Model comparison

Gemma 2B vs Mistral

Gemma 2B and Mistral score almost the same on the Noometry Index (29.6 vs 29.9), so choose on price, context window or the category you care about most.

Last verified . 11 shared benchmarks.

Gemma 2B Google

29.6

Rank #307 Confirmed

Mistral Mistral AI

29.9

Rank #303 Confirmed

Summary

  • They share 11 benchmarks with published results for both. Gemma 2B scores higher in 1 category and Mistral in 6 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Mistral leads 37.0 to 24.0.
  • Gemma 2B has downloadable open weights; the other is API-only.

Side by side

Gemma 2B and Mistral specifications
Gemma 2BMistral
ProviderGoogleMistral AI
Noometry Index29.629.9
Released2024-02-21—
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked2322

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Category by category

Coding Mistral leads

Gemma 2B: 29.4 (#305), Mistral: 33.8 (#250)

Coding benchmarks
BenchmarkGemma 2BMistral
LMArena Coding10101162
HumanEval+20.7%—
MBPP+34.1%—

Reasoning Mistral leads

Gemma 2B: 18.8 (#275), Mistral: 22.2 (#200)

Reasoning benchmarks
BenchmarkGemma 2BMistral
LMArena Hard Prompts9891149
BIG-Bench Hard35.2%—
Epoch Capabilities Index94.2—
HellaSwag71.4%—
PIQA77.3%—
WinoGrande65.4%—

Math Gemma 2B leads

Gemma 2B: 30.0 (#239), Mistral: 22.3 (#278)

Math benchmarks
BenchmarkGemma 2BMistral
LMArena Math10091180
Omni-MATH—7.2%
GSM8K17.7%—

Knowledge Not comparable

Gemma 2B: —, Mistral: 16.6 (#288)

Knowledge benchmarks
BenchmarkGemma 2BMistral
MMLU-Pro—27.7%
GPQA (HELM)—30.3%
LMArena Expert—1125
ARC (AI2) Challenge42.1%—
BoolQ69.4%—
MMLU42.3%—
TriviaQA53.2%—

Multilingual Mistral leads

Gemma 2B: 23.0 (#294), Mistral: 32.8 (#254)

Multilingual benchmarks
BenchmarkGemma 2BMistral
LMArena Non-English9581129
LMArena Chinese9861109
LMArena Russian9371168
LMArena French—1180
LMArena German—1155
LMArena Japanese—1013
LMArena Korean—1032
LMArena Spanish—1143

Instruction Following Mistral leads

Gemma 2B: 48.5 (#302), Mistral: 52.6 (#288)

Instruction Following benchmarks
BenchmarkGemma 2BMistral
LMArena Instruction Following9701152
IFEval—56.8%

Long Context Mistral leads

Gemma 2B: 29.9 (#291), Mistral: 35.0 (#245)

Long Context benchmarks
BenchmarkGemma 2BMistral
LMArena Longer Query9811153

Writing & Preference Mistral leads

Gemma 2B: 24.0 (#308), Mistral: 37.0 (#260)

Writing & Preference benchmarks
BenchmarkGemma 2BMistral
LMArena Text10021165
LMArena Creative Writing9871158
LMArena Multi-Turn9451147
WildBench—66%

Frequently asked questions

Is Gemma 2B better than Mistral?

Gemma 2B and Mistral score almost the same on the Noometry Index (29.6 vs 29.9), so choose on price, context window or the category you care about most.

Is Gemma 2B or Mistral better for coding?

Mistral scores higher on coding benchmarks: 33.8 versus 29.4 in the Noometry coding category.

How many benchmarks do Gemma 2B and Mistral share?

11 benchmarks have published results for both models. Gemma 2B has 23 scored results on Noometry and Mistral has 22.

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