Model comparison

Gemma 3 1B vs MiMo-V2-Omni

MiMo-V2-Omni is the stronger model overall, scoring 43.6 to 21.1 on the Noometry Index.

Last verified . 0 shared benchmarks.

Gemma 3 1B Google

21.1

Rank #353 Reported

MiMo-V2-Omni Xiaomi

43.6

Rank #88 Confirmed

Summary

  • The widest gap is in knowledge, where MiMo-V2-Omni leads 40.5 to 7.0.
  • Gemma 3 1B has downloadable open weights; the other is API-only.

Side by side

Gemma 3 1B and MiMo-V2-Omni specifications
Gemma 3 1BMiMo-V2-Omni
ProviderGoogleXiaomi
Noometry Index21.143.6
Released2025-03-122026-03-18
WeightsOpenProprietary
Context window—262K
Max output—131K
Input $ / M tokens—$0.14
Output $ / M tokens—$0.28
Results tracked418

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Category by category

Coding Not comparable

Gemma 3 1B: —, MiMo-V2-Omni: 43.3 (#89)

Coding benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
LMArena Coding—1466

Agentic & Tool Use Not comparable

Gemma 3 1B: 13.7 (#152), MiMo-V2-Omni: —

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
Berkeley Function Calling Leaderboard7.2%—

Reasoning MiMo-V2-Omni leads

Gemma 3 1B: 19.2 (#264), MiMo-V2-Omni: 29.7 (#88)

Reasoning benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
Chess Puzzles0%—
LMArena Hard Prompts—1445

Math MiMo-V2-Omni leads

Gemma 3 1B: 10.2 (#316), MiMo-V2-Omni: 39.1 (#115)

Math benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
OTIS Mock AIME 2024-20251.1%—
LMArena Math—1430

Knowledge MiMo-V2-Omni leads

Gemma 3 1B: 7.0 (#314), MiMo-V2-Omni: 40.5 (#118)

Knowledge benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
GPQA Diamond19.9%—
LMArena Expert—1449

Multimodal Not comparable

Gemma 3 1B: —, MiMo-V2-Omni: 38.6 (#63)

Multimodal benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
LMArena Vision—1228

Multilingual Not comparable

Gemma 3 1B: —, MiMo-V2-Omni: 51.8 (#102)

Multilingual benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
LMArena Non-English—1404
LMArena Chinese—1465
LMArena French—1447
LMArena German—1399
LMArena Japanese—1317
LMArena Korean—1355
LMArena Russian—1412
LMArena Spanish—1434

Instruction Following Not comparable

Gemma 3 1B: —, MiMo-V2-Omni: 75.2 (#66)

Instruction Following benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
LMArena Instruction Following—1428

Long Context Not comparable

Gemma 3 1B: —, MiMo-V2-Omni: 44.1 (#76)

Long Context benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
LMArena Longer Query—1442

Writing & Preference Not comparable

Gemma 3 1B: —, MiMo-V2-Omni: 61.4 (#87)

Writing & Preference benchmarks
BenchmarkGemma 3 1BMiMo-V2-Omni
LMArena Text—1423
LMArena Creative Writing—1392
LMArena Multi-Turn—1445

Frequently asked questions

Is Gemma 3 1B better than MiMo-V2-Omni?

MiMo-V2-Omni is the stronger model overall, scoring 43.6 to 21.1 on the Noometry Index.

How many benchmarks do Gemma 3 1B and MiMo-V2-Omni share?

0 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and MiMo-V2-Omni has 18.

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