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Release 2026-Q4· reporting Q3 2026
The headline figures for the period chosen above.
Every quarter and month published for Kenya. A gap marks a withheld period.
Where a city is given, Q3 2026.
Compare with the tracked markets together, or see every ecosystem in Kenya.
Release 2026-Q4· source snapshot 20261005T130551· data through 2026-09-27· Revision log
Active developers
Change on the previous quarter
Change on a year earlier
Active again from last quarter
Observed minimums. Any city below 5 developers is rolled into “Other places”, so city breakdowns are incomplete by design.
Observed minimums, split by contribution days in the period. The three bands partition the total, so the stack height is the total.
| Period | All | Occasional (under 10 days) | Sustained (10 to 49 days) | Heavy (50 days or more) |
|---|---|---|---|---|
| Q1 2019 | ≥ 59 | ≥ 55 | ≥ 3 | ≥ 1 |
| Q2 2019 | ≥ 71 | ≥ 64 | ≥ 6 | ≥ 1 |
| Q3 2019 | ≥ 69 | ≥ 62 | ≥ 6 | ≥ 1 |
| Q4 2019 | ≥ 73 | ≥ 62 | ≥ 10 | ≥ 1 |
| Q1 2020 | ≥ 77 | ≥ 67 | ≥ 9 | ≥ 1 |
| Q2 2020 | ≥ 106 | ≥ 98 | ≥ 7 | ≥ 1 |
| Q3 2020 | ≥ 90 | ≥ 81 | ≥ 8 | ≥ 1 |
| Q4 2020 | ≥ 107 | ≥ 94 | ≥ 12 | ≥ 1 |
| Q1 2021 | ≥ 116 | ≥ 99 | ≥ 16 | ≥ 1 |
| Q2 2021 | ≥ 149 | ≥ 120 | ≥ 28 | ≥ 1 |
| Q3 2021 | ≥ 172 | ≥ 142 | ≥ 29 | ≥ 1 |
| Q4 2021 | ≥ 133 | ≥ 100 | ≥ 31 | ≥ 2 |
| Q1 2022 | ≥ 166 | ≥ 133 | ≥ 32 | ≥ 1 |
| Q2 2022 | ≥ 212 | ≥ 169 | ≥ 42 | ≥ 1 |
| Q3 2022 | ≥ 217 | ≥ 174 | ≥ 41 | ≥ 2 |
| Q4 2022 | ≥ 234 | ≥ 195 | ≥ 36 | ≥ 3 |
| Q1 2023 | ≥ 211 | ≥ 168 | ≥ 39 | ≥ 4 |
| Q2 2023 | ≥ 196 | ≥ 158 | ≥ 36 | ≥ 2 |
| Q3 2023 | ≥ 220 | ≥ 179 | ≥ 40 | ≥ 1 |
| Q4 2023 | ≥ 314 | ≥ 270 | ≥ 42 | ≥ 2 |
| Q1 2024 | ≥ 289 | ≥ 230 | ≥ 56 | ≥ 3 |
| Q2 2024 | ≥ 332 | ≥ 263 | ≥ 67 | ≥ 2 |
| Q3 2024 | ≥ 334 | ≥ 256 | ≥ 72 | ≥ 6 |
| Q4 2024 | ≥ 327 | ≥ 255 | ≥ 68 | ≥ 4 |
| Q1 2025 | ≥ 337 | ≥ 239 | ≥ 95 | ≥ 3 |
| Q2 2025 | ≥ 488 | ≥ 363 | ≥ 117 | ≥ 8 |
| Q3 2025 | ≥ 457 | ≥ 301 | ≥ 137 | ≥ 19 |
| Q4 2025 | ≥ 415 | ≥ 289 | ≥ 117 | ≥ 9 |
| Q1 2026 | ≥ 394 | ≥ 288 | ≥ 98 | ≥ 8 |
| Q2 2026 | ≥ 211 | ≥ 151 | ≥ 51 | ≥ 9 |
| Q3 2026 | ≥ 155 | ≥ 110 | ≥ 39 | ≥ 6 |
Time since each developer's first contribution, at the end of the quarter. Observed minimums.
