BenchLeader

Gemma 3 27B

Best configuration ranks #522 of 610 on the BenchLeader Index at 39.7 ±4.7. Last measured 2 Sept 2026. Released 12 Mar 2025.

Blended price
$0.164/M
$0.119 in · $0.300 out
Output speed
22 tok/s
First answer
1.37 s
Context
131k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index40
  2. Reasoning40
  3. Coding28
  4. Agents & tools40
  5. Maths46
  6. Knowledge32
  7. Instruction following35
  8. Human preference54
  9. Multimodal42
  10. Long context28
  11. Composite35

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.

Knowledge

BenchmarkdefaultSource
AA-Omniscience-67.2#428Artificial Analysis

Instruction following

BenchmarkdefaultSource
IFBench31.8%#331Artificial Analysis

Human preference

BenchmarkdefaultSource
LMArena Text1365#164LMArena

Multimodal

BenchmarkdefaultSource
LMArena Vision1164#91LMArena
MMMU-Pro48.0%#213Artificial Analysis
MMMU (validation)64.9%#27MMMU

Long context

BenchmarkdefaultSource
AA-LCR7.3%#403Artificial Analysis

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
Nebius Token Factory29 tok/s1.21 s$0.100$0.300110kfp8
Parasail26 tok/s1.30 s$0.080$0.450131kfp8
NovitaAI17 tok/s1.44 s$0.119$0.20098kbf16
DeepInfra13 tok/s2.63 s$0.080$0.160131kfp8

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 at $0.010 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0001$0.000115.3 s
Summarise a 30-page report12,000 / 600$0.0016$0.000629.3 s
Code edit6,000 / 1,500$0.0012$0.00071.2 min
Agentic coding session60,000 / 4,000$0.0083$0.00343.1 min
Structured extraction2,000 / 200$0.0003$0.000110.7 s

See also

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