# Laguna M.1 vs MiMo-V2-Flash

> MiMo-V2-Flash is the stronger model overall, scoring 41.3 to 32.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-mimo-v2-flash
- Last updated: 2026-10-12
- Shared benchmarks: 1

## 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 38.3 to 21.1.

## Snapshot

| | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| Provider | Poolside | Xiaomi |
| Noometry Index | 32.5 | 41.3 |
| Rank | 256 | 138 |
| Context | 262K | 262K |
| Input $/M | — | $0.14 |
| Output $/M | — | $0.28 |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- MiMo-V2-Flash: 36.1 (#211)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| LMArena WebDev | 1349 | 1330 |
| SciCode | — | 25.9% |
| LMArena Coding | — | 1443 |
| ALE-Bench | — | 737.95 |

## Reasoning

- Laguna M.1: 23.1 (#184)
- MiMo-V2-Flash: 24.9 (#157)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| CritPt | — | 0% |
| LMArena Hard Prompts | — | 1420 |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 21.1 (#283)
- MiMo-V2-Flash: 38.3 (#139)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| ProofBench | 0% | — |
| LMArena Math | — | 1396 |

## Knowledge

- Laguna M.1: —
- MiMo-V2-Flash: 39.7 (#131)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| LMArena Expert | — | 1425 |

## Multilingual

- Laguna M.1: —
- MiMo-V2-Flash: 51.0 (#113)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| LMArena Non-English | — | 1392 |
| LMArena Chinese | — | 1462 |
| LMArena French | — | 1429 |
| LMArena German | — | 1395 |
| LMArena Japanese | — | 1325 |
| LMArena Korean | — | 1358 |
| LMArena Russian | — | 1387 |
| LMArena Spanish | — | 1420 |

## Instruction Following

- Laguna M.1: —
- MiMo-V2-Flash: 73.5 (#120)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| LMArena Instruction Following | — | 1392 |

## Long Context

- Laguna M.1: —
- MiMo-V2-Flash: 43.0 (#110)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| LMArena Longer Query | — | 1409 |

## Writing & Preference

- Laguna M.1: —
- MiMo-V2-Flash: 59.7 (#106)

| Benchmark | Laguna M.1 | MiMo-V2-Flash |
|---|---|---|
| LMArena Text | — | 1411 |
| LMArena Creative Writing | — | 1375 |
| LMArena Multi-Turn | — | 1404 |

## FAQ

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

MiMo-V2-Flash is the stronger model overall, scoring 41.3 to 32.5 on the Noometry Index.

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

They score almost the same on coding (36.6 vs 36.1); 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.