r":"Sub-Saharan Africa","num":"706","pop":19.65,"free":{"v":8.8,"lo":3.9,"hi":13.7,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.8,6.2,6.5,6.9,7.2,7.6,8.0,8.4,8.8],"note":"Group estimate shared with neighboring countries in the source.","rank":144,"d4":1.6},"paid":{"v":6.7,"lo":0,"hi":26.7,"q":"modeled","src":[],"h":[1.7,1.9,2.1,2.3,2.5,2.7,3.0,3.3,3.6,4.0,4.3,4.7,5.2,5.7,6.2,6.7],"rank":152,"d4":2.0},"agentic":{"v":19.5,"lo":13.0,"hi":26.1,"q":"blended","src":["gh_devs"],"h":[0.8,1.0,1.2,1.5,1.9,2.4,3.0,3.7,4.6,5.7,7.1,8.8,10.8,13.3,16.2,19.5],"rank":125,"d4":10.7},"composite":{"v":13.6,"q":"blended","src":[],"h":[3.0,3.3,3.6,4.0,4.3,4.7,5.2,5.7,6.3,7.0,7.7,8.6,9.6,10.8,12.2,13.6],"rank":131,"d4":5.0}},"ZAF":{"n":"South Africa","r":"Sub-Saharan Africa","num":"710","pop":64.75,"free":{"v":26.3,"lo":23.8,"hi":28.7,"q":"measured","src":["ms_diffusion"],"h":[11.8,12.5,13.3,14.1,14.9,15.8,16.7,17.6,18.6,19.6,20.6,21.7,22.8,23.9,25.1,26.3],"alt":[{"s":"Gallup weekly use","v":20.9,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":93.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":58,"d4":4.6},"paid":{"v":15.4,"lo":0,"hi":35.4,"q":"modeled","src":[],"h":[4.3,4.7,5.2,5.6,6.2,6.7,7.3,8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.3,15.4],"rank":72,"d4":4.2},"agentic":{"v":48.5,"lo":41.9,"hi":55.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[22.5,23.9,25.4,26.9,28.4,30.1,31.7,33.4,35.2,37.0,38.9,40.7,42.6,44.6,46.5,48.5],"rank":86,"d4":7.8},"composite":{"v":35.4,"q":"measured","src":[],"h":[14.8,15.8,16.9,17.9,19.1,20.3,21.5,22.8,24.2,25.7,27.1,28.7,30.3,31.9,33.7,35.4],"rank":70,"d4":6.7}},"SSD":{"n":"South Sudan","r":"Sub-Saharan Africa","num":"728","pop":12.19,"free":{"v":8.8,"lo":3.9,"hi":13.7,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.8,6.2,6.5,6.9,7.2,7.6,8.0,8.4,8.8],"note":"Group estimate shared with neighboring countries in the source.","rank":145,"d4":1.6},"paid":{"v":7.5,"lo":0,"hi":27.5,"q":"modeled","src":[],"h":[1.9,2.1,2.3,2.6,2.8,3.1,3.4,3.7,4.1,4.4,4.9,5.3,5.8,6.3,6.9,7.5],"rank":144,"d4":2.2},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":157,"d4":0.5},"composite":{"v":8.3,"q":"blended","src":[],"h":[2.9,3.1,3.4,3.7,3.9,4.2,4.5,4.8,5.2,5.4,5.9,6.2,6.7,7.2,7.7,8.3],"rank":155,"d4":2.1}},"ESP":{"n":"Spain","r":"Europe","num":"724","pop":49.36,"free":{"v":47.8,"lo":45.3,"hi":50.3,"q":"measured","src":["ms_diffusion"],"h":[28.4,29.6,30.8,32.0,33.2,34.5,35.8,37.1,38.4,39.7,41.1,42.4,43.8,45.1,46.4,47.8],"alt":[{"s":"GWI monthly use","v":80.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":7,"d4":5.4},"paid":{"v":29.7,"lo":26.4,"hi":33.0,"q":"measured","src":["eurostat_ai"],"h":[10.4,11.3,12.2,13.1,14.2,15.3,16.4,17.6,18.9,20.3,21.7,23.2,24.7,26.3,28.0,29.7],"rank":22,"d4":6.5},"agentic":{"v":77.6,"lo":71.0,"hi":84.1,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[50.8,52.9,54.9,56.8,58.8,60.7,62.6,64.5,66.3,68.1,69.8,71.5,73.1,74.6,76.1,77.6],"rank":22,"d4":6.1},"composite":{"v":62.0,"q":"measured","src":[],"h":[34.6,36.3,38.0,39.6,41.3,43.1,44.9,46.7,48.5,50.4,52.3,54.2,56.2,58.1,60.0,62.0],"rank":18,"d4":7.8}},"LKA":{"n":"Sri Lanka","r":"South Asia","num":"144","pop":21.76,"free":{"v":9.7,"lo":5.1,"hi":14.3,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[5.3,5.5,5.8,6.0,6.3,6.5,6.8,7.1,7.4,7.7,8.0,8.3,8.7,9.0,9.4,9.7],"note":"Group estimate shared with neighboring countries in the source.","rank":136,"d4":1.4},"paid":{"v":12.8,"lo":0,"hi":32.7,"q":"modeled","src":[],"h":[3.5,3.8,4.2,4.5,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.2,10.0,10.8,11.8,12.8],"rank":92,"d4":3.6},"agentic":{"v":56.0,"lo":49.5,"hi":62.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[33.8,35.2,36.6,38.0,39.5,40.9,42.4,43.9,45.4,46.9,48.5,50.0,51.5,53.0,54.5,56.0],"rank":71,"d4":6.0},"composite":{"v":28.1,"q":"blended","src":[],"h":[14.5,15.2,16.0,16.6,17.5,18.2,19.1,20.0,20.9,21.8,22.8,23.8,24.8,25.8,27.0,28.1],"rank":93,"d4":4.3}},"SDN":{"n":"Sudan","r":"Middle East & N. Africa","num":"729","pop":51.66,"free":{"v":8.8,"lo":3.9,"hi":13.7,"q":"blended","src":["ms_diffusion"],"h":[3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.8,6.2,6.5,6.9,7.2,7.6,8.0,8.4,8.8],"note":"Group estimate shared with neighboring countries in the source.","rank":146,"d4":1.6},"paid":{"v":6.8,"lo":0,"hi":26.7,"q":"modeled","src":[],"h":[2.6,2.8,2.9,3.1,3.3,3.6,3.8,4.1,4.3,4.6,4.9,5.3,5.6,6.0,6.4,6.8],"rank":150,"d4":1.5},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":158,"d4":0.5},"composite":{"v":8.0,"q":"blended","src":[],"h":[3.2,3.5,3.7,3.9,4.1,4.4,4.7,4.9,5.2,5.5,5.9,6.2,6.6,7.0,7.5,8.0],"rank":156,"d4":1.8}},"SUR":{"n":"Suriname","r":"Latin America","num":"740","pop":0.64,"free":{"v":12.9,"lo":8.0,"hi":17.8,"q":"blended","src":["ms_diffusion"],"h":[4.6,4.9,5.3,5.7,6.1,6.5,7.0,7.5,8.0,8.6,9.2,9.9,10.6,11.3,12.1,12.9],"note":"Group estimate shared with neighboring countries in the source.","d4":3.0},"paid":{"v":15.0,"lo":0,"hi":35.0,"q":"modeled","src":[],"h":[4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.5,9.2,10.0,10.9,11.8,12.8,13.9,15.0],"d4":4.1},"agentic":{"v":45.4,"lo":38.8,"hi":52.0,"q":"blended","src":["gh_devs"],"h":[23.5,24.7,26.0,27.3,28.6,30.0,31.4,32.9,34.3,35.8,37.4,38.9,40.5,42.1,43.8,45.4],"d4":6.5},"composite":{"v":27.6,"q":"blended","src":[],"h":[11.4,12.2,12.9,13.8,14.6,15.5,16.5,17.5,18.5,19.6,20.8,22.1,23.4,24.7,26.1,27.6],"d4":5.5}},"SWE":{"n":"Sweden","r":"Europe","num":"752","pop":10.6,"free":{"v":40.4,"lo":37.9,"hi":42.8,"q":"measured","src":["ms_diffusion"],"h":[20.0,21.1,22.2,23.4,24.7,25.9,27.2,28.6,30.0,31.4,32.8,34.3,35.8,37.3,38.8,40.4],"alt":[{"s":"GWI monthly use","v":75.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":19,"d4":6.1},"paid":{"v":47.3,"lo":44.0,"hi":50.6,"q":"measured","src":["eurostat_ai"],"h":[19.2,20.7,22.3,23.9,25.6,27.4,29.2,31.1,33.1,35.0,37.1,39.1,41.2,43.2,45.3,47.3],"rank":4,"d4":8.2},"agentic":{"v":80.3,"lo":73.8,"hi":86.9,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[58.6,60.3,62.0,63.6,65.2,66.8,68.4,69.9,71.3,72.8,74.1,75.5,76.8,78.0,79.2,80.3],"rank":19,"d4":4.8},"composite":{"v":67.9,"q":"measured","src":[],"h":[37.2,39.0,40.8,42.7,44.7,46.7,48.7,50.8,52.9,55.0,57.2,59.4,61.5,63.7,65.8,67.9],"rank":9,"d4":8.5}},"CHE":{"n":"Switzerland","r":"Europe","num":"756","pop":9.09,"free":{"v":42.5,"lo":40.0,"hi":44.9,"q":"measured","src":["ms_diffusion"],"h":[20.1,21.3,22.5,23.8,25.2,26.6,28.0,29.5,31.0,32.6,34.2,35.8,37.4,39.1,40.8,42.5],"alt":[{"s":"GWI monthly use","v":79.