| Period | Under 1 year | 1 to 2 years | 2 years or more |
|---|---|---|---|
| Q1 2019 | ≥ 35 | ≥ 8 | ≥ 16 |
| Q2 2019 | ≥ 53 | ≥ 8 | ≥ 10 |
| Q3 2019 | ≥ 45 | ≥ 5 | ≥ 19 |
| Q4 2019 | ≥ 47 | ≥ 9 | ≥ 17 |
| Q1 2020 | ≥ 50 | ≥ 8 | ≥ 19 |
| Q2 2020 | ≥ 71 | ≥ 17 | ≥ 18 |
| Q3 2020 | ≥ 60 | ≥ 9 | ≥ 21 |
| Q4 2020 | ≥ 69 | ≥ 13 | ≥ 25 |
| Q1 2021 | ≥ 84 | ≥ 9 | ≥ 23 |
| Q2 2021 | ≥ 108 | ≥ 16 | ≥ 25 |
| Q3 2021 | ≥ 123 | ≥ 19 | ≥ 30 |
| Q4 2021 | ≥ 84 | ≥ 16 | ≥ 33 |
| Q1 2022 | ≥ 107 | ≥ 17 | ≥ 42 |
| Q2 2022 | ≥ 151 | ≥ 21 | ≥ 40 |
| Q3 2022 | ≥ 155 | ≥ 27 | ≥ 35 |
| Q4 2022 | ≥ 165 | ≥ 30 | ≥ 39 |
| Q1 2023 | ≥ 138 | ≥ 31 | ≥ 42 |
| Q2 2023 | ≥ 118 | ≥ 23 | ≥ 55 |
| Q3 2023 | ≥ 125 | ≥ 33 | ≥ 62 |
| Q4 2023 | ≥ 204 | ≥ 42 | ≥ 68 |
| Q1 2024 | ≥ 187 | ≥ 39 | ≥ 63 |
| Q2 2024 | ≥ 192 | ≥ 38 | ≥ 102 |
| Q3 2024 | ≥ 191 | ≥ 46 | ≥ 97 |
| Q4 2024 | ≥ 169 | ≥ 54 | ≥ 104 |
| Q1 2025 | ≥ 168 | ≥ 61 | ≥ 108 |
| Q2 2025 | ≥ 286 | ≥ 73 | ≥ 129 |
| Q3 2025 | ≥ 237 | ≥ 78 | ≥ 142 |
| Q4 2025 | ≥ 201 | ≥ 70 | ≥ 144 |
| Q1 2026 | ≥ 196 | ≥ 55 | ≥ 143 |
| Q2 2026 | ≥ 89 | ≥ 35 | ≥ 87 |
| Q3 2026 | ≥ 64 | ≥ 25 | ≥ 66 |
Developers contributing to one chain, or to two or more, in the quarter. Observed minimums.
| Period | One chain | Two or more chains |
|---|---|---|
| Q1 2019 | ≥ 58 | ≥ 1 |
| Q2 2019 | ≥ 70 | ≥ 1 |
| Q3 2019 | ≥ 67 | ≥ 2 |
| Q4 2019 | ≥ 71 | ≥ 2 |
| Q1 2020 | ≥ 77 | ≥ 0 |
| Q2 2020 | ≥ 105 | ≥ 1 |
| Q3 2020 | ≥ 88 | ≥ 2 |
| Q4 2020 | ≥ 105 | ≥ 2 |
| Q1 2021 | ≥ 112 | ≥ 4 |
| Q2 2021 | ≥ 138 | ≥ 11 |
| Q3 2021 | ≥ 158 | ≥ 14 |
| Q4 2021 | ≥ 113 | ≥ 20 |
| Q1 2022 | ≥ 148 | ≥ 18 |
| Q2 2022 | ≥ 186 | ≥ 26 |
| Q3 2022 | ≥ 198 | ≥ 19 |
| Q4 2022 | ≥ 214 | ≥ 20 |
| Q1 2023 | ≥ 198 | ≥ 13 |
| Q2 2023 | ≥ 187 | ≥ 9 |
| Q3 2023 | ≥ 210 | ≥ 10 |
| Q4 2023 | ≥ 307 | ≥ 7 |
| Q1 2024 | ≥ 275 | ≥ 14 |
| Q2 2024 | ≥ 310 | ≥ 22 |
| Q3 2024 | ≥ 295 | ≥ 39 |
| Q4 2024 | ≥ 297 | ≥ 30 |
| Q1 2025 | ≥ 296 | ≥ 41 |
| Q2 2025 | ≥ 419 | ≥ 69 |
| Q3 2025 | ≥ 374 | ≥ 83 |
| Q4 2025 | ≥ 336 | ≥ 79 |
| Q1 2026 | ≥ 353 | ≥ 41 |
| Q2 2026 | ≥ 180 | ≥ 31 |
| Q3 2026 | ≥ 129 | ≥ 26 |
New: first-ever contribution that month. Newly visible: older contributors who appeared that month because the source added a project they worked on (an approximation, from 2020); its spikes mark the source adding projects in batches. Recent months rise in later releases.
