BenchLeader

Mixtral 8x22B

Best configuration ranks #536 of 610 on the BenchLeader Index at 39.0 ±5.4. Last measured 2 Sept 2026. Released 17 Apr 2024.

Blended price
$3.00/M
$2.00 in · $6.00 out
Output speed
61 tok/s
First answer
0.54 s
Context
66k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index39
  2. Reasoning39
  3. Coding29
  4. Agents & tools37
  5. Knowledge28
  6. Human preference38
  7. Composite36

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

Coding

BenchmarkdefaultSource
WeirdML3.2%#149WeirdML
LMArena Coding1277#265LMArena

Agents & tools

BenchmarkdefaultSource
Cybench7.5%#18Cybench

Knowledge

BenchmarkdefaultSource
MedQA62.1%#82Vals AI

Human preference

BenchmarkdefaultSource
LMArena Text1229#274LMArena

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
Mistral62 tok/s0.55 s$2.00$6.0066k
Mistral (ZDR)61 tok/s0.53 s$2.00$6.0066k

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$0.00265.4 s
Summarise a 30-page report12,000 / 600$0.02810.3 s
Code edit6,000 / 1,500$0.02125.0 s
Agentic coding session60,000 / 4,000$0.1441.1 min
Structured extraction2,000 / 200$0.00523.8 s

See also

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