BenchLeader

Gemma 2 27B

Gemma 2 27B is a Google open-weights model, released 24 Jun 2024. Its best configuration ranks #643 of 785 on the BenchLeader Index at 41.0 ±4.6, in the lower half. The ± is the point: 286 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in human preference (44) and lowest in reasoning (33). At $0.650 per million tokens blended it is mid-priced. Output speed of 36 tokens per second puts it in the slowest quarter, with a first token in 1.3 s. Last measured 22 Oct 2026.

Blended price
$0.650/M
$0.650 in · $0.650 out
Output speed
36 tok/s
OpenRouter traffic, 7-day median; not yet measured by Artificial Analysis
First answer
1.27 s
Context
8k
Full answer
–
Cost per run
–
Released
24 Jun 2024
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index41
  2. Reasoning33
  3. Coding41
  4. Maths36
  5. Knowledge34
  6. Human preference44

Versions

Google has shipped 2 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.

ModelReleasedIndexRank
Gemma 3 27B12 Mar 202538.9#698
Gemma 2 27Bthis page24 Jun 202441.0#643

How its index has moved

8 Sept 2026 to 19 Oct 2026
364146

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. 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

Benchmarknot statedSourceTrend
GPQA Diamond36.5%#256Epoch AI Benchmarking Hub
Arena Hard Prompts1282#271Arena (LMArena)
LMCAnot in index7.1%#185Epoch AI Benchmarking Hub
DTBenchnot in index48.0%#220Epoch AI Benchmarking Hub

Coding

Benchmarknot statedSourceTrend
Arena Coding1304#277Arena (LMArena)

Knowledge

Benchmarknot statedSourceTrend
LegalBench68.0%#127Vals AI
MMLUnot in index75.7%#36Epoch AI Benchmarking Hub

Instruction following

Benchmarknot statedSourceTrend
Arena Instruction Followingnot in index1271#265Arena (LMArena)

Human preference

Benchmarknot statedSourceTrend
Arena Text1290#262Arena (LMArena)
Arena Creative Writingnot in index1293#226Arena (LMArena)
Arena Multi-turnnot in index1280#255Arena (LMArena)
Arena Longer Queriesnot in index1301#256Arena (LMArena)

Composite

Benchmarknot statedSourceTrend
Epoch Capabilities Indexnot in index122.1#167Epoch AI Benchmarking Hub

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
NextBit48 tok/s1.47 s$0.650$0.6508kint4

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$0.0005–9.6 s
Summarize a 30-page report12,000 / 600$0.0082–17.9 s
Code edit6,000 / 1,500$0.0049–42.9 s
Agentic coding session60,000 / 4,000$0.042–1.9 min
Structured extraction2,000 / 200$0.0014–6.8 s

More from Google

New this month

See also

Questions people ask

What are Gemma 2 27B's benchmark scores?
As of 25 Oct 2026, Gemma 2 27B scores 41.0 ±4.6 on the BenchLeader Index, strongest in human preference (44) and weakest in reasoning (33). That rests on 8 independent benchmark results, and every score on this page links to its publisher.
How does Gemma 2 27B rank?
Gemma 2 27B is #643 of 785 ranked configurations on 25 Oct 2026. 286 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
How much does Gemma 2 27B cost per 1M tokens?
As of 25 Oct 2026, Gemma 2 27B costs $0.650 per 1M input tokens and $0.650 per 1M output tokens, $0.650 blended (three input tokens per output token).
When was Gemma 2 27B released?
Google released Gemma 2 27B on 24 Jun 2024.

Data as of 25 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Gemma 2 27B: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/gemma-2-27b.