Model comparison

Gemma 7B vs MiMo-V2.5

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 30.0 on the Noometry Index.

Last verified . 13 shared benchmarks.

Gemma 7B Google

30.0

Rank #299 Confirmed

MiMo-V2.5 Xiaomi

43.4

Rank #93 Confirmed

Summary

  • They share 13 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and MiMo-V2.5 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where MiMo-V2.5 leads 61.6 to 27.1.

Side by side

Gemma 7B and MiMo-V2.5 specifications
Gemma 7BMiMo-V2.5
ProviderGoogleXiaomi
Noometry Index30.043.4
Released2024-02-212026-04-22
WeightsOpenOpen
Context window—1.05M
Max output—131K
Input $ / M tokens—$0.14
Output $ / M tokens—$0.28
Results tracked2723

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Category by category

Coding MiMo-V2.5 leads

Gemma 7B: 30.5 (#294), MiMo-V2.5: 43.9 (#81)

Coding benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Coding10481469
LMArena WebDev—1438
SciCode—43.1%
ALE-Bench—513.95
HumanEval+28.7%—
MBPP+43.4%—

Reasoning MiMo-V2.5 leads

Gemma 7B: 19.9 (#249), MiMo-V2.5: 28.6 (#101)

Reasoning benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Hard Prompts10421450
CritPt—3.7%
Adversarial NLI48.7%—
BIG-Bench Hard55.1%—
Epoch Capabilities Index111.99—
HellaSwag82.2%—
PIQA81.2%—
WinoGrande79%—

Math MiMo-V2.5 leads

Gemma 7B: 31.2 (#228), MiMo-V2.5: 36.8 (#163)

Math benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Math10661436
ProofBench—16%
GSM8K46.4%—

Knowledge MiMo-V2.5 leads

Gemma 7B: 27.3 (#252), MiMo-V2.5: 40.8 (#115)

Knowledge benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Expert10011460
ARC (AI2) Challenge78.3%—
BoolQ83.2%—
MMLU66.1%—
OpenBookQA78.6%—
TriviaQA72.3%—

Multimodal Not comparable

Gemma 7B: —, MiMo-V2.5: 39.8 (#54)

Multimodal benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Vision—1247

Multilingual MiMo-V2.5 leads

Gemma 7B: 25.1 (#287), MiMo-V2.5: 51.9 (#99)

Multilingual benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Non-English9991404
LMArena Chinese10351468
LMArena French10251447
LMArena Russian9931395
LMArena German—1421
LMArena Japanese—1306
LMArena Korean—1363
LMArena Spanish—1416

Instruction Following MiMo-V2.5 leads

Gemma 7B: 51.5 (#295), MiMo-V2.5: 75.5 (#60)

Instruction Following benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Instruction Following10171434

Long Context MiMo-V2.5 leads

Gemma 7B: 31.1 (#282), MiMo-V2.5: 44.2 (#73)

Long Context benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Longer Query10221445

Writing & Preference MiMo-V2.5 leads

Gemma 7B: 27.1 (#302), MiMo-V2.5: 61.6 (#86)

Writing & Preference benchmarks
BenchmarkGemma 7BMiMo-V2.5
LMArena Text10561428
LMArena Creative Writing10241393
LMArena Multi-Turn9631445

Frequently asked questions

Is Gemma 7B better than MiMo-V2.5?

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 30.0 on the Noometry Index.

Is Gemma 7B or MiMo-V2.5 better for coding?

MiMo-V2.5 scores higher on coding benchmarks: 43.9 versus 30.5 in the Noometry coding category.

How many benchmarks do Gemma 7B and MiMo-V2.5 share?

13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and MiMo-V2.5 has 23.

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