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":15,"d4":6.7},"paid":{"v":28.4,"lo":21.9,"hi":35.0,"q":"blended","src":["oecd_ict"],"h":[9.1,9.9,10.8,11.7,12.7,13.8,14.9,16.2,17.4,18.8,20.2,21.7,23.3,24.9,26.7,28.4],"note":"Latest measurement is from 2023; carried forward with its region's growth.","rank":25,"d4":6.7},"agentic":{"v":82.3,"lo":75.7,"hi":88.8,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[55.3,57.4,59.6,61.7,63.7,65.8,67.7,69.6,71.4,73.2,74.9,76.5,78.1,79.5,80.9,82.3],"rank":13,"d4":5.8},"composite":{"v":60.1,"q":"measured","src":[],"h":[31.2,32.8,34.5,36.3,38.1,39.9,41.8,43.7,45.6,47.7,49.7,51.7,53.8,55.8,58.0,60.1],"rank":19,"d4":8.4}},"SYR":{"n":"Syria","r":"Middle East & N. Africa","num":"760","pop":25.62,"free":{"v":7.8,"lo":5.3,"hi":10.2,"q":"measured","src":["ms_diffusion"],"h":[5.4,5.5,5.7,5.8,5.9,6.1,6.2,6.4,6.6,6.7,6.9,7.1,7.2,7.4,7.6,7.8],"rank":152,"d4":0.7},"paid":{"v":6.7,"lo":0,"hi":26.7,"q":"modeled","src":[],"h":[2.5,2.7,2.9,3.1,3.3,3.5,3.8,4.0,4.3,4.6,4.9,5.2,5.6,5.9,6.3,6.7],"rank":153,"d4":1.5},"agentic":{"v":10.1,"lo":3.5,"hi":16.7,"q":"blended","src":["gh_devs"],"h":[0.2,0.3,0.4,0.5,0.6,0.8,1.0,1.3,1.7,2.2,2.9,3.7,4.8,6.2,7.9,10.1],"rank":134,"d4":6.4},"composite":{"v":10.3,"q":"blended","src":[],"h":[4.0,4.2,4.4,4.6,4.8,5.0,5.3,5.6,6.0,6.3,6.8,7.3,7.8,8.5,9.3,10.3],"rank":139,"d4":3.0}},"TWN":{"n":"Taiwan","r":"East Asia","num":"158","pop":23.4,"free":{"v":37.6,"lo":35.1,"hi":40.0,"q":"measured","src":["ms_diffusion"],"h":[14.4,15.5,16.7,17.9,19.2,20.6,22.1,23.6,25.1,26.8,28.4,30.2,32.0,33.8,35.7,37.6],"alt":[{"s":"GWI monthly use","v":85.5,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":22,"d4":7.4},"paid":{"v":25.7,"lo":5.7,"hi":45.6,"q":"modeled","src":[],"h":[8.0,8.7,9.5,10.3,11.2,12.2,13.2,14.3,15.5,16.7,18.0,19.4,20.9,22.4,24.0,25.7],"rank":32,"d4":6.3},"agentic":{"v":82.3,"lo":75.7,"hi":88.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[52.7,55.0,57.4,59.7,62.0,64.2,66.3,68.4,70.4,72.4,74.2,76.0,77.7,79.3,80.8,82.3],"rank":14,"d4":6.3},"composite":{"v":56.3,"q":"measured","src":[],"h":[27.0,28.6,30.3,32.0,33.8,35.7,37.5,39.5,41.4,43.5,45.5,47.6,49.8,51.9,54.1,56.3],"rank":25,"d4":8.7}},"TJK":{"n":"Tajikistan","r":"Eurasia","num":"762","pop":10.79,"free":{"v":6.9,"lo":2.0,"hi":11.8,"q":"blended","src":["ms_diffusion"],"h":[3.3,3.5,3.7,3.9,4.1,4.3,4.5,4.7,4.9,5.2,5.5,5.7,6.0,6.3,6.6,6.9],"note":"Group estimate shared with neighboring countries in the source.","rank":157,"d4":1.2},"paid":{"v":9.1,"lo":0,"hi":29.1,"q":"modeled","src":[],"h":[2.4,2.6,2.9,3.2,3.5,3.8,4.1,4.5,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.1],"rank":126,"d4":2.6},"agentic":{"v":6.9,"lo":0.3,"hi":13.4,"q":"blended","src":["gh_devs"],"h":[0.1,0.2,0.2,0.3,0.4,0.5,0.7,0.9,1.2,1.5,2.0,2.5,3.3,4.2,5.4,6.9],"rank":137,"d4":4.4},"composite":{"v":10.1,"q":"blended","src":[],"h":[2.9,3.1,3.4,3.6,3.9,4.2,4.5,4.9,5.3,5.8,6.3,6.9,7.5,8.3,9.1,10.1],"rank":140,"d4":3.2}},"TZA":{"n":"Tanzania","r":"Sub-Saharan Africa","num":"834","pop":70.55,"free":{"v":7.8,"lo":3.2,"hi":12.4,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.1,3.3,3.5,3.8,4.0,4.3,4.6,4.9,5.2,5.5,5.9,6.2,6.6,7.0,7.4,7.8],"note":"Group estimate shared with neighboring countries in the source.","rank":153,"d4":1.6},"paid":{"v":8.3,"lo":0,"hi":28.2,"q":"modeled","src":[],"h":[2.2,2.4,2.6,2.8,3.1,3.4,3.7,4.1,4.5,4.9,5.3,5.8,6.4,7.0,7.6,8.3],"rank":133,"d4":2.5},"agentic":{"v":2.3,"lo":0,"hi":8.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[0.1,0.1,0.2,0.2,0.3,0.3,0.4,0.5,0.6,0.7,0.8,1.0,1.3,1.5,1.9,2.3],"rank":139,"d4":1.3},"composite":{"v":8.7,"q":"blended","src":[],"h":[2.7,2.9,3.1,3.4,3.6,3.9,4.3,4.7,5.0,5.4,5.8,6.3,6.9,7.4,8.1,8.7],"rank":152,"d4":2.4}},"THA":{"n":"Thailand","r":"Southeast Asia","num":"764","pop":71.62,"free":{"v":15.7,"lo":13.2,"hi":18.2,"q":"measured","src":["ms_diffusion"],"h":[4.4,4.8,5.2,5.7,6.3,6.8,7.5,8.1,8.9,9.6,10.5,11.4,12.4,13.4,14.5,15.7],"alt":[{"s":"GWI monthly use","v":88.3,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":91,"d4":4.3},"paid":{"v":15.9,"lo":0,"hi":35.8,"q":"modeled","src":[],"h":[4.4,4.9,5.3,5.8,6.4,6.9,7.6,8.2,9.0,9.8,10.6,11.5,12.5,13.6,14.7,15.9],"rank":65,"d4":4.4},"agentic":{"v":57.3,"lo":50.7,"hi":63.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[32.3,33.8,35.4,37.0,38.6,40.2,41.9,43.6,45.3,47.0,48.7,50.4,52.2,53.9,55.6,57.3],"rank":70,"d4":6.9},"composite":{"v":33.0,"q":"measured","src":[],"h":[14.1,15.0,15.9,16.9,17.9,18.9,20.1,21.2,22.5,23.8,25.2,26.6,28.1,29.7,31.3,33.0],"rank":79,"d4":6.4}},"TLS":{"n":"Timor-Leste","r":"Southeast Asia","num":"626","pop":1.42,"free":{"v":14.4,"lo":0,"hi":29.4,"q":"modeled","src":[],"h":[7.1,7.5,7.9,8.4,8.8,9.2,9.7,10.2,10.7,11.2,11.7,12.2,12.7,13.3,13.8,14.4],"rank":100,"d4":2.2},"paid":{"v":8.6,"lo":0,"hi":28.6,"q":"modeled","src":[],"h":[2.2,2.5,2.7,3.0,3.2,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.6],"rank":130,"d4":2.5},"agentic":{"v":8.0,"lo":1.4,"hi":14.6,"q":"blended","src":["gh_devs"],"h":[0.2,0.2,0.3,0.4,0.5,0.6,0.8,1.1,1.4,1.8,2.3,2.9,3.8,4.9,6.3,8.0],"rank":136,"d4":5.1},"composite":{"v":13.9,"q":"modeled","src":[],"h":[4.7,5.1,5.4,5.8,6.2,6.6,7.0,7.6,8.1,8.7,9.3,10.0,10.8,11.8,12.7,13.9],"rank":130,"d4":3.9}},"TGO":{"n":"Togo","r":"Sub-Saharan Africa","num":"768","pop":8.59,"free":{"v":11.0,"lo":6.4,"hi":15.6,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[5.6,5.9,6.1,6.4,6.8,7.1,7.4,7.8,8.1,8.5,8.9,9.3,9.7,10.1,10.5,11.0],"note":"Group estimate shared with neighboring countries in the source.","rank":126,"d4":1.7},"paid":{"v":8.6,"lo":0,"hi":28.6,"q":"modeled","src":[],"h":[2.3,2.5,2.7,3.0,3.3,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.6],"rank":131,"d4":2.5},"agentic":{"v":27.9,"lo":21.3,"hi":34.4,"q":"measured","src":["gh_devs","claude_coding"],"h":[5.7,6.4,7.2,8.1,9.1,10.1,11.3,12.6,14.0,15.6,17.3,19.1,21.1,23.2,25.5,27.9],"rank":116,"d4":8.8},"composite":{"v":18.2,"q":"blended","src":[],"h":[5.7,6.1,6.6,7.1,7.8,8.4,9.0,9.8,10.6,11.5,12.4,13.4,14.5,15.7,16.9,18.2],"rank":118,"d4":4.8}},"TON":{"n":"Tonga","r":"Oceania","num":"776","pop":0.1,"free":{"v":31.7,"lo":16.7,"hi":46.7,"q":"modeled","src":[],"h":[16.3,17.2,18.0,19.0,19.9,20.9,21.9,22.9,24.0,25.0,26.1,27.2,28.3,29.4,30.6,31.7],"d4":4.5},"paid":{"v":15.5,"lo":0,"hi":35.5,"q":"modeled","src":[],"h":[4.3,4.7,5.2,5.7,6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.2,14.3,15.5],"d4":4.2},"agentic":{"v":33.7,"lo":27.1,"hi":40.2,"q":"blended","src":["gh_devs"],"h":[8.3,9.2,10.2,11.3,12.5,13.8,15.3,16.8,18.5,20.3,22.2,24.3,26.5,28.8,31.2,33.7],"d4":9.4},"composite":{"v":33.7,"q":"modeled","src":[],"h":[12.8,13.7,14.7,15.7,16.8,18.0,19.2,20.5,21.9,23.3,24.9,26.5,28.2,29.9,31.8,33.7],"d4":7.2}},"TTO":{"n":"Trinidad and Tobago","r":"Latin America","num":"780","pop":1.37,"free":{"v":27.6,"lo":14.9,"hi":40.3,"q":"blended","src":["anthropic_aui"],"h":[13.2,13.9,14.7,15.5,16.3,17.2,18.1,19.0,20.0,21.0,22.0,23.1,24.2,25.3,26.4,27.6],"rank":52,"d4":4.5},"paid":{"v":20.9,"lo":1.0,"hi":40.9,"q":"modeled","src":[],"h":[6.2,6.8,7.4,8.0,8.8,9.5,10.4,11.3,12.2,13.3,14.4,15.5,16.8,18.1,19.5,20.9],"rank":42,"d4":5.4},"agentic":{"v":61.9,"lo":55.4,"hi":68.5,"q":"measured","src":["gh_devs","claude_coding"],"h":[42.8,44.0,45.3,46.6,47.9,49.2,50.5,51.8,53.1,54.4,55.7,56.9,58.2,59.5,60.7,61.9],"rank":61,"d4":5.0},"composite":{"v":42.8,"q":"blended","src":[],"h":[22.5,23.5,24.6,25.7,26.9,28.1,29.4,30.7,32.0,33.5,34.9,36.4,38.0,39.5,41.2,42.8],"rank":51,"d4":6.4}},"TUN":{"n":"Tunisia","r":"Middle East & N. Africa","num":"788","pop":12.35,"free":{"v":14.7,"lo":12.3,"hi":17.2,"q":"measured","src":["ms_diffusion"],"h":[9.4,9.7,10.0,10.3,10.7,11.0,11.3,11.7,12.0,12.4,12.7,13.1,13.5,13.9,14.3,14.7],"rank":96,"d4":1.6},"paid":{"v":11.5,"lo":0,"hi":31.5,"q":"modeled","src":[],"h":[4.5,4.8,5.2,5.5,5.9,6.3,6.7,7.1,7.5,8.0,8.5,9.1,9.6,10.2,10.9,11.5],"rank":104,"d4":2.4},"agentic":{"v":69.6,"lo":63.0,"hi":76.1,"q":"measured","src":["gh_devs","claude_coding"],"h":[44.7,46.4,48.1,49.9,51.6,53.3,55.1,56.8,58.5,60.1,61.8,63.4,65.0,66.6,68.1,69.6],"rank":41,"d4":6.2},"composite":{"v":34.0,"q":"measured","src":[],"h":[20.4,21.2,22.0,22.9,23.8,24.6,25.5,26.4,27.3,28.2,29.1,30.1,31.1,32.0,33.0,34.0],"rank":75,"d4":3.9}},"TUR":{"n":"Turkiye","r":"Middle East & N. Africa","num":"792","pop":85.88,"free":{"v":21.8,"lo":19.3,"hi":24.3,"q":"measured","src":["ms_diffusion"],"h":[6.7,7.3,7.9,8.6,9.3,10.1,11.0,11.9,12.9,14.0,15.1,16.3,17.6,18.9,20.3,21.8],"alt":[{"s":"GWI monthly use","v":92.9,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":72,"d4":5.5},"paid":{"v":9.0,"lo":5.7,"hi":12.2,"q":"measured","src":["eurostat_ai"],"h":[5.5,5.7,5.9,6.1,6.3,6.5,6.7,6.9,7.2,7.4,7.7,7.9,8.2,8.4,8.7,9.0],"rank":127,"d4":1.1},"agentic":{"v":54.4,"lo":47.8,"hi":61.