BenchLeader

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
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index42
  2. Reasoning45
  3. Coding28
  4. Human preference43
  5. 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

Human preference

BenchmarkdefaultSource
LMArena Text1270#255LMArena

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.

ProviderSpeedFirst tokenInput $/MOutput $/MContextQuantisation
Cloudflare27 tok/s2.07 s$0.660$1.0033k

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.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.000413.2 s
Summarise a 30-page report12,000 / 600$0.004024.3 s
Code edit6,000 / 1,500$0.003057.6 s
Agentic coding session60,000 / 4,000$0.0212.5 min
Structured extraction2,000 / 200$0.00079.5 s

See also

Data as of 9 Sept 2026. Compare with another model.