Qwen2.5-Coder 32B Instruct
Best configuration ranks #467 of 610 on the BenchLeader Index at 42.2 ±8.7. Last measured 2 Sept 2026. Released 12 Nov 2024.
- Blended price
- $0.431/M
- $0.287 in · $0.861 out
- Output speed
- 27 tok/s
- First answer
- 2.07 s
- Context
- 131k
- Overall index42
- Reasoning45
- Coding28
- Human preference43
- Composite38
Benchmark results
One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.
Reasoning
| Benchmark | default | Source |
|---|---|---|
| LMArena Hard Prompts | 1303#236 | LMArena |
| GPQA Diamond (AA)not in index | 41.7%#446 | Artificial Analysis |
| Humanity's Last Exam (AA)not in index | 3.5%#505 | Artificial Analysis |
Coding
| Benchmark | default | Source |
|---|---|---|
| LMArena Coding | 1342#230 | LMArena |
| Aider Polyglot | 16.4%#38 | Aider polyglot leaderboard |
| SWE-bench Verified (bash only) | 9.0%#44 | SWE-bench |
| SWE-bench Verified (any scaffold)not in index | 47.0%#43 | SWE-bench |
Human preference
| Benchmark | default | Source |
|---|---|---|
| LMArena Text | 1270#255 | LMArena |
Composite
| Benchmark | default | Source |
|---|---|---|
| Epoch Capabilities Indexnot in index | 119.4#164 | Epoch AI Benchmarking Hub |
| AA Intelligence Index | 6.7#426 | Artificial Analysis |
Where to run it
Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.
| Provider | Speed | First token | Input $/M | Output $/M | Context | Quantisation |
|---|---|---|---|---|---|---|
| Cloudflare | 27 tok/s | 2.07 s | $0.660 | $1.00 | 33k | – |
What a task costs
Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache. Reasoning tokens are not modelled.
| Workload | Tokens in / out | Cost | With caching | Time |
|---|---|---|---|---|
| Chat reply | 400 / 300 | $0.0004 | – | 13.2 s |
| Summarise a 30-page report | 12,000 / 600 | $0.0040 | – | 24.3 s |
| Code edit | 6,000 / 1,500 | $0.0030 | – | 57.6 s |
| Agentic coding session | 60,000 / 4,000 | $0.021 | – | 2.5 min |
| Structured extraction | 2,000 / 200 | $0.0007 | – | 9.5 s |
See also
Data as of 9 Sept 2026. Compare with another model.