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[33.6,34.9,36.2,37.5,38.9,40.2,41.6,43.0,44.4,45.8,47.3,48.7,50.1,51.6,53.0,54.4],"rank":75,"d4":5.7},"composite":{"v":31.7,"q":"measured","src":[],"h":[16.2,17.0,17.8,18.6,19.5,20.4,21.3,22.3,23.4,24.4,25.6,26.7,27.9,29.1,30.4,31.7],"rank":81,"d4":5.0}},"TKM":{"n":"Turkmenistan","r":"Eurasia","num":"795","pop":7.62,"free":{"v":6.9,"lo":2.0,"hi":11.8,"q":"blended","src":["ms_diffusion"],"h":[3.2,3.4,3.6,3.8,4.0,4.2,4.5,4.7,4.9,5.2,5.4,5.7,6.0,6.3,6.6,6.9],"note":"Group estimate shared with neighboring countries in the source.","rank":158,"d4":1.2},"paid":{"v":12.9,"lo":0,"hi":32.8,"q":"modeled","src":[],"h":[3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.5,9.2,10.0,10.9,11.9,12.9],"rank":91,"d4":3.7},"agentic":{"v":0.5,"lo":0,"hi":7.1,"q":"blended","src":["gh_devs"],"h":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.2,0.5],"rank":159,"d4":0.5},"composite":{"v":10.1,"q":"blended","src":[],"h":[3.3,3.6,3.9,4.2,4.5,4.8,5.2,5.6,6.0,6.5,7.0,7.5,8.0,8.6,9.3,10.1],"rank":141,"d4":2.6}},"UGA":{"n":"Uganda","r":"Sub-Saharan Africa","num":"800","pop":51.38,"free":{"v":7.9,"lo":3.3,"hi":12.4,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.1,3.3,3.6,3.8,4.1,4.3,4.6,4.9,5.2,5.6,5.9,6.3,6.6,7.0,7.4,7.9],"note":"Group estimate shared with neighboring countries in the source.","rank":149,"d4":1.6},"paid":{"v":7.8,"lo":0,"hi":27.7,"q":"modeled","src":[],"h":[2.0,2.2,2.4,2.7,2.9,3.2,3.5,3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8],"rank":141,"d4":2.3},"agentic":{"v":14.0,"lo":7.4,"hi":20.6,"q":"measured","src":["gh_devs","claude_coding"],"h":[0.5,0.6,0.8,1.0,1.2,1.5,1.9,2.4,3.1,3.8,4.8,6.0,7.5,9.3,11.4,14.0],"rank":130,"d4":8.0},"composite":{"v":12.1,"q":"blended","src":[],"h":[2.7,2.9,3.2,3.6,3.9,4.2,4.6,5.1,5.6,6.2,6.9,7.7,8.5,9.5,10.7,12.1],"rank":135,"d4":4.4}},"UKR":{"n":"Ukraine","r":"Europe","num":"804","pop":38.98,"free":{"v":9.7,"lo":7.2,"hi":12.2,"q":"measured","src":["ms_diffusion"],"h":[8.3,8.4,8.5,8.5,8.6,8.7,8.8,8.9,9.0,9.1,9.2,9.3,9.4,9.5,9.6,9.7],"alt":[{"s":"Gallup weekly use","v":39.6,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"}],"rank":137,"d4":0.4},"paid":{"v":14.0,"lo":0,"hi":33.9,"q":"modeled","src":[],"h":[3.8,4.2,4.6,5.0,5.5,6.0,6.5,7.1,7.8,8.5,9.2,10.1,10.9,11.9,12.9,14.0],"rank":79,"d4":3.9},"agentic":{"v":63.4,"lo":56.8,"hi":70.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[47.5,48.6,49.6,50.7,51.8,52.9,54.0,55.0,56.1,57.2,58.2,59.3,60.3,61.4,62.4,63.4],"rank":56,"d4":4.1},"composite":{"v":30.9,"q":"measured","src":[],"h":[20.3,20.9,21.4,22.0,22.6,23.2,23.9,24.5,25.2,26.0,26.7,27.5,28.2,29.1,30.0,30.9],"rank":84,"d4":3.4}},"ARE":{"n":"United Arab Emirates","r":"Middle East & N. Africa","num":"784","pop":11.51,"free":{"v":78.5,"lo":76.0,"hi":81.0,"q":"measured","src":["ms_diffusion"],"h":[18.0,21.4,25.2,29.3,33.9,38.6,43.5,48.5,53.4,58.0,62.4,66.5,70.1,73.3,76.1,78.5],"alt":[{"s":"GWI monthly use","v":95.7,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":1,"d4":12.0},"paid":{"v":31.1,"lo":11.2,"hi":51.1,"q":"modeled","src":[],"h":[14.7,15.5,16.4,17.3,18.3,19.3,20.3,21.4,22.5,23.6,24.8,26.0,27.2,28.5,29.8,31.1],"rank":19,"d4":5.1},"agentic":{"v":80.4,"lo":73.8,"hi":86.9,"q":"measured","src":["gh_devs","claude_coding"],"h":[43.4,46.2,49.0,51.7,54.5,57.3,60.0,62.6,65.2,67.7,70.1,72.4,74.5,76.6,78.5,80.4],"rank":18,"d4":8.0},"composite":{"v":78.9,"q":"measured","src":[],"h":[29.4,32.3,35.5,38.8,42.5,46.1,49.9,53.7,57.5,61.1,64.6,68.0,71.0,73.9,76.5,78.9],"rank":2,"d4":10.9}},"GBR":{"n":"United Kingdom","r":"Europe","num":"826","pop":69.49,"free":{"v":47.4,"lo":44.9,"hi":49.8,"q":"measured","src":["ms_diffusion"],"h":[22.3,23.6,25.1,26.6,28.1,29.7,31.4,33.0,34.8,36.5,38.3,40.1,41.9,43.7,45.5,47.4],"alt":[{"s":"Gallup weekly use","v":45.5,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":68.0,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":9,"d4":7.3},"paid":{"v":40.0,"lo":36.7,"hi":43.3,"q":"measured","src":["oecd_ict","ons_bics"],"h":[14.9,16.2,17.4,18.8,20.2,21.7,23.3,24.9,26.7,28.4,30.2,32.1,34.1,36.0,38.0,40.0],"rank":13,"d4":7.9},"agentic":{"v":76.3,"lo":69.7,"hi":82.9,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[56.0,57.5,59.0,60.5,62.0,63.4,64.9,66.3,67.6,69.0,70.3,71.5,72.8,74.0,75.2,76.3],"rank":24,"d4":4.8},"composite":{"v":66.6,"q":"measured","src":[],"h":[35.4,37.1,39.0,40.9,42.8,44.7,46.8,48.8,51.0,53.1,55.3,57.5,59.8,62.0,64.3,66.6],"rank":11,"d4":9.1}},"USA":{"n":"United States","r":"North America","num":"840","pop":341.78,"free":{"v":36.4,"lo":34.0,"hi":38.9,"q":"measured","src":["ms_diffusion"],"h":[15.3,16.3,17.4,18.6,19.8,21.0,22.3,23.7,25.1,26.6,28.2,29.7,31.3,33.0,34.7,36.4],"alt":[{"s":"Gallup weekly use","v":44.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":74.6,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":24,"d4":6.7},"paid":{"v":24.6,"lo":21.3,"hi":27.9,"q":"measured","src":["census_btos","oecd_ict"],"h":[5.8,6.4,7.2,8.0,8.8,9.8,10.8,11.9,13.1,14.5,15.9,17.4,19.1,20.8,22.6,24.6],"rank":33,"d4":7.2},"agentic":{"v":82.4,"lo":75.9,"hi":89.0,"q":"measured","src":["gh_devs","claude_coding","so_agents"],"h":[59.7,61.5,63.3,65.1,66.8,68.5,70.1,71.7,73.2,74.7,76.1,77.5,78.8,80.1,81.3,82.4],"rank":12,"d4":4.9},"composite":{"v":55.2,"q":"measured","src":[],"h":[28.5,29.8,31.3,32.8,34.3,36.0,37.6,39.3,41.1,43.0,44.9,46.8,48.8,50.9,53.0,55.2],"rank":28,"d4":8.4}},"URY":{"n":"Uruguay","r":"Latin America","num":"858","pop":3.38,"free":{"v":28.2,"lo":25.7,"hi":30.6,"q":"measured","src":["ms_diffusion"],"h":[13.1,13.9,14.7,15.5,16.3,17.2,18.2,19.1,20.1,21.2,22.3,23.4,24.5,25.7,26.9,28.2],"rank":50,"d4":4.8},"paid":{"v":23.0,"lo":3.1,"hi":43.0,"q":"modeled","src":[],"h":[7.0,7.6,8.3,9.0,9.8,10.7,11.6,12.6,13.6,14.8,16.0,17.2,18.6,20.0,21.5,23.0],"rank":35,"d4":5.8},"agentic":{"v":74.2,"lo":67.7,"hi":80.8,"q":"measured","src":["gh_devs","claude_coding"],"h":[50.3,52.1,53.8,55.5,57.3,59.0,60.6,62.3,63.9,65.5,67.0,68.6,70.0,71.5,72.9,74.2],"rank":28,"d4":5.6},"composite":{"v":47.9,"q":"measured","src":[],"h":[25.1,26.4,27.6,28.9,30.2,31.6,33.1,34.5,36.0,37.6,39.2,40.9,42.5,44.3,46.1,47.9],"rank":38,"d4":7.0}},"UZB":{"n":"Uzbekistan","r":"Eurasia","num":"860","pop":37.05,"free":{"v":9.1,"lo":4.5,"hi":13.7,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.7,3.9,4.2,4.5,4.7,5.0,5.3,5.7,6.0,6.4,6.8,7.2,7.6,8.1,8.6,9.1],"note":"Group estimate shared with neighboring countries in the