| Period | New developers | Newly visible |
|---|---|---|
| Jan 2019 | ≥ 13 | not published |
| Feb 2019 | ≥ 7 | not published |
| Mar 2019 | ≥ 7 | not published |
| Apr 2019 | ≥ 13 | not published |
| May 2019 | ≥ 9 | not published |
| Jun 2019 | ≥ 17 | not published |
| Jul 2019 | ≥ 5 | not published |
| Aug 2019 | ≥ 6 | not published |
| Sept 2019 | ≥ 10 | not published |
| Oct 2019 | ≥ 18 | not published |
| Nov 2019 | ≥ 6 | not published |
| Dec 2019 | ≥ 8 | not published |
| Jan 2020 | ≥ 12 | ≥ 1 |
| Feb 2020 | ≥ 11 | ≥ 7 |
| Mar 2020 | ≥ 12 | ≥ 0 |
| Apr 2020 | ≥ 15 | ≥ 53 |
| May 2020 | ≥ 23 | ≥ 3 |
| Jun 2020 | ≥ 14 | ≥ 3 |
| Jul 2020 | ≥ 12 | ≥ 0 |
| Aug 2020 | ≥ 15 | ≥ 0 |
| Sept 2020 | ≥ 17 | ≥ 3 |
| Oct 2020 | ≥ 19 | ≥ 5 |
| Nov 2020 | ≥ 20 | ≥ 2 |
| Dec 2020 | ≥ 12 | ≥ 2 |
| Jan 2021 | ≥ 12 | ≥ 3 |
| Feb 2021 | ≥ 17 | ≥ 0 |
| Mar 2021 | ≥ 24 | ≥ 0 |
| Apr 2021 | ≥ 21 | ≥ 1 |
| May 2021 | ≥ 16 | ≥ 0 |
| Jun 2021 | ≥ 23 | ≥ 0 |
| Jul 2021 | ≥ 24 | ≥ 2 |
| Aug 2021 | ≥ 18 | ≥ 0 |
| Sept 2021 | ≥ 19 | ≥ 4 |
| Oct 2021 | ≥ 25 | ≥ 14 |
| Nov 2021 | ≥ 16 | ≥ 1 |
| Dec 2021 | ≥ 8 | ≥ 11 |
| Jan 2022 | ≥ 17 | ≥ 1 |
| Feb 2022 | ≥ 22 | ≥ 1 |
| Mar 2022 | ≥ 31 | ≥ 1 |
| Apr 2022 | ≥ 44 | ≥ 1 |
| May 2022 | ≥ 33 | ≥ 0 |
| Jun 2022 | ≥ 39 | ≥ 3 |
| Jul 2022 | ≥ 36 | ≥ 12 |
| Aug 2022 | ≥ 30 | ≥ 5 |
| Sept 2022 | ≥ 38 | ≥ 4 |
| Oct 2022 | ≥ 42 | ≥ 4 |
| Nov 2022 | ≥ 39 | ≥ 5 |
