The AI Diffusion Index

Global AI Diffusion Q1 2026 Trends and Insights

Across one hundred and forty-seven economies, the share of the working-age population using generative AI has steadily increased since June 2025. The United Arab Emirates leads, with Singapore and much of the North Atlantic close behind. Meanwhile, large parts of the world, shown in pale blue, remain below the ten percent threshold.

Highest AI Diffusion
Largest Quarterly Gain
Global AI Diffusion
Economies Above 30% AI Diffusion
AI user share, % of population
010203040506070+
No data
AI diffusion is measured as the share of people between ages of 15 and 64 who have used a generative AI product. This measure is derived from aggregated and anonymized Microsoft telemetry and adjusted to reflect differences in OS and device-market share, internet penetration, and country population. Additional details on the methodology are available in our AI Diffusion technical paper.
North America
    Europe
      Middle East
        Asia-Pacific
          Latin America & Caribbean
            Africa
              Momentum

              Where AI adoption is growing fastest

              The fifteen economies with the largest quarter-over-quarter gain in AI adoption. The change in adoption rate is measured by the difference in percentage points (pp) from Q1 2026 and H2 2025. For example, a move from 29% to 32% is a gain of 3 percentage points.

              H2 2025 share
              Q1 2026 gain
              The Rise

              A growth wave in Asia

              Beyond the world's leading economies, Asia is experiencing a broader surge. Twelve of the fifteen fastest-growing economies since June 2025 are Asian, each adding at least 25% more AI users over the period. Growth is led by South Korea (+43%), Thailand (+36%), and Japan (+34%), with similarly strong gains across Mongolia, Iran, Laos, and Turkey, all above 30%. The pattern spans advanced and emerging economies alike, extending through Kazakhstan, Kyrgyzstan, Uzbekistan, Vietnam, and Cambodia. Unlike the previous chart, which measures the change in adoption rate, growth here is measured by the percent increase in the number of AI users over the period.

              Asia
              Other regions

              % increase in number of AI users since June 2025 (H1 2025 → Q1 2026).

              Trajectory

              AI diffusion over time by economy

              Rank movement within the top twenty-five economies (the leaders by Q1 2026 share). Ribbon vertical position encodes rank in this cohort; the right-hand pill shows the absolute change in user share over the period. Hover any row to isolate one economy's path.

              H2 2025 AI diffusion Q1 2026 AI diffusion
              AI diffusion over time by economy: rank-and-share comparison between H2 2025 and Q1 2026 across the top twenty-five economies.
              Economy H2 2025 rank H2 2025 AI user share (%) Q1 2026 rank Q1 2026 AI user share (%) Change (percentage points)

              Rank-and-share comparison between H2 2025 and Q1 2026 across the top twenty-five economies by Q1 2026 AI user share.

              The Divide

              The widening divide between Global North and Global South

              In Q1 2026, 27.5% of the population in the Global North used generative AI, up from 24.7% in H2 2025, a gain of 2.8 percentage points. In the Global South, usage reached 15.4%, up from 14.1%, a gain of just 1.3 percentage points. Adoption in the North is growing more than twice as fast as in the South. This divide reflects the systemic challenges facing the Global South, where limited access to electricity, internet connectivity, and digital skills continue to constrain adoption. Until these foundational gaps are addressed, the benefits of generative AI will remain unevenly distributed.

              Usage by region
              Region H1 2025 H2 2025 Q1 2026 Change
              Global North 22.9% 24.7% 27.5% +2.8
              Global South 13.1% 14.1% 15.4% +1.3
              World 15.1% 16.3% 17.8% +1.5
              Gap
              North minus South
              9.8pp 10.6pp 12.1pp widening →
              Acceleration

              Coding as a leading indicator of AI diffusion

              AI is reshaping how software gets built, and developer activity on GitHub reflects the shift. Over the past year, global Git pushes rose 78%, and new repositories increased 45%. Meanwhile, GitHub pull request activity tied to AI coding agents has surged more than 28×. The acceleration coincides with major model advances: Anthropic's Claude Opus and OpenAI's GPT-5 Codex family advanced the state of the art in real-world software engineering, while GitHub Copilot evolved into a broader AI coding platform with multi-model support and autonomous coding agents. Copilot, and other AI coding tools like Claude Code and Codex, are now active participants in the software development lifecycle.

