BenchLeader

Granite 4.1 8B

Best configuration ranks #498 of 610 on the BenchLeader Index at 40.9 ±5.2. Last measured 8 Sept 2026. Released 29 Apr 2026.

Blended price
$0.063/M
$0.050 in · $0.100 out
Output speed
80 tok/s
First answer
0.81 s
first token 0.81 s
Context
131k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index41
  2. Reasoning48
  3. Coding31
  4. Agents & tools34
  5. Knowledge34
  6. Instruction following41
  7. Human preference47
  8. Long context32
  9. Composite37

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

BenchmarkdefaultSourceTrend
LMArena Hard Prompts1321#220LMArena
GPQA Diamond (AA)not in index43.3%#434Artificial Analysis
Humanity's Last Exam (AA)not in index3.8%#479Artificial Analysis

Coding

BenchmarkdefaultSourceTrend
LMArena Coding1354#219LMArena
LMArena WebDev1192#114LMArena

Agents & tools

BenchmarkdefaultSourceTrend
Terminal-Bench Hard0.0%#345Artificial Analysis
τ²-Bench Telecom (AA)not in index27.8%#264Artificial Analysis

Knowledge

BenchmarkdefaultSourceTrend
AA-Omniscience-64.1#417Artificial Analysis

Instruction following

BenchmarkdefaultSourceTrend
IFBench38.6%#266Artificial Analysis

Human preference

BenchmarkdefaultSourceTrend
LMArena Text1306#228LMArena

Long context

BenchmarkdefaultSourceTrend
AA-LCR13.3%#385Artificial Analysis

Composite

BenchmarkdefaultSourceTrend
AA Intelligence Index6.6#437Artificial 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$0.00014.6 s
Summarise a 30-page report12,000 / 600$0.00078.3 s
Code edit6,000 / 1,500$0.000519.6 s
Agentic coding session60,000 / 4,000$0.003451.0 s
Structured extraction2,000 / 200$0.00013.3 s

See also

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