# Magistral Medium vs Nova 2 Lite

> Nova 2 Lite is the stronger model overall, scoring 39.0 to 34.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/magistral-medium-vs-nova-2-lite
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Magistral Medium scores higher in 0 categories and Nova 2 Lite in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Nova 2 Lite leads 26.4 to 8.7.
- Nova 2 Lite is cheaper at $0.30 / $2.50 per million input/output tokens, against $2 / $5 for Magistral Medium.
- Nova 2 Lite accepts more context: 1M tokens versus 128K.
- Magistral Medium has downloadable open weights; the other is API-only.

## Snapshot

| | Magistral Medium | Nova 2 Lite |
|---|---|---|
| Provider | Mistral AI | Amazon |
| Noometry Index | 34.8 | 39.0 |
| Rank | 224 | 161 |
| Context | 128K | 1M |
| Input $/M | $2 | $0.30 |
| Output $/M | $5 | $2.50 |
| Weights | Open | Proprietary |

## Coding

- Magistral Medium: 38.6 (#161)
- Nova 2 Lite: 40.1 (#131)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Coding | 1319 | 1386 |
| SciCode | 39.2% | — |

## Agentic & Tool Use

- Magistral Medium: —
- Nova 2 Lite: 23.9 (#114)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 27.1% |

## Reasoning

- Magistral Medium: 8.7 (#342)
- Nova 2 Lite: 26.4 (#120)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Hard Prompts | 1267 | 1364 |
| ARC-AGI-2 | 0% | — |
| Kagi LLM Benchmark | 16.2% | — |
| ARC-AGI-1 | 6.1% | — |
| CritPt | 0.3% | — |

## Math

- Magistral Medium: 32.4 (#187)
- Nova 2 Lite: 34.8 (#154)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Math | 1249 | 1359 |

## Knowledge

- Magistral Medium: 32.9 (#199)
- Nova 2 Lite: 42.5 (#88)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Expert | 1222 | 1360 |
| Vectara Hallucination Rate | — | 5.1% |

## Multilingual

- Magistral Medium: 39.8 (#219)
- Nova 2 Lite: 47.3 (#148)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Non-English | 1232 | 1337 |
| LMArena Chinese | 1225 | 1364 |
| LMArena French | 1268 | 1381 |
| LMArena German | 1248 | 1343 |
| LMArena Japanese | 1176 | 1273 |
| LMArena Korean | 1125 | 1284 |
| LMArena Russian | 1224 | 1343 |
| LMArena Spanish | 1269 | 1372 |

## Instruction Following

- Magistral Medium: 66.2 (#207)
- Nova 2 Lite: 70.7 (#156)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Instruction Following | 1254 | 1335 |

## Long Context

- Magistral Medium: 39.3 (#178)
- Nova 2 Lite: 40.6 (#145)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Longer Query | 1295 | 1335 |

## Writing & Preference

- Magistral Medium: 46.5 (#214)
- Nova 2 Lite: 54.1 (#150)

| Benchmark | Magistral Medium | Nova 2 Lite |
|---|---|---|
| LMArena Text | 1255 | 1362 |
| LMArena Creative Writing | 1245 | 1291 |
| LMArena Multi-Turn | 1275 | 1338 |

## FAQ

### Is Magistral Medium better than Nova 2 Lite?

Nova 2 Lite is the stronger model overall, scoring 39.0 to 34.8 on the Noometry Index.

### Which is cheaper, Magistral Medium or Nova 2 Lite?

Nova 2 Lite is cheaper. It lists at $0.30 per million input tokens and $2.50 per million output tokens; Magistral Medium lists at $2 and $5.

### Is Magistral Medium or Nova 2 Lite better for coding?

Nova 2 Lite scores higher on coding benchmarks: 40.1 versus 38.6 in the Noometry coding category.

### Which has the bigger context window?

Nova 2 Lite does, with 1M tokens against 128K.

### How many benchmarks do Magistral Medium and Nova 2 Lite share?

17 benchmarks have published results for both models. Magistral Medium has 22 scored results on Noometry and Nova 2 Lite has 19.