              Git pushes globally

              380M

              Quarterly · Q1 2020 to Q1 2026

              New repositories created

              21.3M

              Quarterly · Q1 2020 to Q1 2026

              GitHub pull requests associated with AI agents

              2.3M

              Monthly · May 2025 to Mar 2026

              AI Diffusion Index — Q1 2026 data tables

              Source: Microsoft AI Economy Institute, AI Diffusion Index, Q1 2026 release (published January 2026). AI user share is the share of the working-age population using generative AI within the reporting period. Methodology: arXiv:2511.02781 (Misra et al.). Data and documentation: github.com/microsoft/ai-diffusion-report.

              Headline figures, Q1 2026

              Highest AI diffusion
              United Arab Emirates, 70.1% of working-age population using generative AI
              Largest quarterly gain
              South Korea, +6.4 percentage points from H2 2025 to Q1 2026
              Global AI diffusion
              17.8% of working-age population worldwide, up 1.5 percentage points from H2 2025
              Economies above 30% AI diffusion
              26 of 147 economies measured
              Global North vs Global South gap, Q1 2026
              Global North 27.5%, Global South 15.4%, gap 12.1 percentage points (widening from 10.6pp in H2 2025)
              AI user share by economy, Q1 2026, with H2 2025 baseline and quarter-over-quarter change in percentage points. Ranked by Q1 2026 share. 147 economies.
              Rank Economy H2 2025 (%) Q1 2026 (%) Change (percentage points)
              1United Arab Emirates64.070.1+6.1
              2Singapore60.963.4+2.5
              3Norway46.448.6+2.2
              4Ireland44.648.4+3.8
              5France44.047.8+3.8
              6Spain41.844.2+2.4
              7New Zealand40.543.0+2.5
              8United Kingdom38.942.2+3.3
              9Netherlands38.942.1+3.2
              10Qatar38.341.8+3.5
              11Australia36.939.5+2.6
              12Belgium36.039.0+3.0
              13Israel36.138.1+2.0
              14Switzerland34.837.8+3.0
              15Canada35.037.3+2.3
              16South Korea30.737.1+6.4
              17Sweden33.336.1+2.8
              18Austria31.434.1+2.7
              19Hungary29.832.2+2.4
              20Taiwan28.431.8+3.4
              21United States28.331.3+3.0
              22Denmark28.731.2+2.5
              23Germany28.631.1+2.5
              24Poland28.531.0+2.5
              25Italy27.830.2+2.4
              26Czech Republic27.830.1+2.3
              27Bulgaria27.329.7+2.4
              28Jordan27.029.7+2.7
              29Finland27.329.5+2.2
              30Saudi Arabia26.229.4+3.2
              31Slovenia26.529.0+2.5
              32Costa Rica26.528.5+2.0
              33Lebanon25.727.3+1.6
              34Oman24.226.5+2.3
              35Vietnam23.526.5+3.0
              36Portugal24.226.4+2.2
              37Slovakia23.826.1+2.3
              38Croatia23.726.1+2.4
              39Dominican Republic22.724.8+2.1
              40Uruguay22.524.6+2.1
              41Colombia22.024.5+2.5
              42Lithuania22.424.3+1.9
              43Republic of Serbia21.524.1+2.6
              44Jamaica22.124.0+1.9
              45Panama21.523.3+1.8
              46South Africa21.123.1+2.0
              47Chile20.822.7+1.9
              48Japan19.122.5+3.4
              49Bosnia and Herzegovina19.522.1+2.6
              50Argentina19.621.9+2.3
              51Malaysia19.721.8+2.1
              52Kuwait19.121.1+2.0
              53Greece19.120.8+1.7
              54Georgia18.220.5+2.3
              55Philippines18.320.1+1.8
              56Mexico17.820.1+2.3
              57Ecuador17.719.5+1.8
              58Brazil17.119.1+2.0
              59Moldova17.018.5+1.5
              60Albania16.518.5+2.0
              61El Salvador16.218.3+2.1
              62Azerbaijan15.517.7+2.2
              63India15.717.6+1.9
