# Laguna M.1 vs MiMo-V2.6-Pro

> MiMo-V2.6-Pro is the stronger model overall, scoring 46.7 to 31.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-mimo-v2-6-pro
- Last updated: 2026-10-10
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. Laguna M.1 scores higher in 0 categories and MiMo-V2.6-Pro in 3 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in math, where MiMo-V2.6-Pro leads 37.9 to 20.3.
- MiMo-V2.6-Pro accepts more context: 1.05M tokens versus 262K.

## Snapshot

| | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| Provider | Poolside | Xiaomi |
| Noometry Index | 31.9 | 46.7 |
| Rank | 252 | 55 |
| Context | 262K | 1.05M |
| Input $/M | — | $0.43 |
| Output $/M | — | $0.87 |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.4 (#195)
- MiMo-V2.6-Pro: 53.2 (#27)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena WebDev | 1348 | 1618 |
| LMArena Coding | — | 1538 |

## Reasoning

- Laguna M.1: 21.9 (#187)
- MiMo-V2.6-Pro: 30.4 (#76)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Hard Prompts | — | 1511 |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 20.3 (#276)
- MiMo-V2.6-Pro: 37.9 (#91)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| ProofBench | 0% | — |
| LMArena Math | — | 1497 |

## Knowledge

- Laguna M.1: —
- MiMo-V2.6-Pro: 43.0 (#85)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Expert | — | 1548 |

## Multimodal

- Laguna M.1: —
- MiMo-V2.6-Pro: 40.2 (#40)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Vision | — | 1265 |

## Multilingual

- Laguna M.1: —
- MiMo-V2.6-Pro: 57.0 (#15)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Non-English | — | 1474 |
| LMArena Chinese | — | 1532 |
| LMArena Russian | — | 1481 |

## Instruction Following

- Laguna M.1: —
- MiMo-V2.6-Pro: 78.2 (#10)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Instruction Following | — | 1490 |

## Long Context

- Laguna M.1: —
- MiMo-V2.6-Pro: 46.0 (#26)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Longer Query | — | 1500 |

## Writing & Preference

- Laguna M.1: —
- MiMo-V2.6-Pro: 66.9 (#32)

| Benchmark | Laguna M.1 | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Text | — | 1491 |
| LMArena Creative Writing | — | 1465 |
| LMArena Multi-Turn | — | 1463 |

## FAQ

### Is Laguna M.1 better than MiMo-V2.6-Pro?

MiMo-V2.6-Pro is the stronger model overall, scoring 46.7 to 31.9 on the Noometry Index.

### Is Laguna M.1 or MiMo-V2.6-Pro better for coding?

MiMo-V2.6-Pro scores higher on coding benchmarks: 53.2 versus 36.4 in the Noometry coding category.

### Which has the bigger context window?

MiMo-V2.6-Pro does, with 1.05M tokens against 262K.

### How many benchmarks do Laguna M.1 and MiMo-V2.6-Pro share?

1 benchmark has published results for both models. Laguna M.1 has 3 scored results on Noometry and MiMo-V2.6-Pro has 14.