# Laguna M.1 vs MiMo-V2.5

> MiMo-V2.5 is the stronger model overall, scoring 43.4 to 32.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-mimo-v2-5
- Last updated: 2026-10-11
- Shared benchmarks: 2

## Summary

- They share 2 benchmarks with published results for both. Laguna M.1 scores higher in 0 categories and MiMo-V2.5 in 3 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in math, where MiMo-V2.5 leads 36.8 to 21.1.
- The biggest single-benchmark swing is ProofBench: 0% for Laguna M.1 and 16% for MiMo-V2.5.
- MiMo-V2.5 accepts more context: 1.05M tokens versus 262K.

## Snapshot

| | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| Provider | Poolside | Xiaomi |
| Noometry Index | 32.5 | 43.4 |
| Rank | 256 | 93 |
| Context | 262K | 1.05M |
| Input $/M | — | $0.14 |
| Output $/M | — | $0.28 |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- MiMo-V2.5: 43.9 (#81)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena WebDev | 1349 | 1438 |
| SciCode | — | 43.1% |
| LMArena Coding | — | 1469 |
| ALE-Bench | — | 513.95 |

## Reasoning

- Laguna M.1: 23.1 (#184)
- MiMo-V2.5: 28.6 (#101)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| CritPt | — | 3.7% |
| LMArena Hard Prompts | — | 1450 |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 21.1 (#283)
- MiMo-V2.5: 36.8 (#163)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| ProofBench | 0% | 16% |
| LMArena Math | — | 1436 |

## Knowledge

- Laguna M.1: —
- MiMo-V2.5: 40.8 (#115)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena Expert | — | 1460 |

## Multimodal

- Laguna M.1: —
- MiMo-V2.5: 39.8 (#54)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena Vision | — | 1247 |

## Multilingual

- Laguna M.1: —
- MiMo-V2.5: 51.9 (#99)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena Non-English | — | 1404 |
| LMArena Chinese | — | 1468 |
| LMArena French | — | 1447 |
| LMArena German | — | 1421 |
| LMArena Japanese | — | 1306 |
| LMArena Korean | — | 1363 |
| LMArena Russian | — | 1395 |
| LMArena Spanish | — | 1416 |

## Instruction Following

- Laguna M.1: —
- MiMo-V2.5: 75.5 (#60)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena Instruction Following | — | 1434 |

## Long Context

- Laguna M.1: —
- MiMo-V2.5: 44.2 (#73)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena Longer Query | — | 1445 |

## Writing & Preference

- Laguna M.1: —
- MiMo-V2.5: 61.6 (#86)

| Benchmark | Laguna M.1 | MiMo-V2.5 |
|---|---|---|
| LMArena Text | — | 1428 |
| LMArena Creative Writing | — | 1393 |
| LMArena Multi-Turn | — | 1445 |

## FAQ

### Is Laguna M.1 better than MiMo-V2.5?

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 32.5 on the Noometry Index.

### Is Laguna M.1 or MiMo-V2.5 better for coding?

MiMo-V2.5 scores higher on coding benchmarks: 43.9 versus 36.6 in the Noometry coding category.

### Which has the bigger context window?

MiMo-V2.5 does, with 1.05M tokens against 262K.

### How many benchmarks do Laguna M.1 and MiMo-V2.5 share?

2 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and MiMo-V2.5 has 23.