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

> MiMo-V2.6-Flash is the stronger model overall, scoring 48.5 to 32.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-mimo-v2-6-flash
- Last updated: 2026-10-12
- Shared benchmarks: 2

## Summary

- They share 2 benchmarks with published results for both. Laguna M.1 scores higher in 0 categories and MiMo-V2.6-Flash in 3 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in math, where MiMo-V2.6-Flash leads 51.9 to 21.1.
- The biggest single-benchmark swing is ProofBench: 0% for Laguna M.1 and 63% for MiMo-V2.6-Flash.
- MiMo-V2.6-Flash accepts more context: 1.05M tokens versus 262K.

## Snapshot

| | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| Provider | Poolside | Xiaomi |
| Noometry Index | 32.5 | 48.5 |
| Rank | 256 | 55 |
| Context | 262K | 1.05M |
| Input $/M | — | $0.14 |
| Output $/M | — | $0.28 |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- MiMo-V2.6-Flash: 53.4 (#30)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena WebDev | 1349 | 1637 |
| SciCode | — | 51.3% |
| LMArena Coding | — | 1504 |

## Reasoning

- Laguna M.1: 23.1 (#184)
- MiMo-V2.6-Flash: 36.5 (#66)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| CritPt | — | 12% |
| LMArena Hard Prompts | — | 1482 |
| Surface Evolver Bench | 15.6% | — |

## Math

- Laguna M.1: 21.1 (#283)
- MiMo-V2.6-Flash: 51.9 (#52)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| ProofBench | 0% | 63% |
| LMArena Math | — | 1468 |

## Knowledge

- Laguna M.1: —
- MiMo-V2.6-Flash: 42.2 (#99)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Expert | — | 1501 |

## Multimodal

- Laguna M.1: —
- MiMo-V2.6-Flash: 40.5 (#47)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Vision | — | 1259 |

## Multilingual

- Laguna M.1: —
- MiMo-V2.6-Flash: 54.0 (#51)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Non-English | — | 1434 |
| LMArena Chinese | — | 1511 |
| LMArena French | — | 1475 |
| LMArena Russian | — | 1409 |
| LMArena Spanish | — | 1456 |

## Instruction Following

- Laguna M.1: —
- MiMo-V2.6-Flash: 76.8 (#35)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Instruction Following | — | 1463 |

## Long Context

- Laguna M.1: —
- MiMo-V2.6-Flash: 44.8 (#57)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Longer Query | — | 1463 |

## Writing & Preference

- Laguna M.1: —
- MiMo-V2.6-Flash: 63.1 (#67)

| Benchmark | Laguna M.1 | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Text | — | 1455 |
| LMArena Creative Writing | — | 1400 |
| LMArena Multi-Turn | — | 1451 |

## FAQ

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

MiMo-V2.6-Flash is the stronger model overall, scoring 48.5 to 32.5 on the Noometry Index.

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

MiMo-V2.6-Flash scores higher on coding benchmarks: 53.4 versus 36.6 in the Noometry coding category.

### Which has the bigger context window?

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

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

2 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and MiMo-V2.6-Flash has 19.