| Dec 2022 | ≥ 23 | ≥ 5 |
| Jan 2023 | ≥ 30 | ≥ 9 |
| Feb 2023 | ≥ 34 | ≥ 9 |
| Mar 2023 | ≥ 26 | ≥ 5 |
| Apr 2023 | ≥ 34 | ≥ 8 |
| May 2023 | ≥ 26 | ≥ 28 |
| Jun 2023 | ≥ 22 | ≥ 9 |
| Jul 2023 | ≥ 20 | ≥ 18 |
| Aug 2023 | ≥ 33 | ≥ 5 |
| Sept 2023 | ≥ 36 | ≥ 1 |
| Oct 2023 | ≥ 65 | ≥ 4 |
| Nov 2023 | ≥ 39 | ≥ 2 |
| Dec 2023 | ≥ 50 | ≥ 7 |
| Jan 2024 | ≥ 52 | ≥ 4 |
| Feb 2024 | ≥ 24 | ≥ 1 |
| Mar 2024 | ≥ 51 | ≥ 4 |
| Apr 2024 | ≥ 34 | ≥ 2 |
| May 2024 | ≥ 52 | ≥ 1 |
| Jun 2024 | ≥ 31 | ≥ 10 |
| Jul 2024 | ≥ 41 | ≥ 4 |
| Aug 2024 | ≥ 40 | ≥ 15 |
| Sept 2024 | ≥ 24 | ≥ 1 |
| Oct 2024 | ≥ 49 | ≥ 60 |
| Nov 2024 | ≥ 33 | ≥ 12 |
| Dec 2024 | ≥ 19 | ≥ 3 |
| Jan 2025 | ≥ 43 | ≥ 3 |
| Feb 2025 | ≥ 30 | ≥ 0 |
| Mar 2025 | ≥ 39 | ≥ 57 |
| Apr 2025 | ≥ 45 | ≥ 49 |
| May 2025 | ≥ 81 | ≥ 5 |
| Jun 2025 | ≥ 60 | ≥ 6 |
| Jul 2025 | ≥ 41 | ≥ 5 |
| Aug 2025 | ≥ 37 | ≥ 12 |
| Sept 2025 | ≥ 34 | ≥ 111 |
| Oct 2025 | ≥ 37 | ≥ 26 |
| Nov 2025 | ≥ 24 | ≥ 6 |
| Dec 2025 | ≥ 31 | ≥ 20 |
| Jan 2026 | ≥ 23 | ≥ 32 |
| Feb 2026 | ≥ 33 | ≥ 27 |
| Mar 2026 | ≥ 47 | ≥ 2 |
| Apr 2026 | ≥ 13 | ≥ 1 |
| May 2026 | ≥ 14 | ≥ 0 |
| Jun 2026 | ≥ 9 | ≥ 0 |
| Jul 2026 | ≥ 15 | ≥ 1 |
| Aug 2026 | ≥ 8 | ≥ 0 |
| Sept 2026 | ≥ 9 | ≥ 0 |
Repositories created that month that these developers contributed to, and existing repositories (over 90 days old) that received their first contribution from them that month.
