BenchLeader

QwQ-32B

Best configuration ranks #385 of 610 on the BenchLeader Index at 45.7 ±4.0. Last measured 2 Sept 2026. Released 1 Dec 2024.

Blended price
$0.431/M
$0.287 in · $0.861 out
Output speed
First answer
Context
131k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index46
  2. Reasoning49
  3. Coding40
  4. Maths50
  5. Instruction following41
  6. Human preference51
  7. Long context39
  8. Composite41

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.

Coding

Maths

BenchmarkdefaultSource
OTIS Mock AIME59.2%#148Epoch AI Benchmarking Hub

Instruction following

BenchmarkdefaultSource
IFBench38.8%#265Artificial Analysis

Human preference

BenchmarkdefaultSource
LMArena Text1336#195LMArena

Long context

BenchmarkdefaultSource
AA-LCR26.7%#334Artificial Analysis

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$0.0004
Summarise a 30-page report12,000 / 600$0.0040
Code edit6,000 / 1,500$0.0030
Agentic coding session60,000 / 4,000$0.021
Structured extraction2,000 / 200$0.0007

See also

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