BenchLeader

DeepSeek-R1-Distill-Qwen-32B

Best configuration ranks #454 of 610 on the BenchLeader Index at 42.8 ±7.7. Last measured 20 Jan 2025stale: no new result in six months. Released 20 Jan 2025.

Blended price
$0.440/M
$0.300 in · $0.861 out
Output speed
First answer
Context
64k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index43
  2. Reasoning48
  3. Maths48
  4. Instruction following28
  5. Long context29
  6. Composite40

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

Maths

BenchmarkdefaultSource
OTIS Mock AIME55.6%#157Epoch AI Benchmarking Hub

Instruction following

BenchmarkdefaultSource
IFBench22.9%#381Artificial Analysis

Long context

BenchmarkdefaultSource
AA-LCR8.7%#399Artificial 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$0.0041
Code edit6,000 / 1,500$0.0031
Agentic coding session60,000 / 4,000$0.021
Structured extraction2,000 / 200$0.0008

See also

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