Model comparison

Gemini 1.0 Pro vs Gemma 7B

Gemma 7B is the stronger model overall, scoring 30.0 to 27.3 on the Noometry Index.

Last verified . 17 shared benchmarks.

Gemini 1.0 Pro Google

27.3

Rank #332 Confirmed

Gemma 7B Google

30.0

Rank #299 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Gemini 1.0 Pro scores higher in 5 categories and Gemma 7B in 3 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Gemma 7B leads 31.2 to 9.3.
  • Gemma 7B has downloadable open weights; the other is API-only.

Side by side

Gemini 1.0 Pro and Gemma 7B specifications
Gemini 1.0 ProGemma 7B
ProviderGoogleGoogle
Noometry Index27.330.0
Released2023-12-132024-02-21
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked2427

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Category by category

Coding Gemini 1.0 Pro leads

Gemini 1.0 Pro: 32.2 (#275), Gemma 7B: 30.5 (#294)

Coding benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Coding11081048
HumanEval+55.5%28.7%
MBPP+61.4%43.4%

Reasoning Gemma 7B leads

Gemini 1.0 Pro: 17.1 (#296), Gemma 7B: 19.9 (#249)

Reasoning benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Hard Prompts11091042
Epoch Capabilities Index117.04111.99
DTBench45.9%—
Adversarial NLI—48.7%
BIG-Bench Hard—55.1%
HellaSwag—82.2%
PIQA—81.2%
WinoGrande—79%

Math Gemma 7B leads

Gemini 1.0 Pro: 9.3 (#321), Gemma 7B: 31.2 (#228)

Math benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Math11321066
OTIS Mock AIME 2024-20251.1%—
MATH Level 511.2%—
GSM8K—46.4%

Knowledge Gemma 7B leads

Gemini 1.0 Pro: 15.6 (#291), Gemma 7B: 27.3 (#252)

Knowledge benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Expert10591001
MMLU70%66.1%
GPQA Diamond34%—
ARC (AI2) Challenge—78.3%
BoolQ—83.2%
OpenBookQA—78.6%
TriviaQA—72.3%

Multilingual Gemini 1.0 Pro leads

Gemini 1.0 Pro: 33.4 (#252), Gemma 7B: 25.1 (#287)

Multilingual benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Non-English1138999
LMArena Chinese11241035
LMArena French11451025
LMArena Russian1186993
LMArena German1125—
LMArena Japanese1023—
LMArena Spanish1119—

Instruction Following Gemini 1.0 Pro leads

Gemini 1.0 Pro: 57.6 (#267), Gemma 7B: 51.5 (#295)

Instruction Following benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Instruction Following11141017

Long Context Gemini 1.0 Pro leads

Gemini 1.0 Pro: 34.3 (#249), Gemma 7B: 31.1 (#282)

Long Context benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Longer Query11321022

Writing & Preference Gemini 1.0 Pro leads

Gemini 1.0 Pro: 36.0 (#264), Gemma 7B: 27.1 (#302)

Writing & Preference benchmarks
BenchmarkGemini 1.0 ProGemma 7B
LMArena Text11491056
LMArena Creative Writing11311024
LMArena Multi-Turn1139963

Frequently asked questions

Is Gemini 1.0 Pro better than Gemma 7B?

Gemma 7B is the stronger model overall, scoring 30.0 to 27.3 on the Noometry Index.

Is Gemini 1.0 Pro or Gemma 7B better for coding?

Gemini 1.0 Pro scores higher on coding benchmarks: 32.2 versus 30.5 in the Noometry coding category.

How many benchmarks do Gemini 1.0 Pro and Gemma 7B share?

17 benchmarks have published results for both models. Gemini 1.0 Pro has 24 scored results on Noometry and Gemma 7B has 27.

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