DeepSeek V4 Flash 0423 is the most-used model for devops on OpenRouter, handling 12.2% of requests classified as devops over the last 7 days.
This ranks models by how often they are actually chosen for devops in production traffic, not by benchmark score. Adoption reflects price, latency and availability as much as raw capability — which is exactly why it often disagrees with the benchmark leaderboards, and why it is worth reading alongside them.
| # | Model | Request share | Token share | Input /M | Context |
|---|---|---|---|---|---|
| 1 | 12.2% | 11.1% | $0.140 | 1.0M | |
| 2 | 11.9% | 12.6% | $0.140 | 1.1M | |
| 3 | 6.7% | 5.9% | $0.200 | 262K | |
| 4 | nemotron-3-ultra-550b-a55b-20260604:free | 6.5% | 7.9% | — | — |
| 5 | 6.4% | 5.7% | $0.132 | 262K | |
| 6 | 5.9% | 8.4% | $0.140 | 1.0M | |
| 7 | 5.4% | 6.1% | $0.435 | 1.0M | |
| 8 | 5.3% | 5.4% | $0.760 | 1.0M | |
| 9 | ling-3.0-flash-20260723:free | 3.9% | 3.4% | — | — |
| 10 | laguna-s-2.1-20260720:free | 3.8% | 4.1% | — | — |
DeepSeek V4 Flash 0423 is the most-used model for devops on OpenRouter, handling 12.2% of requests classified as devops over the last 7 days. It is followed by MiMo-V2.5 (11.9%) and Step 3.7 Flash (6.7%).
No. This ranks by how often each model is actually chosen for devops in production traffic through OpenRouter — real-world adoption, which reflects price and availability as much as capability. For capability-based rankings, see the benchmark leaderboards.
DevOps accounts for 0.10% of classified requests and 0.60% of classified tokens on OpenRouter over the trailing 7 days.
Source: OpenRouter (openrouter.ai/rankings), as of 2026-08-04. Shares are of classified, sampled traffic over a trailing 7-day window; absolute volumes are not published.