BenchLeader

Grok Code Fast 1

Best configuration ranks #379 of 610 on the BenchLeader Index at 45.9 ±4.9. Last measured 8 Sept 2026. Released 28 Aug 2025.

Blended price
$1.25/M
$1.00 in · $2.00 out
Output speed
First answer
Context
256k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index46
  2. Reasoning49
  3. Coding34
  4. Agents & tools41
  5. Knowledge47
  6. Instruction following44
  7. Long context52
  8. Composite47

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

BenchmarkdefaultSourceTrend
WeirdML35.1%#123WeirdML
LMArena WebDev1165#116LMArena
LiveCodeBench62.0%#101Vals AI
IOI4.3%#46Vals AI

Agents & tools

Knowledge

BenchmarkdefaultSourceTrend
AA-Omniscience-37.1#243Artificial Analysis

Instruction following

BenchmarkdefaultSourceTrend
IFBench41.4%#242Artificial Analysis

Long context

BenchmarkdefaultSourceTrend
AA-LCR53.0%#243Artificial Analysis

Composite

BenchmarkdefaultSourceTrend
AA Intelligence Index14.1#235Artificial 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$0.0010
Summarise a 30-page report12,000 / 600$0.013
Code edit6,000 / 1,500$0.0090
Agentic coding session60,000 / 4,000$0.068
Structured extraction2,000 / 200$0.0024

See also

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