source.","rank":140,"d4":1.9},"paid":{"v":12.6,"lo":0,"hi":32.5,"q":"modeled","src":[],"h":[3.4,3.7,4.1,4.5,4.9,5.3,5.8,6.4,7.0,7.6,8.3,9.0,9.8,10.7,11.6,12.6],"rank":94,"d4":3.6},"agentic":{"v":39.1,"lo":32.6,"hi":45.7,"q":"measured","src":["gh_devs","claude_coding"],"h":[12.1,13.2,14.5,15.8,17.2,18.7,20.3,22.0,23.8,25.8,27.8,29.9,32.1,34.4,36.7,39.1],"rank":102,"d4":9.2},"composite":{"v":22.6,"q":"blended","src":[],"h":[7.2,7.8,8.5,9.2,10.0,10.8,11.6,12.7,13.6,14.7,15.9,17.1,18.3,19.7,21.1,22.6],"rank":111,"d4":5.5}},"VUT":{"n":"Vanuatu","r":"Oceania","num":"548","pop":0.34,"free":{"v":28.1,"lo":13.1,"hi":43.1,"q":"modeled","src":[],"h":[25.1,25.4,25.7,25.9,26.2,26.4,26.6,26.8,27.0,27.2,27.4,27.5,27.7,27.8,28.0,28.1],"d4":0.6},"paid":{"v":12.4,"lo":0,"hi":32.4,"q":"modeled","src":[],"h":[3.4,3.7,4.0,4.4,4.8,5.3,5.8,6.3,6.9,7.5,8.2,8.9,9.7,10.5,11.4,12.4],"d4":3.5},"agentic":{"v":16.7,"lo":10.1,"hi":23.2,"q":"blended","src":["gh_devs"],"h":[4.7,5.2,5.6,6.2,6.7,7.3,8.0,8.7,9.5,10.3,11.2,12.1,13.2,14.2,15.4,16.7],"d4":4.6},"composite":{"v":25.3,"q":"modeled","src":[],"h":[15.7,16.1,16.5,17.0,17.5,18.0,18.6,19.2,19.8,20.4,21.2,21.8,22.7,23.4,24.3,25.3],"d4":3.5}},"VEN":{"n":"Venezuela","r":"Latin America","num":"862","pop":28.52,"free":{"v":12.9,"lo":8.0,"hi":17.8,"q":"blended","src":["ms_diffusion"],"h":[4.5,4.9,5.2,5.6,6.1,6.5,7.0,7.5,8.0,8.6,9.2,9.9,10.6,11.3,12.1,12.9],"note":"Group estimate shared with neighboring countries in the source.","rank":105,"d4":3.0},"paid":{"v":12.1,"lo":0,"hi":32.0,"q":"modeled","src":[],"h":[3.3,3.6,3.9,4.3,4.7,5.1,5.6,6.1,6.7,7.3,7.9,8.7,9.4,10.2,11.1,12.1],"rank":98,"d4":3.4},"agentic":{"v":42.9,"lo":36.4,"hi":49.5,"q":"blended","src":["gh_devs"],"h":[18.9,20.1,21.4,22.7,24.2,25.6,27.1,28.7,30.3,32.0,33.7,35.5,37.3,39.1,41.0,42.9],"rank":94,"d4":7.4},"composite":{"v":25.4,"q":"blended","src":[],"h":[9.6,10.3,11.0,11.8,12.7,13.5,14.4,15.4,16.4,17.5,18.7,19.9,21.2,22.5,23.9,25.4],"rank":100,"d4":5.5}},"VNM":{"n":"Vietnam","r":"Southeast Asia","num":"704","pop":101.6,"free":{"v":31.3,"lo":28.9,"hi":33.8,"q":"measured","src":["ms_diffusion"],"h":[11.2,12.1,13.1,14.1,15.2,16.3,17.6,18.9,20.2,21.6,23.1,24.7,26.2,27.9,29.6,31.3],"alt":[{"s":"Gallup weekly use","v":32.8,"u":"% of adults using AI weekly","p":"Apr to Jul 2026"},{"s":"GWI monthly use","v":92.4,"u":"% of online adults, monthly","p":"Q2 2026"}],"rank":41,"d4":6.6},"paid":{"v":14.8,"lo":0,"hi":34.7,"q":"modeled","src":[],"h":[4.1,4.5,4.9,5.4,5.9,6.4,7.0,7.6,8.3,9.0,9.8,10.7,11.6,12.6,13.7,14.8],"rank":75,"d4":4.1},"agentic":{"v":57.5,"lo":50.9,"hi":64.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[33.4,34.9,36.4,38.0,39.5,41.1,42.7,44.3,46.0,47.6,49.3,50.9,52.6,54.2,55.8,57.5],"rank":68,"d4":6.6},"composite":{"v":40.3,"q":"measured","src":[],"h":[17.7,18.8,19.9,21.2,22.4,23.7,25.1,26.5,28.1,29.6,31.2,33.0,34.7,36.5,38.4,40.3],"rank":59,"d4":7.3}},"VIR":{"n":"Virgin Islands","r":"Latin America","num":"850","pop":0.1,"free":{"v":53.9,"lo":38.9,"hi":68.9,"q":"modeled","src":[],"h":[43.8,44.7,45.5,46.3,47.1,47.8,48.5,49.2,49.9,50.6,51.2,51.8,52.3,52.9,53.4,53.9],"d4":2.1},"paid":{"v":28.7,"lo":8.7,"hi":48.6,"q":"modeled","src":[],"h":[9.3,10.1,11.0,11.9,12.9,14.0,15.1,16.3,17.6,19.0,20.4,21.9,23.5,25.2,26.9,28.7],"d4":6.8},"agentic":{"v":59.8,"lo":53.3,"hi":66.4,"q":"blended","src":["gh_devs"],"h":[40.1,41.4,42.7,44.0,45.3,46.6,48.0,49.3,50.6,52.0,53.3,54.6,55.9,57.3,58.6,59.8],"d4":5.2},"composite":{"v":59.2,"q":"modeled","src":[],"h":[38.6,39.8,41.1,42.3,43.6,44.9,46.2,47.5,48.9,50.4,51.8,53.2,54.7,56.2,57.7,59.2],"d4":6.0}},"YEM":{"n":"Yemen","r":"Middle East & N. Africa","num":"887","pop":41.77,"free":{"v":6.5,"lo":0,"hi":21.5,"q":"modeled","src":[],"h":[2.9,3.0,3.2,3.4,3.6,3.8,4.0,4.3,4.5,4.7,5.0,5.3,5.6,5.9,6.2,6.5],"rank":159,"d4":1.2},"paid":{"v":5.6,"lo":0,"hi":25.5,"q":"modeled","src":[],"h":[2.1,2.2,2.4,2.6,2.7,2.9,3.1,3.3,3.6,3.8,4.0,4.3,4.6,4.9,5.2,5.6],"rank":158,"d4":1.3},"agentic":{"v":19.3,"lo":12.7,"hi":25.9,"q":"blended","src":["gh_devs"],"h":[0.4,0.6,0.7,1.0,1.2,1.6,2.1,2.7,3.5,4.6,5.9,7.6,9.7,12.3,15.5,19.3],"rank":126,"d4":11.7},"composite":{"v":11.8,"q":"modeled","src":[],"h":[2.6,2.8,3.0,3.3,3.5,3.8,4.2,4.6,5.1,5.6,6.3,7.1,8.0,9.1,10.3,11.8],"rank":137,"d4":4.7}},"ZMB":{"n":"Zambia","r":"Sub-Saharan Africa","num":"894","pop":21.91,"free":{"v":14.1,"lo":11.6,"hi":16.6,"q":"measured","src":["ms_diffusion"],"h":[8.5,8.8,9.2,9.5,9.9,10.2,10.6,11.0,11.3,11.7,12.1,12.5,12.9,13.3,13.7,14.1],"rank":101,"d4":1.6},"paid":{"v":8.3,"lo":0,"hi":28.3,"q":"modeled","src":[],"h":[2.2,2.4,2.6,2.9,3.1,3.4,3.8,4.1,4.5,4.9,5.4,5.9,6.4,7.0,7.6,8.3],"rank":134,"d4":2.4},"agentic":{"v":17.8,"lo":11.2,"hi":24.3,"q":"measured","src":["gh_devs","claude_coding"],"h":[1.3,1.5,1.9,2.2,2.7,3.2,3.8,4.6,5.5,6.6,7.8,9.3,11.0,12.9,15.2,17.8],"rank":127,"d4":8.5},"composite":{"v":16.5,"q":"measured","src":[],"h":[5.7,6.1,6.5,6.9,7.3,7.8,8.3,8.9,9.6,10.3,11.1,12.0,12.9,14.0,15.2,16.5],"rank":125,"d4":4.5}},"ZWE":{"n":"Zimbabwe","r":"Sub-Saharan Africa","num":"716","pop":16.95,"free":{"v":9.7,"lo":5.1,"hi":14.3,"q":"blended","src":["ms_diffusion","anthropic_aui"],"h":[3.8,4.1,4.4,4.7,5.0,5.3,5.7,6.0,6.4,6.8,7.3,7.7,8.2,8.7,9.2,9.7],"note":"Group estimate shared with neighboring countries in the source.","rank":138,"d4":2.0},"paid":{"v":10.8,"lo":0,"hi":30.8,"q":"modeled","src":[],"h":[2.9,3.2,3.5,3.8,4.1,4.5,5.0,5.4,5.9,6.5,7.1,7.7,8.4,9.1,9.9,10.8],"rank":109,"d4":3.1},"agentic":{"v":26.4,"lo":19.9,"hi":33.0,"q":"measured","src":["gh_devs","claude_coding"],"h":[3.8,4.3,5.0,5.7,6.6,7.6,8.7,9.9,11.3,12.9,14.6,16.6,18.7,21.1,23.7,26.4],"rank":118,"d4":9.8},"composite":{"v":18.2,"q":"blended","src":[],"h":[4.5,4.9,5.5,6.0,6.5,7.2,8.0,8.7,9.5,10.5,11.6,12.7,13.9,15.2,16.7,18.2],"rank":119,"d4":5.5}}},"region_stats":{"World":{"free":{"v":20.3,"h":[9.26,9.79,10.34,10.95,11.57,12.22,12.9,13.62,14.35,15.11,15.93,16.74,17.59,18.47,19.38,20.3],"speed":0.89,"accel":1.14,"last_measured":13,"pts":[[9,15.1,"Microsoft, world"],[11,16.3,"Microsoft, world"],[12,17.8,"Microsoft, world"],[13,18.8,"Microsoft, world"]]},"paid":{"v":18.9,"h":[5.94,6.46,7.04,7.62,8.28,8.97,9.7,10.49,11.36,12.26,13.24,14.25,15.33,16.47,17.68,18.94],"speed":1.17,"accel":1.25,"last_measured":15,"pts":[]},"agentic":{"v":45.7,"h":[27.32,28.39,29.48,30.58,31.73,32.89,34.07,35.29,36.51,37.76,39.04,40.33,41.64,42.98,44.32,45.7],"speed":1.34,"accel":1.07,"last_measured":13,"pts":[]},"composite":{"v":33.3,"h":[15.8,16.64,17.53,18.46,19.44,20.48,21.54,22.64,23.82,25.02,26.3,27.59,28.95,30.36,31.83,33.33],"speed":1.43,"accel":1.16,"last_measured":null},"momentum":"accelerating","pop_m":8207},"East