Model intelligence
Adoption change, within each source.
Adoption is source-specific. We do not combine unlike metrics or infer global market share.
DeepSeek V4.1 Flash · tokens share
2026-09-08 – 2026-11-02 · +18.178 percentage points over the displayed interval
Source: Vercel AI Gateway, as of 2026-11-02T08:21:27.098Z. Licensed under CC BY 4.0. ALM normalized fields and calculated interval changes. This describes traffic on Vercel AI Gateway, not the whole market, quality, or preference. Missing entities are not zero usage.
Exact observations for DeepSeek V4.1 Flash
| Date | tokens (percent) |
|---|---|
| 2026-09-08 | 0.00160000 |
| 2026-09-10 | 35.21550000 |
| 2026-09-11 | 52.15800000 |
| 2026-09-12 | 60.99040000 |
| 2026-09-13 | 64.82060000 |
| 2026-09-14 | 54.90620000 |
| 2026-09-15 | 56.33600000 |
| 2026-09-16 | 60.21100000 |
| 2026-09-17 | 59.74420000 |
| 2026-09-18 | 59.95580000 |
| 2026-09-19 | 66.14750000 |
| 2026-09-20 | 67.40060000 |
| 2026-09-21 | 60.58090000 |
| 2026-09-22 | 59.21860000 |
| 2026-09-23 | 57.90030000 |
| 2026-09-24 | 56.06510000 |
| 2026-09-25 | 53.17800000 |
| 2026-09-26 | 63.52640000 |
| 2026-09-27 | 60.64370000 |
| 2026-09-28 | 32.07810000 |
| 2026-09-29 | 34.78210000 |
| 2026-09-30 | 36.07830000 |
| 2026-10-01 | 32.08950000 |
| 2026-10-02 | 22.61960000 |
| 2026-10-03 | 33.35470000 |
| 2026-10-04 | 34.76860000 |
| 2026-10-05 | 21.56680000 |
| 2026-10-06 | 21.38510000 |
| 2026-10-07 | 23.38970000 |
| 2026-10-08 | 26.75120000 |
| 2026-10-09 | 27.72650000 |
| 2026-10-10 | 34.21180000 |
| 2026-10-11 | 31.33570000 |
| 2026-10-12 | 28.54230000 |
| 2026-10-13 | 26.08500000 |
| 2026-10-14 | 22.28930000 |
| 2026-10-15 | 19.09120000 |
| 2026-10-16 | 26.64180000 |
| 2026-10-17 | 32.91620000 |
| 2026-10-18 | 26.89570000 |
| 2026-10-19 | 21.76230000 |
| 2026-10-20 | 13.05390000 |
| 2026-10-21 | 12.91070000 |
| 2026-10-22 | 10.12590000 |
| 2026-10-23 | 11.97710000 |
| 2026-10-24 | 13.65760000 |
| 2026-10-25 | 15.40850000 |
| 2026-10-26 | 14.51820000 |
| 2026-10-27 | 9.83320000 |
| 2026-10-28 | 11.57340000 |
| 2026-10-29 | 8.80350000 |
| 2026-10-30 | 8.81880000 |
| 2026-10-31 | 13.43100000 |
| 2026-11-01 | 13.36540000 |
| 2026-11-02 | 18.17930000 |