| Period | Newly created | Existing, first contribution |
|---|---|---|
| Jan 2019 | ≥ 6 | ≥ 5 |
| Feb 2019 | ≥ 12 | ≥ 3 |
| Mar 2019 | ≥ 15 | ≥ 5 |
| Apr 2019 | ≥ 11 | ≥ 8 |
| May 2019 | ≥ 10 | ≥ 6 |
| Jun 2019 | ≥ 23 | ≥ 4 |
| Jul 2019 | ≥ 8 | ≥ 12 |
| Aug 2019 | ≥ 9 | ≥ 4 |
| Sept 2019 | ≥ 18 | ≥ 8 |
| Oct 2019 | ≥ 20 | ≥ 16 |
| Nov 2019 | ≥ 17 | ≥ 11 |
| Dec 2019 | ≥ 14 | ≥ 5 |
| Jan 2020 | ≥ 21 | ≥ 4 |
| Feb 2020 | ≥ 8 | ≥ 11 |
| Mar 2020 | ≥ 23 | ≥ 7 |
| Apr 2020 | ≥ 22 | ≥ 9 |
| May 2020 | ≥ 20 | ≥ 6 |
| Jun 2020 | ≥ 11 | ≥ 6 |
| Jul 2020 | ≥ 19 | ≥ 3 |
| Aug 2020 | ≥ 23 | ≥ 10 |
| Sept 2020 | ≥ 13 | ≥ 12 |
| Oct 2020 | ≥ 18 | ≥ 11 |
| Nov 2020 | ≥ 16 | ≥ 12 |
| Dec 2020 | ≥ 9 | ≥ 3 |
| Jan 2021 | ≥ 12 | ≥ 6 |
| Feb 2021 | ≥ 16 | ≥ 10 |
| Mar 2021 | ≥ 33 | ≥ 9 |
| Apr 2021 | ≥ 25 | ≥ 15 |
| May 2021 | ≥ 14 | ≥ 12 |
| Jun 2021 | ≥ 14 | ≥ 12 |
| Jul 2021 | ≥ 20 | ≥ 12 |
| Aug 2021 | ≥ 24 | ≥ 3 |
| Sept 2021 | ≥ 29 | ≥ 12 |
| Oct 2021 | ≥ 41 | ≥ 16 |
| Nov 2021 | ≥ 30 | ≥ 8 |
| Dec 2021 | ≥ 26 | ≥ 5 |
| Jan 2022 | ≥ 40 | ≥ 8 |
| Feb 2022 | ≥ 39 | ≥ 16 |
| Mar 2022 | ≥ 42 | ≥ 9 |
| Apr 2022 | ≥ 57 | ≥ 19 |
| May 2022 | ≥ 72 | ≥ 13 |
| Jun 2022 | ≥ 78 | ≥ 9 |
| Jul 2022 | ≥ 68 | ≥ 24 |
| Aug 2022 | ≥ 63 | ≥ 11 |
| Sept 2022 | ≥ 54 | ≥ 20 |
| Oct 2022 | ≥ 60 | ≥ 15 |
| Nov 2022 | ≥ 60 | ≥ 23 |
| Dec 2022 | ≥ 51 | ≥ 13 |
| Jan 2023 | ≥ 41 | ≥ 18 |
| Feb 2023 | ≥ 40 | ≥ 17 |
| Mar 2023 | ≥ 49 | ≥ 16 |
| Apr 2023 | ≥ 27 | ≥ 11 |
| May 2023 | ≥ 38 | ≥ 15 |
| Jun 2023 | ≥ 30 | ≥ 13 |
| Jul 2023 | ≥ 39 | ≥ 16 |
| Aug 2023 | ≥ 58 | ≥ 24 |
| Sept 2023 | ≥ 30 | ≥ 18 |
| Oct 2023 | ≥ 37 | ≥ 26 |
| Nov 2023 | ≥ 46 | ≥ 16 |
| Dec 2023 | ≥ 52 | ≥ 15 |
| Jan 2024 | ≥ 65 | ≥ 21 |
| Feb 2024 | ≥ 59 | ≥ 18 |
| Mar 2024 | ≥ 47 | ≥ 29 |
| Apr 2024 | ≥ 59 | ≥ 25 |
| May 2024 | ≥ 65 | ≥ 24 |
| Jun 2024 | ≥ 57 | ≥ 10 |
| Jul 2024 | ≥ 67 | ≥ 18 |
| Aug 2024 | ≥ 90 | ≥ 25 |
| Sept 2024 | ≥ 69 | ≥ 24 |
| Oct 2024 | ≥ 69 | ≥ 30 |
| Nov 2024 | ≥ 54 | ≥ 19 |
| Dec 2024 | ≥ 33 | ≥ 17 |
| Jan 2025 | ≥ 67 | ≥ 23 |
| Feb 2025 | ≥ 57 | ≥ 25 |
| Mar 2025 | ≥ 82 | ≥ 29 |
| Apr 2025 | ≥ 92 | ≥ 33 |
| May 2025 | ≥ 149 | ≥ 25 |
| Jun 2025 | ≥ 172 | ≥ 31 |
| Jul 2025 | ≥ 135 | ≥ 44 |
| Aug 2025 | ≥ 100 | ≥ 26 |
| Sept 2025 | ≥ 70 | ≥ 29 |
| Oct 2025 | ≥ 120 | ≥ 31 |
| Nov 2025 | ≥ 78 | ≥ 20 |
| Dec 2025 | ≥ 47 | ≥ 26 |
| Jan 2026 | ≥ 59 | ≥ 26 |
| Feb 2026 | ≥ 42 | ≥ 25 |
| Mar 2026 | ≥ 15 | ≥ 51 |
| Apr 2026 | ≥ 1 | ≥ 27 |
| May 2026 | ≥ 1 | ≥ 23 |
| Jun 2026 | ≥ 2 | ≥ 32 |
| Jul 2026 | ≥ 2 | ≥ 30 |
| Aug 2026 | ≥ 1 | ≥ 13 |