Asia":{"free":{"v":20.7,"h":[11.37,11.77,12.26,12.77,13.28,13.91,14.45,15.1,15.68,16.35,17.04,17.74,18.45,19.18,19.91,20.74],"speed":0.75,"accel":1.13,"last_measured":13},"paid":{"v":20.4,"h":[6.23,6.79,7.44,8.01,8.76,9.52,10.29,11.15,12.11,13.08,14.13,15.28,16.44,17.69,19.04,20.39],"speed":1.28,"accel":1.24,"last_measured":15},"agentic":{"v":45.4,"h":[35.67,36.35,37.03,37.62,38.32,38.9,39.59,40.26,40.94,41.53,42.2,42.85,43.52,44.17,44.73,45.38],"speed":0.63,"accel":0.98,"last_measured":13},"composite":{"v":34.2,"h":[19.52,20.17,20.98,21.64,22.48,23.43,24.28,25.24,26.21,27.19,28.26,29.34,30.52,31.71,32.89,34.18],"speed":1.21,"accel":1.18,"last_measured":null},"momentum":"steady","pop_m":1643},"Eurasia":{"free":{"v":11.8,"h":[4.72,5.03,5.37,5.7,6.1,6.44,6.86,7.31,7.8,8.25,8.78,9.31,9.85,10.48,11.11,11.75],"speed":0.61,"accel":1.22,"last_measured":13},"paid":{"v":17.2,"h":[4.96,5.4,5.87,6.46,7.01,7.62,8.32,9.05,9.85,10.73,11.63,12.61,13.67,14.78,15.95,17.21],"speed":1.15,"accel":1.3,"last_measured":15},"agentic":{"v":47.9,"h":[31.44,32.36,33.32,34.29,35.33,36.34,37.38,38.44,39.57,40.68,41.86,43.01,44.18,45.42,46.64,47.93],"speed":1.23,"accel":1.08,"last_measured":13},"composite":{"v":28.9,"h":[14.27,14.96,15.62,16.35,17.16,17.92,18.81,19.7,20.69,21.67,22.73,23.87,25.02,26.23,27.5,28.86],"speed":1.25,"accel":1.2,"last_measured":null},"momentum":"accelerating","pop_m":254},"Europe":{"free":{"v":38.0,"h":[18.49,19.55,20.66,21.8,22.98,24.2,25.48,26.76,28.11,29.44,30.84,32.25,33.67,35.1,36.55,38.03],"speed":1.44,"accel":1.05,"last_measured":13},"paid":{"v":29.3,"h":[9.96,10.82,11.71,12.68,13.73,14.85,16.0,17.23,18.54,19.91,21.32,22.81,24.38,25.96,27.63,29.33],"speed":1.63,"accel":1.17,"last_measured":15},"agentic":{"v":72.3,"h":[49.51,51.17,52.82,54.44,56.09,57.7,59.31,60.9,62.42,63.96,65.45,66.88,68.31,69.68,71.04,72.33],"speed":1.36,"accel":0.91,"last_measured":13},"composite":{"v":55.4,"h":[29.08,30.54,32.04,33.58,35.2,36.83,38.55,40.26,42.04,43.86,45.69,47.58,49.5,51.43,53.39,55.4],"speed":1.95,"accel":1.07,"last_measured":null},"momentum":"steady","pop_m":592},"Latin America":{"free":{"v":22.4,"h":[9.32,9.96,10.57,11.26,12.0,12.72,13.5,14.34,15.21,16.12,17.08,18.05,19.07,20.14,21.25,22.38],"speed":1.08,"accel":1.17,"last_measured":13},"paid":{"v":21.5,"h":[7.49,8.1,8.7,9.4,10.12,10.88,11.7,12.58,13.49,14.49,15.52,16.59,17.74,18.96,20.19,21.51],"speed":1.23,"accel":1.23,"last_measured":15},"agentic":{"v":57.5,"h":[32.9,34.4,35.98,37.53,39.16,40.77,42.4,44.08,45.71,47.4,49.09,50.77,52.47,54.14,55.8,57.47],"speed":1.68,"accel":1.0,"last_measured":13},"composite":{"v":39.2,"h":[18.27,19.35,20.43,21.59,22.81,24.05,25.34,26.69,28.05,29.53,31.02,32.55,34.16,35.79,37.46,39.2],"speed":1.66,"accel":1.13,"last_measured":null},"momentum":"accelerating","pop_m":666},"Middle East & N. Africa":{"free":{"v":18.2,"h":[7.61,8.1,8.63,9.2,9.79,10.41,11.07,11.77,12.5,13.24,14.02,14.82,15.63,16.47,17.34,18.24],"speed":0.86,"accel":1.12,"last_measured":13},"paid":{"v":13.0,"h":[5.72,6.07,6.42,6.79,7.17,7.59,8.03,8.48,8.97,9.45,9.99,10.53,11.11,11.69,12.32,12.95],"speed":0.61,"accel":1.18,"last_measured":15},"agentic":{"v":42.4,"h":[20.81,21.93,23.1,24.31,25.54,26.82,28.17,29.54,30.96,32.43,33.96,35.54,37.14,38.86,40.61,42.43],"speed":1.72,"accel":1.15,"last_measured":13},"composite":{"v":28.3,"h":[12.91,13.69,14.46,15.3,16.14,17.04,17.99,18.97,20.02,21.07,22.21,23.34,24.51,25.73,27.01,28.33],"speed":1.25,"accel":1.14,"last_measured":null},"momentum":"accelerating","pop_m":659},"North America":{"free":{"v":36.9,"h":[16.21,17.21,18.3,19.49,20.68,21.87,23.15,24.51,25.89,27.36,28.92,30.38,31.95,33.6,35.25,36.9],"speed":1.63,"accel":1.11,"last_measured":13},"paid":{"v":24.4,"h":[5.71,6.31,7.1,7.89,8.69,9.68,10.67,11.77,12.96,14.35,15.75,17.24,18.93,20.63,22.43,24.42],"speed":1.79,"accel":1.31,"last_measured":15},"agentic":{"v":82.6,"h":[59.9,61.7,63.5,65.3,67.0,68.7,70.3,71.9,73.4,74.88,76.28,77.67,78.97,80.26,81.46,82.56],"speed":1.22,"accel":0.85,"last_measured":13},"composite":{"v":55.4,"h":[28.97,30.27,31.76,33.26,34.75,36.42,38.01,39.7,41.48,43.36,45.24,47.12,49.09,51.16,53.24,55.41],"speed":2.07,"accel":1.12,"last_measured":null},"momentum":"steady","pop_m":383},"Oceania":{"free":{"v":35.1,"h":[18.89,19.76,20.74,21.72,22.73,23.73,24.8,25.87,27.01,28.1,29.24,30.38,31.58,32.72,33.93,35.07],"speed":1.17,"accel":1.04,"last_measured":13},"paid":{"v":18.6,"h":[5.54,6.04,6.61,7.2,7.84,8.53,9.24,10.09,10.89,11.82,12.76,13.82,14.93,16.07,17.31,18.61],"speed":1.2,"accel":1.28,"last_measured":15},"agentic":{"v":60.9,"h":[42.75,44.22,45.64,47.05,48.4,49.7,50.99,52.23,53.45,54.63,55.73,56.84,57.89,58.91,59.86,60.87],"speed":1.01,"accel":0.87,"last_measured":13},"composite":{"v":45.1,"h":[25.04,26.21,27.35,28.54,29.8,31.07,32.29,33.64,35.01,36.32,37.75,39.16,40.63,42.1,43.6,45.11],"speed":1.49,"accel":1.08,"last_measured":null},"momentum":"steady","pop_m":47},"South Asia":{"free":{"v":18.1,"h":[7.18,7.69,8.2,8.8,9.4,10.0,10.68,11.37,12.06,12.82,13.66,14.43,15.3,16.22,17.16,18.08],"speed":0.91,"accel":1.19,"last_measured":13},"paid":{"v":23.2,"h":[7.29,7.93,8.66,9.4,10.22,11.06,11.96,12.94,14.03,15.11,16.35,17.52,18.87,20.22,21.66,23.18],"speed":1.41,"accel":1.23,"last_measured":15},"agentic":{"v":43.8,"h":[20.64,21.85,23.1,24.42,25.83,27.27,28.71,30.24,31.78,33.42,35.08,36.75,38.43,40.2,41.96,43.77],"speed":1.76,"accel":1.08,"last_measured":13},"composite":{"v":33.7,"h":[13.41,14.36,15.32,16.44,17.57,18.73,19.96,21.2,22.59,24.0,25.5,26.99,28.59,30.26,32.04,33.74],"speed":1.69,"accel":1.16,"last_measured":null},"momentum":"accelerating","pop_m":1991},"Southeast Asia":{"free":{"v":19.7,"h":[8.32,8.88,9.41,10.02,10.64,11.26,12.0,12.71,13.47,14.23,15.07,15.93,16.8,17.75,18.72,19.69],"speed":0.94,"accel":1.17,"last_measured":13},"paid":{"v":14.0,"h":[3.9,4.3,4.69,5.13,5.58,6.08,6.67,7.23,7.91,8.56,9.34,10.16,11.0,11.94,12.96,14.03],"speed":0.97,"accel":1.32,"last_measured":15},"agentic":{"v":49.2,"h":[26.8,28.07,29.39,30.75,32.1,33.54,34.95,36.44,37.99,39.5,41.07,42.66,44.27,45.9,47.54,49.23],"speed":1.64,"accel":1.06,"last_measured":13},"composite":{"v":31.6,"h":[14.17,15.02,15.88,16.8,17.76,18.74,19.82,20.87,22.08,23.26,24.54,25.87,27.2,28.62,30.09,31.61],"speed":1.43,"accel":1.15,"last_measured":null},"momentum":"accelerating","pop_m":700},"Sub-Saharan Africa":{"free":{"v":11.4,"h":[5.28,5.58,5.91,6.25,6.58,6.94,7.32,7.72,8.14,8.55,9.01,9.46,9.93,10.42,10.92,11.44],"speed":0.5,"accel":1.14,"last_measured":13},"paid":{"v":8.7,"h":[2.29,2.52,2.76,3.02,3.3,3.61,3.96,4.32,4.74,5.18,5.67,6.18,6.74,7.35,8.02,8.72],"speed":0.64,"accel":1.38,"last_measured":15},"agentic":{"v":18.2,"h":[6.19,6.68,7.18,7.7,8.29,8.91,9.57,10.27,11.04,11.86,12.73,13.65,14.65,15.74,16.91,18.23],"speed":1.15,"accel":1.36,"last_measured":13},"composite":{"v":15.6,"h":[5.64,6.05,6.5,6.96,7.43,7.95,8.51,9.11,9.76,10.43,11.16,11.92,12.73,13.6,14.56,15.56],"speed":0.91,"accel":1.3,"last_measured":null},"momentum":"accelerating","pop_m":1271}},"kpis":[{"label":"People using AI, world","tier":"free","value":20.3,"unit":"%","max":50,"delta":0.89,"delta_label":"+3.6 pp in 12 months"},{"label":"Firms using AI, world est.","tier":"paid","value":18.9,"unit":"%","max":50,"delta":1.17,"delta_label":"+4.7 pp in 12 months"},{"label":"Builder index, world","tier":"agentic","value":45.7,"unit":"/100","max":100,"delta":1.34,"delta_label":"+5.4 pts in 12 months"},{"label":"Diffusion speed","tier":"composite","value":61,"display":"61","unit":"/100","max":100,"delta":1,"delta_label":"ACCELERATING"}],"speed":{"score":61,"label":"Accelerating","components":[{"label":"Everyday use growth","value":44},{"label":"Business use growth","value":47},{"label":"Builder growth","value":54},{"label":"AI venture funding, year on year","value":100},{"label":"AI stock basket, 1 year","value":60},{"label":"Assistant users, year on year","value":75}],"asof":"2026 Q4","text":"Capital and usage signals run at full speed. The share of people and firms using AI grows steadily, about one point a quarter, not explosively."