              64Romania16.217.5+1.3
              65Turkey14.617.4+2.8
              66Mongolia14.316.7+2.4
              67China16.316.4+0.1
              68Guatemala14.816.4+1.6
              69Peru14.716.4+1.7
              70Kazakhstan13.715.9+2.2
              71Namibia13.815.1+1.3
              72Libya13.715.0+1.3
              73Gabon13.415.0+1.6
              74Botswana13.714.8+1.1
              75Egypt13.414.8+1.4
              76Nepal13.014.2+1.2
              77Indonesia12.714.1+1.4
              78Honduras13.114.0+0.9
              79Senegal12.913.9+1.0
              80Tunisia12.713.5+0.8
              81Algeria12.013.2+1.2
              82Zambia12.313.1+0.8
              83Ivory Coast11.713.1+1.4
              84Bolivia11.612.7+1.1
              85Iran10.712.6+1.9
              86Iraq11.212.5+1.3
              87Thailand10.712.4+1.7
              88Paraguay11.012.2+1.2
              89Nicaragua10.711.8+1.1
              90Morocco10.911.7+0.8
              91Gambia10.911.4+0.5
              92Pakistan10.311.4+1.1
              93Angola9.710.9+1.2
              94Madagascar9.710.9+1.2
              95Malawi9.710.9+1.2
              96Mozambique9.710.9+1.2
              97French Guiana9.010.3+1.3
              98Guyana9.010.3+1.3
              99Suriname9.010.3+1.3
              100Venezuela9.010.3+1.3
              101Benin9.310.1+0.8
              102Burkina Faso9.310.1+0.8
              103Ghana9.310.1+0.8
              104Guinea9.310.1+0.8
              105Guinea Bissau9.310.1+0.8
              106Liberia9.310.1+0.8
              107Mali9.310.1+0.8
              108Mauritania9.310.1+0.8
              109Niger9.310.1+0.8
              110Nigeria9.310.1+0.8
              111Sierra Leone9.310.1+0.8
              112Togo9.310.1+0.8
              113Myanmar9.110.0+0.9
              114Lesotho9.19.8+0.7
              115Belarus8.49.6+1.2
              116Kyrgyzstan8.29.5+1.3
              117Russia8.09.5+1.5
              118Ukraine9.09.4+0.4
              119Kenya8.18.7+0.6
              120Cameroon7.88.7+0.9
              121Central African Republic7.88.7+0.9
              122Chad7.88.7+0.9
              123Republic of the Congo7.88.7+0.9
              124Democratic Republic of the Congo7.88.7+0.9
              125Zimbabwe7.68.5+0.9
              126Haiti7.68.5+0.9
              127Bangladesh7.17.8+0.7
              128Laos6.77.8+1.1
              129Papua New Guinea7.37.7+0.4
              130Burundi6.87.6+0.8
              131Eritrea6.87.6+0.8
              132Ethiopia6.87.6+0.8
              133Somalia6.87.6+0.8
              134South Sudan6.87.6+0.8
              135Sudan6.87.6+0.8
              136United Republic of Tanzania6.87.6+0.8
              137Uganda6.87.6+0.8
              138Syria7.17.5+0.4
              139Armenia6.67.4+0.8
              140Sri Lanka6.67.3+0.7
              141Rwanda6.37.2+0.9
              142Uzbekistan6.37.2+0.9
              143Cuba6.16.7+0.6
              144Afghanistan5.66.1+0.5
              145Tajikistan5.66.1+0.5
              146Turkmenistan5.66.1+0.5
              147Cambodia5.15.7+0.6
              Fifteen fastest-growing economies by AI user count, H1 2025 (June 2025) to Q1 2026. Growth measured as percent increase in number of AI users over the period. Twelve of the fifteen are in Asia.
              Rank Economy Region H1 2025 share (%) Q1 2026 share (%) User growth (%)
              1South KoreaAsia25.937.1+43.2
              2ThailandAsia9.112.4+36.4
              3JapanAsia16.722.5+34.1
              4MongoliaAsia12.616.7+32.3
              5IranAsia9.612.6+31.4
              6LaosAsia6.07.8+31.2
              7TurkeyAsia13.417.4+30.3
              8BelarusOther7.69.6+27.6
              9El SalvadorOther14.618.3+25.7
              10KazakhstanAsia12.715.9+25.6
              11KyrgyzstanAsia7.69.5+25.5
              12UzbekistanAsia5.77.2+25.5
              13VietnamAsia21.226.5+24.9
              14CambodiaAsia4.65.7+24.8
              15RussiaOther7.69.5+24.6