| Sept 2026 | ≥ 0 | ≥ 15 |
Shares within the observed developers. Published only over at least 50 developers. Newcomers are those whose first contribution fell in the quarter; progression is occasional contributors (under 10 days) who stayed active and reached 10 or more days the next quarter. Contribution days measure activity, not employment.
| Period | Active again from last quarter | Newcomers active next quarter | Newcomers active a year later | Occasional to sustained |
|---|---|---|---|---|
| Q1 2019 | not published | not published | not published | not published |
| Q2 2019 | 35.6% | not published | not published | not published |
| Q3 2019 | 49.3% | not published | not published | not published |
| Q4 2019 | 42.0% | not published | not published | not published |
| Q1 2020 | 41.1% | not published | not published | not published |
| Q2 2020 | 45.5% | 15.4% | 9.6% | not published |
| Q3 2020 | 27.4% | not published | not published | not published |
| Q4 2020 | 40.0% | 43.1% | 9.8% | not published |
| Q1 2021 | 45.8% | 47.2% | not published | not published |
| Q2 2021 | 56.9% | 50.0% | 10.0% | 26.4% |
| Q3 2021 | 57.7% | 31.1% | 16.4% | 11.9% |
| Q4 2021 | 36.0% | not published | not published | not published |
| Q1 2022 | 50.4% | 27.1% | 7.1% | not published |
| Q2 2022 | 43.4% | 25.9% | 6.9% | not published |
| Q3 2022 | 40.6% | 28.8% | 13.5% | not published |
| Q4 2022 | 44.2% | 24.0% | 9.6% | 12.3% |
| Q1 2023 | 39.3% | 14.4% | 6.7% | 18.3% |
| Q2 2023 | 35.1% | 18.3% | 8.5% | not published |
| Q3 2023 | 40.8% | 28.1% | 12.4% | not published |
| Q4 2023 | 43.6% | 21.4% | 13.0% | 22.6% |
| Q1 2024 | 34.7% | 26.0% | 11.8% | 32.9% |
| Q2 2024 | 47.1% | 31.6% | 12.8% | 19.0% |
| Q3 2024 | 50.3% | 23.8% | 21.0% | 23.8% |
| Q4 2024 | 46.4% | 20.8% | 19.8% | 12.9% |
| Q1 2025 | 45.0% | 42.0% | 14.3% | 27.5% |
| Q2 2025 | 60.5% | 36.0% | 5.4% | 24.1% |
| Q3 2025 | 54.3% | 38.4% | not published | 29.9% |
| Q4 2025 | 56.2% | 35.9% | not published | 22.4% |
| Q1 2026 | 53.7% | 33.0% | not published | 21.2% |
| Q2 2026 | 37.1% | not published | not published | 15.1% |
| Q3 2026 | 44.5% | not published | not published | not published |
Share of Kenya's tracked active developers contributing to each ecosystem in Q3 2026. Denominator: ≥ 155 active developers.
Developers contribute to several ecosystems, so the shares add up to more than 100%. A project inside an ecosystem counts for it (a Base project counts for Ethereum). Stacks group ecosystems that share a technology.