},"signals":{"groups":[{"id":"capital","label":"Capital","note":"private rounds","items":[{"label":"AI share of venture funding","sub":"2026 Q3 · $102B of $159B · Crunchbase","value":"64%","delta":"-6 pts vs Q2","dir":"down","spark":[13.7,17,30,28,45.2,53,45,46,58.8,80,70,64],"src":"https://news.crunchbase.com/venture/q3-2026-global-startup-funding-ai-billion-dollar-rounds-exits-data/","asof":"2026Q3","status":"confirmed"},{"label":"Anthropic valuation","sub":"Series H · 28 May 2026","value":"$965B","delta":"15.7x since Mar 2025","dir":"up","spark":[4.1,18.4,61.5,183,380,350,965],"src":"https://techcrunch.com/2026/05/28/anthropic-raises-65-billion-nears-1t-valuation-ahead-of-ipo/","asof":"2026-05-28","status":"confirmed"},{"label":"OpenAI valuation","sub":"31 Mar 2026 · $1.25T round reported 22 Oct","value":"$852B","delta":"2.8x in a year","dir":"up","spark":[29,28,86,157,300,500,730,852],"src":"https://openai.com/index/accelerating-the-next-phase-ai/","asof":"2026-03-31","status":"confirmed"},{"label":"Databricks valuation","sub":"13 Aug 2026","value":"$190B","delta":"+90% in a year","dir":"up","spark":[62,100,134,188,190],"src":"https://www.siliconrepublic.com/business/databricks-valuation-hits-190bn-after-second-5bn-raise-in-2026","asof":"2026-08-13","status":"confirmed"}]},{"id":"markets","label":"Markets","note":"1-year +21%","items":[{"label":"AI stock basket, 12 names","sub":"equal weight · 100 = a year ago · close 22 Oct 2026","value":"116","delta":"-6.1% this week","dir":"down","spark":[100.0,101.9,96.1,94.7,89.6,95.6,97.3,93.7,93.2,94.8,94.7,96.5,97.2,97.9,96.2,92.6,91.9,93.5,92.4,90.5,90.1,89.3,86.4,90.7,96.8,104.7,112.1,111.1,118.1,115.7,121.9,129.3,122.0,124.8,131.5,118.5,119.5,123.9,116.1,114.3,114.7,124.0,124.5,118.8,119.5,120.6,121.7,124.5,130.7,132.7,130.2,119.6,116.2],"src":"https://query1.finance.yahoo.com/v8/finance/chart/NVDA","asof":"2026-10-22","status":"derived"}],"tickers":[{"t":"NVDA","w":-2.3,"y":14},{"t":"MSFT","w":-3.4,"y":8},{"t":"GOOGL","w":-7.2,"y":4},{"t":"META","w":-11.9,"y":-2},{"t":"AMZN","w":-1.7,"y":8},{"t":"AVGO","w":-6.1,"y":-7},{"t":"TSM","w":-2.3,"y":36},{"t":"AMD","w":-9.7,"y":137},{"t":"PLTR","w":-2.1,"y":10},{"t":"ORCL","w":-6.6,"y":-36},{"t":"ASML","w":-5.8,"y":46},{"t":"ARM","w":-14.2,"y":92}]},{"id":"usage","label":"Usage and revenue","note":"company figures","items":[{"label":"ChatGPT weekly users","sub":"29 Sep 2026","value":"1.2B","delta":"+50% in a year","dir":"up","spark":[100,200,400,500,800,900,1000,1200],"src":"https://www.engadget.com/2271985/openai-dev-day-live-blog-chatgpt-news/","asof":"2026-09-29","status":"confirmed"},{"label":"Gemini app monthly users","sub":"22 Jul 2026","value":"950M","delta":"2.1x in a year","dir":"up","spark":[400,450,650,750,900,950,1000,950],"src":"https://blog.google/company-news/inside-google/message-ceo/alphabet-earnings-q2-2026/","asof":"2026-07-22","status":"confirmed"},{"label":"Microsoft 365 Copilot paid seats","sub":"29 Jul 2026","value":"30M","delta":"2.0x since Jan 2026","dir":"up","spark":[15,20,30],"src":"https://www.microsoft.com/en-us/investor/events/fy-2026/earnings-fy-2026-q4","asof":"2026-07-29","status":"confirmed"},{"label":"Google AI tokens per month","sub":"all products · 19 May 2026","value":"3.2 quadrillion","delta":"6.7x in a year","dir":"up","spark":[9.7,480,980,1300,3200],"src":"https://www.shacknews.com/article/149205/google-3-2-quadrillion-monthly-ai-tokens","asof":"2026-05-19","status":"confirmed"},{"label":"Anthropic revenue run-rate","sub":"company figure · 31 Jul 2026","value":"$65B","delta":"13.0x in a year","dir":"up","spark":[1,5,14,30,47,65],"src":"https://www.cnbc.com/2026/10/07/anthropic-will-be-most-ridiculous-ipo-of-year-analyst-says.html","asof":"2026-07-31","status":"confirmed"},{"label":"Agent framework downloads","sub":"PyPI, 28 days to 22 Oct 2026","value":"123M","delta":"4.8x in a year","dir":"up","spark":[25.1,31.0,36.8,42.1,52.7,73.6,189.8,236.5,387.6,354.1,306.8,281.9,115.4],"src":"https://clickpy.clickhouse.com/","asof":"2026-10-22","status":"derived"}]},{"id":"buildout","label":"Build-out","note":"compute and data centers","items":[{"label":"Big four capex per quarter","sub":"MSFT, GOOGL, AMZN, META · SEC · 2026 Q2","value":"$165B","delta":"+87% year on year","dir":"up","spark":[44.3,52.9,58.9,72.3,71.9,88.2,97.3,118.6,129.8,165.1],"src":"https://data.sec.gov/api/xbrl/companyconcept/","asof":"2026Q2","status":"derived"},{"label":"Big four capex, 2026 guidance","sub":"CNBC tally · 21 Oct 2026","value":"~$730B","delta":"about $1T expected in 2027","dir":"up","spark":[],"src":"https://www.cnbc.com/2026/10/21/meta-earnings-q3-2026-live-updates.html","asof":"2026-10-21","status":"reported"},{"label":"Nvidia data center revenue","sub":"quarter to 26 Jul 2026","value":"$89B","delta":"+117% year on year","dir":"up","spark":[],"src":"https://www.storagenewsletter.com/2026/08/27/nvidia-fiscal-2q27-financial-results/","asof":"2026-07-26","status":"reported (company results via trade press)"}]},{"id":"labor","label":"AI job postings","note":"share of Indeed ads · 30 Sep 2026","items":[{"label":"Canada","sub":"","value":"19.0%","delta":"+13.2 pts in a year","dir":"up","spark":[3.28,3.35,3.41,3.64,3.68,3.8,3.93,4.17,4.37,4.71,4.98,5.48,5.74,6.7,8.01,10.61,12.73,13.74,15.47,16.75,17.18,18.08,18.2,18.3,18.97],"src":"https://github.com/hiring-lab/ai-tracker/blob/main/AI_posting.csv","asof":"2026-09-30","status":"confirmed"},{"label":"UK","sub":"","value":"9.9%","delta":"+4.8 pts in a year","dir":"up","spark":[2.75,2.9,3.03,3.44,3.38,3.56,3.73,3.99,4.16,4.46,4.67,4.9,5.12,5.73,6.27,7.12,7.03,7.29,8.13,8.39,9.31,9.5,9.5,9.7,9.92],"src":"https://github.com/hiring-lab/ai-tracker/blob/main/AI_posting.csv","asof":"2026-09-30","status":"confirmed"},{"label":"US","sub":"","value":"7.3%","delta":"+3.6 pts in a year","dir":"up","spark":[2.4,2.54,2.6,2.71,2.77,2.79,2.77,2.79,2.88,3.1,3.22,3.45,3.71,4.06,4.28,4.44,4.77,5.05,5.44,5.47,5.8,5.99,6.39,6.81,7.34],"src":"https://github.com/hiring-lab/ai-tracker/blob/main/AI_posting.csv","asof":"2026-09-30","status":"confirmed"},{"label":"Germany","sub":"","value":"5.7%","delta":"+2.1 pts in a year","dir":"up","spark":[2.3,2.31,2.33,2.43,2.56,2.65,2.78,2.85,2.95,3.09,3.33,3.62,3.6,3.65,3.76,4.04,4.28,4.4,4.77,5.0,5.24,5.4,5.71,5.71,5.74],"src":"https://github.com/hiring-lab/ai-tracker/blob/main/AI_posting.csv","asof":"2026-09-30","status":"confirmed"}]}],"log":[{"dir":"up","lead":"OpenAI","text":"round of up to $30B at $1.25T pre-money, led by Coatue and UAE investors, reported on 22 Oct (CNBC, TechCrunch; unnamed sources)."},{"dir":"down","lead":"AI stocks","text":"all 12 basket names fell this week; ARM -14%, META -12% after its Q3 report."},{"dir":"flat","lead":"Meta","text":"narrowed 2026 capex guidance to $135B to $145B on 21 Oct."},{"dir":"up","lead":"Anthropic","text":"IPO preparations reported, with a target near $2T (not yet filed publicly)."},{"dir":"up","lead":"Moonshot AI","text":"eyes a Hong Kong IPO after a reported $50B valuation (6 Oct)."}]},"conclusion":{"headline":[{"t":"About "},{"t":"one in five working-age people","em":true},{"t":" now use AI. Money and usage volume are growing several times faster than the number of people and firms adopting it."