# Magistral Medium vs MiMo-V2.6-Pro

> MiMo-V2.6-Pro is the stronger model overall, scoring 50.3 to 35.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/magistral-medium-vs-mimo-v2-6-pro
- Last updated: 2026-10-11
- Shared benchmarks: 14

## Summary

- They share 14 benchmarks with published results for both. Magistral Medium scores higher in 0 categories and MiMo-V2.6-Pro in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where MiMo-V2.6-Pro leads 43.1 to 8.6.
- The biggest single-benchmark swing is CritPt: 0.3% for Magistral Medium and 26.6% for MiMo-V2.6-Pro.
- MiMo-V2.6-Pro is cheaper at $0.43 / $0.87 per million input/output tokens, against $2 / $5 for Magistral Medium.
- MiMo-V2.6-Pro accepts more context: 1.05M tokens versus 262K.

## Snapshot

| | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| Provider | Mistral AI | Xiaomi |
| Noometry Index | 35.2 | 50.3 |
| Rank | 227 | 49 |
| Context | 262K | 1.05M |
| Input $/M | $2 | $0.43 |
| Output $/M | $5 | $0.87 |
| Weights | Open | Open |

## Coding

- Magistral Medium: 39.1 (#161)
- MiMo-V2.6-Pro: 55.5 (#23)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| SciCode | 39.2% | 60.9% |
| LMArena Coding | 1319 | 1534 |
| LMArena WebDev | — | 1629 |
| ALE-Bench | — | 1,158 |

## Agentic & Tool Use

- Magistral Medium: —
- MiMo-V2.6-Pro: 37.5 (#35)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| APEX-Agents | — | 59.5% |

## Reasoning

- Magistral Medium: 8.6 (#348)
- MiMo-V2.6-Pro: 43.1 (#50)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| CritPt | 0.3% | 26.6% |
| LMArena Hard Prompts | 1267 | 1512 |
| ARC-AGI-2 | 0% | — |
| Kagi LLM Benchmark | 16.2% | — |
| ARC-AGI-1 | 6.1% | — |

## Math

- Magistral Medium: 35.1 (#189)
- MiMo-V2.6-Pro: 54.5 (#45)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Math | 1250 | 1494 |
| ProofBench | — | 70% |

## Knowledge

- Magistral Medium: 33.5 (#202)
- MiMo-V2.6-Pro: 43.5 (#92)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Expert | 1223 | 1543 |

## Multimodal

- Magistral Medium: —
- MiMo-V2.6-Pro: 40.8 (#43)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Vision | — | 1264 |

## Multilingual

- Magistral Medium: 39.6 (#224)
- MiMo-V2.6-Pro: 56.9 (#14)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Non-English | 1232 | 1474 |
| LMArena Chinese | 1227 | 1529 |
| LMArena Russian | 1224 | 1480 |
| LMArena French | 1267 | — |
| LMArena German | 1248 | — |
| LMArena Japanese | 1175 | — |
| LMArena Korean | 1125 | — |
| LMArena Spanish | 1271 | — |

## Instruction Following

- Magistral Medium: 66.0 (#211)
- MiMo-V2.6-Pro: 78.2 (#12)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Instruction Following | 1254 | 1493 |

## Long Context

- Magistral Medium: 39.3 (#183)
- MiMo-V2.6-Pro: 46.0 (#27)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Longer Query | 1295 | 1501 |

## Writing & Preference

- Magistral Medium: 46.3 (#219)
- MiMo-V2.6-Pro: 66.8 (#33)

| Benchmark | Magistral Medium | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Text | 1255 | 1492 |
| LMArena Creative Writing | 1245 | 1468 |
| LMArena Multi-Turn | 1275 | 1464 |

## FAQ

### Is Magistral Medium better than MiMo-V2.6-Pro?

MiMo-V2.6-Pro is the stronger model overall, scoring 50.3 to 35.2 on the Noometry Index.

### Which is cheaper, Magistral Medium or MiMo-V2.6-Pro?

MiMo-V2.6-Pro is cheaper. It lists at $0.43 per million input tokens and $0.87 per million output tokens; Magistral Medium lists at $2 and $5.

### Is Magistral Medium or MiMo-V2.6-Pro better for coding?

MiMo-V2.6-Pro scores higher on coding benchmarks: 55.5 versus 39.1 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 Magistral Medium and MiMo-V2.6-Pro share?

14 benchmarks have published results for both models. Magistral Medium has 22 scored results on Noometry and MiMo-V2.6-Pro has 19.