Model comparison

Laguna M.1 vs MiMo-V2-Flash

MiMo-V2-Flash is the stronger model overall, scoring 40.8 to 31.9 on the Noometry Index.

Last verified . 1 shared benchmarks.

Laguna M.1 Poolside

31.9

Rank #252 Reported

MiMo-V2-Flash Xiaomi

40.8

Rank #137 Confirmed

Summary

  • They share 1 benchmark with published results for both. Laguna M.1 scores higher in 1 category and MiMo-V2-Flash in 2 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in math, where MiMo-V2-Flash leads 35.6 to 20.3.

Side by side

Laguna M.1 and MiMo-V2-Flash specifications
Laguna M.1MiMo-V2-Flash
ProviderPoolsideXiaomi
Noometry Index31.940.8
Released2026-04-282025-12-16
WeightsOpenOpen
Context window262K262K
Max output33K66K
Input $ / M tokens—$0.14
Output $ / M tokens—$0.28
Results tracked321

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Category by category

Coding Too close to call

Laguna M.1: 36.4 (#195), MiMo-V2-Flash: 35.8 (#205)

Coding benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
LMArena WebDev13481330
SciCode—25.9%
LMArena Coding—1443
ALE-Bench—737.95

Reasoning MiMo-V2-Flash leads

Laguna M.1: 21.9 (#187), MiMo-V2-Flash: 24.1 (#155)

Reasoning benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
CritPt—0%
LMArena Hard Prompts—1420
Surface Evolver Bench15.6%—

Math MiMo-V2-Flash leads

Laguna M.1: 20.3 (#276), MiMo-V2-Flash: 35.6 (#141)

Math benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
ProofBench0%—
LMArena Math—1396

Knowledge Not comparable

Laguna M.1: —, MiMo-V2-Flash: 39.1 (#126)

Knowledge benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
LMArena Expert—1425

Multilingual Not comparable

Laguna M.1: —, MiMo-V2-Flash: 51.1 (#109)

Multilingual benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
LMArena Non-English—1391
LMArena Chinese—1463
LMArena French—1429
LMArena German—1395
LMArena Japanese—1324
LMArena Korean—1358
LMArena Russian—1387
LMArena Spanish—1420

Instruction Following Not comparable

Laguna M.1: —, MiMo-V2-Flash: 73.7 (#115)

Instruction Following benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
LMArena Instruction Following—1392

Long Context Not comparable

Laguna M.1: —, MiMo-V2-Flash: 43.0 (#106)

Long Context benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
LMArena Longer Query—1409

Writing & Preference Not comparable

Laguna M.1: —, MiMo-V2-Flash: 59.9 (#101)

Writing & Preference benchmarks
BenchmarkLaguna M.1MiMo-V2-Flash
LMArena Text—1411
LMArena Creative Writing—1375
LMArena Multi-Turn—1404

Frequently asked questions

Is Laguna M.1 better than MiMo-V2-Flash?

MiMo-V2-Flash is the stronger model overall, scoring 40.8 to 31.9 on the Noometry Index.

Is Laguna M.1 or MiMo-V2-Flash better for coding?

They score almost the same on coding (36.4 vs 35.8); test both on your own repository before choosing.

Which has the bigger context window?

Both accept 262K tokens.

How many benchmarks do Laguna M.1 and MiMo-V2-Flash share?

1 benchmark has published results for both models. Laguna M.1 has 3 scored results on Noometry and MiMo-V2-Flash has 21.

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