}],"cols":[{"title":"Rate of spread","color":"#38BDF8","bullets":["Everyday use rose from 17.8% to 18.8% of working-age people between Q1 and Q2 2026 (Microsoft). The nowcast for this quarter is 20.3%.","Business use grows about 1.2 points a quarter and the builder index about 1.3 points.","The volume layer moves much faster: AI venture funding is up 127% on a year ago, ChatGPT weekly users up 50%, Google's monthly AI tokens 6.7 times, agent framework downloads 4.8 times."]},{"title":"Regions","color":"#34D3B8","bullets":["The gap is widening. Europe and North America add 1.4 to 1.6 points of everyday use a quarter, Sub-Saharan Africa 0.5.","Everyday use leaders: United Arab Emirates (79%), Singapore (67%), France and Ireland (54%). Fastest climbers this year: UAE and South Korea, about 12 points each.","China is the largest open question. Microsoft's telemetry measured 17.5% in Q2 2026; China's CNNIC counts 43% of the population as users and Gallup 62% using AI weekly. The map uses Microsoft's figure and shows the others in China's panel."]},{"title":"Levels of technology","color":"#A78BFA","bullets":["In most countries the share of people using AI is higher than the share of firms. Business use leads where formal firms adopt fast: Denmark, South Korea, Finland, India and Saudi Arabia.","Builders cluster where developers are dense: Singapore, Hong Kong, Estonia and Israel lead the builder index.","The deepest layer grows fastest from a small base: agent framework downloads reached 123 million in 28 days, 4.8 times the level a year earlier."]}],"analysis":[{"title":"What it means","color":"#8BD5FF","bullets":["AI is a daily habit for a third to half of working-age people in Europe, North America and the Gulf, and still a minority habit worldwide at about one in five.","Companies are moving from personal experiments to company processes. In Denmark, South Korea, Finland, India and Saudi Arabia the share of firms using AI is already higher than the share of people.","Capacity is being built far ahead of adoption. Funding, data center spending and token volume grow several times faster than the number of users, which keeps pushing prices down and tools up.","For most businesses, customers and staff already use AI on their own. The open gain is inside the business: workflows, systems and trained teams."]},{"title":"What to watch","color":"#A78BFA","bullets":["Alphabet, Microsoft and Amazon report the week of 26 October (Amazon on 29 October). Their 2027 spending plans are the clearest signal of whether the build-out keeps accelerating.","OpenAI's reported round at a $1.25T pre-money valuation and Anthropic's possible IPO set the pace for funding across the sector.","Microsoft's next diffusion report, expected around December or January, plans a wider measure that could move China's figure a lot.","Eurostat's 2026 business figures, usually released in December or January, will show how far firm adoption moved in the first year of agents."]},{"title":"Trends to highlight","color":"#34D3B8","bullets":["Builders are the fastest growing layer: agent framework downloads rose 4.8 times in a year, and 26% of developers already use AI agents (Stack Overflow 2026).","Paid use is scaling: Microsoft 365 Copilot paid seats doubled from 15 million to 30 million between January and July 2026.","AI is reshaping hiring: 7.3% of US job ads mention AI, about double the share a year ago.","Public and private money diverge this week: the AI stock basket fell 6.1%, while AI took 64% of all venture funding last quarter."]}],"faq":[{"q":"How many people use AI in 2026?","a":"About one in five working-age people worldwide. Microsoft's AI Diffusion Report measured 18.8% of people aged 15 to 64 using generative AI in Q2 2026, up from 17.8% in Q1. The atlas nowcast for the current quarter is 20.3%."},{"q":"Which country uses AI the most?","a":"The United Arab Emirates leads everyday use, at about 79% of working-age people, followed by Singapore (67%) and France and Ireland (54%). Denmark leads business use: 42% of firms with 10 or more employees used AI in 2025 (Eurostat), and the atlas nowcast is about 54%. Singapore, Hong Kong, Estonia and Israel lead the builder index."},{"q":"What share of businesses use AI?","a":"In the EU, 20% of enterprises with 10 or more employees used AI in 2025 (Eurostat). In the UK it was 38% of firms with 10 or more employees in September 2026 (ONS), and in the US 24.6% of all employer firms used AI in a two-week period in October 2026 (Census Bureau). The atlas estimates about 19% of firms worldwide."},{"q":"How fast is AI adoption growing?","a":"Everyday use grows about one percentage point a quarter worldwide, and faster in Europe, North America, the Gulf and South Korea. Business use grows about 1.2 points a quarter. Spending grows much faster: AI venture funding more than doubled in a year and ChatGPT weekly users grew 50% to 1.2 billion."},{"q":"How does Israel compare?","a":"Israel is among the leaders. About 41% of working-age people use AI (nowcast; Microsoft measured 38.7% in Q2 2026), about 39% of businesses with 10 or more employee jobs used AI in March 2026, and Israel ranks fourth in the world on the builder index."},{"q":"How is the AI Adoption Atlas measured?","a":"Each level has its own measure. Everyday use comes from Microsoft's telemetry-based diffusion report, business use from Eurostat and national statistics offices, and the builder index from GitHub developer density, coding use of Claude and the Stack Overflow survey. Countries without data are estimated from internet use, income and their region, and shown hatched. Every source is listed in the method table."},{"q":"Who makes the AI Adoption Atlas?","a":"Or Emergy and Emergy AI Ops, an external AI operating partner that builds AI systems inside businesses: strategy, team training and working automations. The atlas updates automatically every Saturday night. Questions about AI in your own business: book a 20 minute call at emergyaiops.com."}]},"sources":[{"id":"ms_diffusion","name":"Microsoft AI Diffusion Report","url":"https://www.microsoft.com/en-us/corporate-responsibility/topics/ai-economy-institute/reports/global-ai-diffusion-report/","tier":"free","metric":"Share of people aged 15 to 64 using generative AI, from Microsoft telemetry adjusted for device share and internet use. Some African values are group estimates.","period":"Q2 2026","cadence":"Quarterly since 2026","feed":"research","weight":1.0},{"id":"anthropic_aui","name":"Anthropic Economic Index","url":"https://www.anthropic.com/research/economic-index-june-2026-report","tier":"free","metric":"Claude usage per working-age person relative to the world (1.0 = proportional). Calibrated to Microsoft's share.","period":"May 2026","cadence":"About every 3 months","feed":"auto","weight":0.364},{"id":"gallup_weekly","name":"Gallup World Poll","url":"https://news.gallup.com/poll/714593/optimism-globally-widespread-despite-uneven.aspx","tier":"free","metric":"Share of adults 15+ using AI weekly or more, 37 countries.","period":"Apr to Jul 2026","cadence":"Yearly","feed":"research","weight":null},{"id":"gwi_monthly","name":"DataReportal / GWI survey","url":"https://datareportal.com/reports/digital-2027-ai-use-around-the-world","tier":"free","metric":"Share of online adults 16+ using AI tools each month (online panel, 53 countries).","period":"Q2 2026","cadence":"Quarterly","feed":"research","weight":null},{"id":"cnnic","name":"CNNIC (China)","url":"https://www.cnnic.cn/","tier":"free","metric":"Share of China's population that has used generative AI products.","period":"Dec 2025","cadence":"Twice a year","feed":"research","weight":null},{"id":"vciom","name":"VCIOM (Russia)","url":"https://wciom.ru/analytical-reviews/analiticheskii-obzor/neiroseti-v-nashei-zhizni","tier":"free","metric":"Share of Russian internet users 18+ who used AI in the last 12 months.","period":"Jun 2026","cadence":"Twice a year","feed":"research","weight":null},{"id":"eurostat_ai","name":"Eurostat enterprise AI use","url":"https://ec.europa.eu/eurostat/databrowser/view/isoc_eb_ai/default/table","tier":"paid","metric":"Share of enterprises with 10+ employees using at least one AI technology. EU, EEA and candidate countries.","period":"2025","cadence":"Yearly","feed":"auto","weight":1.0},{"id":"oecd_ict","name":"OECD ICT usage in businesses","url":"https://data-explorer.oecd.org/","tier":"paid","metric":"Same definition as Eurostat for non-EU OECD members. Older years are rolled forward with the region's growth.","period":"2020 to 2024","cadence":"Yearly","feed":"auto","weight":0.8},{"id":"ons_bics","name":"UK ONS BICS","url":"https://www.ons.gov.uk/economy/economicoutputandproductivity/output/bulletins/businessinsightsandimpactontheukeconomy/latest","tier":"paid","metric":"UK businesses with 10+ employees using AI (ONS BICS).","period":"Sep 2026","cadence":"Quarterly","feed":"research","weight":0.8},{"id":"census_btos","name":"US Census BTOS","url":"https://www.census.gov/hfp/btos/data","tier":"paid","metric":"US employer firms using AI to produce goods or services in the last two weeks. All firm sizes, so lower than a 10+ count.","period":"Oct 2026","cadence":"Every two weeks","feed":"research","weight":0.8},{"id":"statcan","name":"Statistics Canada","url":"https://www150.statcan.gc.ca/n1/pub/11-621-m/11-621-m2026010-eng.htm","tier":"paid","metric":"Canadian businesses using AI to produce goods or deliver services in the last 12 months.","period":"Q2 2026","cadence":"Yearly","feed":"research","weight":0.8},{"id":"abs_bcs","name":"ABS","url":"https://www.abs.gov.au/statistics/industry/technology-and-innovation/characteristics-australian-business/latest-release","tier":"paid","metric":"Australian businesses of all sizes using AI.","period":"2024-25","cadence":"Yearly","feed":"research","weight":0.8},{"id":"il_cbs","name":"Israel CBS","url":"https://www.cbs.gov.il/he/mediarelease/DocLib/2025/216/31_25_216b.pdf","tier":"paid","metric":"Israeli businesses with 10+ employee jobs using AI (2026 value from a secondary report).","period":"Mar 2026","cadence":"Yearly","feed":"research","weight":0.8},{"id":"kr_msit","name":"Korea via OECD","url":"https://www.data.go.kr/data/15049173/fileData.do","tier":"paid","metric":"Korean enterprises using AI (national informatization survey via OECD).","period":"2024","cadence":"Yearly","feed":"research","weight":0.8},{"id":"cetic_br","name":"CETIC.br","url":"https://cetic.br/en/tics/pesquisa/2025/empresas/H9/","tier":"paid","metric":"Brazilian enterprises with 10+ persons using AI.","period":"2025","cadence":"Yearly","feed":"research","weight":0.8},{"id":"imda_sg","name":"IMDA Singapore","url":"https://www.imda.gov.sg/assets/8e4d9951-bc53-4612-80ba-77ee4feaa6da","tier":"paid","metric":"Singapore enterprises with 10+ employees using AI.","period":"2025","cadence":"Yearly","feed":"research","weight":0.8},{"id":"gastat_sa","name":"GASTAT Saudi Arabia","url":"https://stats.gov.sa/en/w/methodology-and-quality-report-for-the-statistics-of-the-survey-of-access-and-use-of-ict-by-establishments","tier":"paid","metric":"Saudi establishments using AI (size cut-off not stated).","period":"2025","cadence":"Yearly","feed":"research","weight":0.8},{"id":"wbes_in","name":"World Bank WBES","url":"https://www.enterprisesurveys.org/en/data","tier":"paid","metric":"Indian formal firms with 5+ employees in manufacturing and services using AI.","period":"2025-26","cadence":"Yearly","feed":"research","weight":0.8},{"id":"ramp_ai","name":"Ramp AI Index","url":"https://ramp.com/data/ai-index","tier":"paid","metric":"US businesses on Ramp paying for AI tools: 55.9% (Sep 2026). Shown for context: tech-forward firms only.","period":"Sep 2026","cadence":"","feed":"research","weight":null},{"id":"gh_devs","name":"GitHub Innovation Graph","url":"https://innovationgraph.github.com/","tier":"agentic","metric":"Developer accounts per 1,000 people (log scale, 1 to 200 per 1,000 maps to 0 to 100).","period":"Q1 2026","cadence":"","feed":"auto","weight":0.45},{"id":"pypi_agents","name":"PyPI downloads by country (ClickPy)","url":"https://clickpy.clickhouse.com/","tier":"agentic","metric":"Agent framework downloads (LangGraph, CrewAI, OpenAI Agents, Claude Agent SDK, Pydantic AI, smolagents, AutoGen). Shown as a growth signal: country counts are distorted by data centers.","period":"Sep to Oct 2026","cadence":"","feed":"auto","weight":null},{"id":"claude_coding","name":"Anthropic Economic Index, coding share","url":"https://www.anthropic.com/research/economic-index-june-2026-report","tier":"agentic","metric":"Claude usage per person times the share of conversations in computer and math work: coding use per person.","period":"May 2026","cadence":"","feed":"auto","weight":0.4},{"id":"so_agents","name":"Stack Overflow Developer Survey","url":"https://survey.stackoverflow.co/","tier":"agentic","metric":"Share of developers using AI agents or automated workflows (37 countries with enough answers).","period":"2026 survey","cadence":"","feed":"research","weight":0.15}],"learning":{"steps":[["Collect","Automatic feeds pull official statistics, developer data and market prices. The weekly research step reads new reports and press for figures that have no feed."],["Adjust","Each proxy is calibrated against the official measurement on the countries where both exist. A proxy that tracks the official numbers closely earns a higher weight."],["Fill","Countries with no measurement are estimated from internet use, income and their region, and drawn hatched on the map."],["Nowcast","Official numbers arrive every 6 to 12 months. Between releases each country moves along its own diffusion curve, nudged by the weekly signals."],["Learn","When a new official release lands, last week's estimate is scored against it. Sources that predicted well gain weight, the rest lose it, and the error is logged."]],"fits":{"anthropic_aui":{"r2":0.61,"n":90,"used":true}},"weights":[{"label":"Microsoft diffusion","w":1.0,"tier":"free"},{"label":"Eurostat","w":1.0,"tier":"paid"},{"label":"OECD ICT survey","w":0.8,"tier":"paid"},{"label":"UK ONS BICS","w":0.8,"tier":"paid"},{"label":"US Census BTOS","w":0.8,"tier":"paid"},{"label":"Statistics Canada","w":0.8,"tier":"paid"},{"label":"ABS","w":0.8,"tier":"paid"},{"label":"Israel CBS","w":0.8,"tier":"paid"},{"label":"Korea via OECD","w":0.8,"tier":"paid"},{"label":"CETIC.br","w":0.8,"tier":"paid"},{"label":"IMDA Singapore","w":0.8,"tier":"paid"},{"label":"GASTAT Saudi Arabia","w":0.8,"tier":"paid"},{"label":"World Bank WBES","w":0.8,"tier":"paid"},{"label":"GitHub developers","w":0.45,"tier":"agentic"},{"label":"Claude coding use","w":0.4,"tier":"agentic"},{"label":"Anthropic usage index","w":0.364,"tier":"free"},{"label":"Stack Overflow survey","w":0.15,"tier":"agentic"}]}}