Model comparison

Gemma 2 27B vs Mistral Small

Mistral Small is the stronger model overall, scoring 33.4 to 29.4 on the Noometry Index.

Last verified . 32 shared benchmarks.

Gemma 2 27B Google

29.4

Rank #312 Confirmed

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Summary

  • They share 32 benchmarks with published results for both. Gemma 2 27B scores higher in 1 category and Mistral Small in 7 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Mistral Small leads 31.0 to 19.0.
  • The biggest single-benchmark swing is DTBench: 48% for Gemma 2 27B and 70.9% for Mistral Small.
  • Mistral Small is cheaper at $0.15 / $0.60 per million input/output tokens, against $0.65 / $0.65 for Gemma 2 27B.
  • Mistral Small accepts more context: 262K tokens versus 8K.

Side by side

Gemma 2 27B and Mistral Small specifications
Gemma 2 27BMistral Small
ProviderGoogleMistral AI
Noometry Index29.433.4
Released2024-06-242024-02-26
WeightsOpenOpen
Context window8K262K
Max output2K256K
Input $ / M tokens$0.65$0.15
Output $ / M tokens$0.65$0.60
Results tracked3439

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Category by category

Coding Too close to call

Gemma 2 27B: 34.1 (#246), Mistral Small: 34.0 (#247)

Coding benchmarks
BenchmarkGemma 2 27BMistral Small
BigCodeBench Instruct42.8%36.1%
LiveBench Coding36%36.2%
LMArena Coding12111362
BigCodeBench Complete52.5%46.6%
SciCode—26.5%
ALE-Bench—497.62

Agentic & Tool Use Not comparable

Gemma 2 27B: —, Mistral Small: 28.1 (#93)

Agentic & Tool Use benchmarks
BenchmarkGemma 2 27BMistral Small
Berkeley Function Calling Leaderboard—37.1%

Reasoning Mistral Small leads

Gemma 2 27B: 15.3 (#315), Mistral Small: 19.8 (#250)

Reasoning benchmarks
BenchmarkGemma 2 27BMistral Small
LiveBench Reasoning28.1%44.8%
LMArena Hard Prompts11981335
DTBench48%70.9%
LiveBench Data Analysis47.9%53.7%
LMCA7.1%20.6%
LiveBench38.2%44%
Kagi LLM Benchmark—37.8%
CritPt—0%
Epoch Capabilities Index122.08—

Math Mistral Small leads

Gemma 2 27B: 10.7 (#311), Mistral Small: 16.4 (#293)

Math benchmarks
BenchmarkGemma 2 27BMistral Small
OTIS Mock AIME 2024-20251.4%5.8%
LiveBench Math26.5%39.9%
LMArena Math12121341
MATH Level 527.9%46.8%

Knowledge Mistral Small leads

Gemma 2 27B: 19.0 (#280), Mistral Small: 31.0 (#222)

Knowledge benchmarks
BenchmarkGemma 2 27BMistral Small
GPQA Diamond36.5%47.5%
LMArena Expert11721291
MMLU75.7%68.7%
Confabulations27.1%—
Vectara Hallucination Rate—5.1%

Multimodal Not comparable

Gemma 2 27B: —, Mistral Small: 33.5 (#96)

Multimodal benchmarks
BenchmarkGemma 2 27BMistral Small
LMArena Vision—1142

Multilingual Mistral Small leads

Gemma 2 27B: 38.6 (#226), Mistral Small: 45.5 (#169)

Multilingual benchmarks
BenchmarkGemma 2 27BMistral Small
LMArena Non-English12171315
LMArena Chinese12211340
LMArena French12471337
LMArena German12091340
LMArena Japanese11751275
LMArena Korean11741259
LMArena Russian12341324
LMArena Spanish12281346

Instruction Following Mistral Small leads

Gemma 2 27B: 60.5 (#249), Mistral Small: 66.4 (#209)

Instruction Following benchmarks
BenchmarkGemma 2 27BMistral Small
LiveBench Instruction Following58.1%63.7%
LMArena Instruction Following12061310

Long Context Mistral Small leads

Gemma 2 27B: 37.3 (#218), Mistral Small: 40.4 (#156)

Long Context benchmarks
BenchmarkGemma 2 27BMistral Small
LMArena Longer Query12311327

Writing & Preference Mistral Small leads

Gemma 2 27B: 44.2 (#225), Mistral Small: 52.5 (#171)

Writing & Preference benchmarks
BenchmarkGemma 2 27BMistral Small
LMArena Text12311338
LMArena Creative Writing12411305
LMArena Multi-Turn12241344
LiveBench Language32.6%30.5%

Frequently asked questions

Is Gemma 2 27B better than Mistral Small?

Mistral Small is the stronger model overall, scoring 33.4 to 29.4 on the Noometry Index.

Which is cheaper, Gemma 2 27B or Mistral Small?

Mistral Small is cheaper. It lists at $0.15 per million input tokens and $0.60 per million output tokens; Gemma 2 27B lists at $0.65 and $0.65.

Is Gemma 2 27B or Mistral Small better for coding?

They score almost the same on coding (34.1 vs 34.0); test both on your own repository before choosing.

Which has the bigger context window?

Mistral Small does, with 262K tokens against 8K.

How many benchmarks do Gemma 2 27B and Mistral Small share?

32 benchmarks have published results for both models. Gemma 2 27B has 34 scored results on Noometry and Mistral Small has 39.

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