# Amazon Nova Experimental Chat 11 10 vs Magistral Medium

> Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 42.4 to 34.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-11-10-vs-magistral-medium
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Amazon Nova Experimental Chat 11 10 scores higher in 8 categories and Magistral Medium in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Amazon Nova Experimental Chat 11 10 leads 27.9 to 8.7.
- Magistral Medium has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| Provider | Amazon | Mistral AI |
| Noometry Index | 42.4 | 34.8 |
| Rank | 101 | 224 |
| Context | — | 128K |
| Input $/M | — | $2 |
| Output $/M | — | $5 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Experimental Chat 11 10: 41.6 (#109)
- Magistral Medium: 38.6 (#161)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Coding | 1433 | 1319 |
| SciCode | — | 39.2% |

## Reasoning

- Amazon Nova Experimental Chat 11 10: 27.9 (#94)
- Magistral Medium: 8.7 (#342)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Hard Prompts | 1422 | 1267 |
| ARC-AGI-2 | — | 0% |
| Kagi LLM Benchmark | — | 16.2% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |

## Math

- Amazon Nova Experimental Chat 11 10: 36.4 (#116)
- Magistral Medium: 32.4 (#187)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Math | 1431 | 1249 |

## Knowledge

- Amazon Nova Experimental Chat 11 10: 39.3 (#122)
- Magistral Medium: 32.9 (#199)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Expert | 1432 | 1222 |

## Multilingual

- Amazon Nova Experimental Chat 11 10: 52.1 (#91)
- Magistral Medium: 39.8 (#219)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1405 | 1232 |
| LMArena Chinese | 1463 | 1225 |
| LMArena French | 1449 | 1268 |
| LMArena German | 1396 | 1248 |
| LMArena Japanese | 1383 | 1176 |
| LMArena Korean | 1387 | 1125 |
| LMArena Russian | 1395 | 1224 |
| LMArena Spanish | 1444 | 1269 |

## Instruction Following

- Amazon Nova Experimental Chat 11 10: 73.4 (#118)
- Magistral Medium: 66.2 (#207)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1387 | 1254 |

## Long Context

- Amazon Nova Experimental Chat 11 10: 42.5 (#116)
- Magistral Medium: 39.3 (#178)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1395 | 1295 |

## Writing & Preference

- Amazon Nova Experimental Chat 11 10: 59.0 (#109)
- Magistral Medium: 46.5 (#214)

| Benchmark | Amazon Nova Experimental Chat 11 10 | Magistral Medium |
|---|---|---|
| LMArena Text | 1415 | 1255 |
| LMArena Creative Writing | 1349 | 1245 |
| LMArena Multi-Turn | 1380 | 1275 |

## FAQ

### Is Amazon Nova Experimental Chat 11 10 better than Magistral Medium?

Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 42.4 to 34.8 on the Noometry Index.

### Is Amazon Nova Experimental Chat 11 10 or Magistral Medium better for coding?

Amazon Nova Experimental Chat 11 10 scores higher on coding benchmarks: 41.6 versus 38.6 in the Noometry coding category.

### How many benchmarks do Amazon Nova Experimental Chat 11 10 and Magistral Medium share?

17 benchmarks have published results for both models. Amazon Nova Experimental Chat 11 10 has 17 scored results on Noometry and Magistral Medium has 22.