GitHub's own figures for every public GitHub account it places in Kenya, crypto or not, from the GitHub Innovation Graph. Accounts include inactive ones, and GitHub places them by its own method, so these are context for scale, not a measure of crypto developers.
GitHub accounts
Organisations
Repositories
Git pushes in the quarter
Accounts GitHub places in the country, each quarter.
| Period | GitHub accounts |
|---|---|
| Q1 2020 | 90,770 |
| Q2 2020 | 100,837 |
| Q3 2020 | 110,279 |
| Q4 2020 | 118,828 |
| Q1 2021 | 127,932 |
| Q2 2021 | 138,374 |
| Q3 2021 | 149,157 |
| Q4 2021 | 160,129 |
| Q1 2022 | 177,396 |
| Q2 2022 | 193,410 |
| Q3 2022 | 211,103 |
| Q4 2022 | 226,754 |
| Q1 2023 | 254,108 |
| Q2 2023 | 276,380 |
| Q3 2023 | 297,581 |
| Q4 2023 | 317,073 |
| Q1 2024 | 345,178 |
| Q2 2024 | 370,363 |
| Q3 2024 | 395,210 |
| Q4 2024 | 424,346 |
| Q1 2025 | 463,595 |
| Q2 2025 | 504,143 |
| Q3 2025 | 562,773 |
| Q4 2025 | 616,490 |
| Q1 2026 | 678,197 |
Our observed crypto developers in the quarter per 100,000 accounts. A lower bound: the crypto count is an observed minimum. Withheld quarters show as breaks.
| Period | Per 100,000 accounts |
|---|---|
| Q1 2020 | ≥ 84.83 |
| Q2 2020 | ≥ 105.12 |
| Q3 2020 | ≥ 81.61 |
| Q4 2020 | ≥ 90.05 |
| Q1 2021 | ≥ 90.67 |
| Q2 2021 | ≥ 107.68 |
| Q3 2021 | ≥ 115.31 |
| Q4 2021 | ≥ 83.06 |
| Q1 2022 | ≥ 93.58 |
| Q2 2022 | ≥ 109.61 |
| Q3 2022 | ≥ 102.79 |
| Q4 2022 | ≥ 103.20 |
| Q1 2023 | ≥ 83.04 |
| Q2 2023 | ≥ 70.92 |
| Q3 2023 | ≥ 73.93 |
| Q4 2023 | ≥ 99.03 |
| Q1 2024 | ≥ 83.72 |
| Q2 2024 | ≥ 89.64 |
| Q3 2024 | ≥ 84.51 |
| Q4 2024 | ≥ 77.06 |
| Q1 2025 | ≥ 72.69 |
| Q2 2025 | ≥ 96.80 |
| Q3 2025 | ≥ 81.21 |
| Q4 2025 | ≥ 67.32 |
| Q1 2026 | ≥ 58.10 |
| 1 | HTML | 36,221 |
| 2 | JavaScript | 30,104 |
| 3 | CSS | 29,756 |
| 4 | Python | 16,296 |
| 5 | TypeScript | 13,120 |
| 6 | Shell | 7,543 |
| 7 | Dockerfile | 6,061 |
| 8 | PHP | 4,070 |
| 9 | Jupyter Notebook | 3,728 |
| 10 | C | 3,030 |
| 1 | github-config | 1,455 |
| 2 | config | 1,439 |
| 3 | python | 343 |
| 4 | typescript | 206 |
| 5 | react | 191 |
| 6 | javascript | 189 |
| 7 | nextjs | 133 |
| 8 | ai | 131 |
| 9 | tailwindcss | 130 |
| 10 | machine-learning | 128 |
| 1 | United States | 13,042 |
| 2 | United Kingdom | 1,860 |
| 3 | Nigeria | 1,549 |
| 4 | South Africa | 1,541 |
| 5 | Germany | 1,432 |
| 6 | India | 1,264 |
| 7 | Rwanda | 709 |
| 8 | Canada | 672 |
| 9 | Netherlands | 642 |
| 10 | Ghana | 446 |