# Gemini 2.5 Flash-Lite vs Magistral Medium

> Gemini 2.5 Flash-Lite is the stronger model overall, scoring 36.4 to 34.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-2-5-flash-lite-vs-magistral-medium
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 5 categories and Magistral Medium in 3 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 2.5 Flash-Lite leads 21.5 to 8.7.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 40.5% for Gemini 2.5 Flash-Lite and 16.2% for Magistral Medium.
- Gemini 2.5 Flash-Lite is cheaper at $0.10 / $0.40 per million input/output tokens, against $2 / $5 for Magistral Medium.
- Gemini 2.5 Flash-Lite accepts more context: 1.05M tokens versus 128K.
- Magistral Medium has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| Provider | Google | Mistral AI |
| Noometry Index | 36.4 | 34.8 |
| Rank | 208 | 224 |
| Context | 1.05M | 128K |
| Input $/M | $0.10 | $2 |
| Output $/M | $0.40 | $5 |
| Weights | Proprietary | Open |

## Coding

- Gemini 2.5 Flash-Lite: 38.0 (#167)
- Magistral Medium: 38.6 (#161)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Coding | 1373 | 1319 |
| SciCode | — | 39.2% |
| WeirdML | 35.2% | — |
| ALE-Bench | 325.9 | — |

## Agentic & Tool Use

- Gemini 2.5 Flash-Lite: 27.8 (#89)
- Magistral Medium: —

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| Berkeley Function Calling Leaderboard | 36.9% | — |

## Reasoning

- Gemini 2.5 Flash-Lite: 21.5 (#196)
- Magistral Medium: 8.7 (#342)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| Kagi LLM Benchmark | 40.5% | 16.2% |
| LMArena Hard Prompts | 1377 | 1267 |
| ARC-AGI-2 | — | 0% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |
| DTBench | 62.8% | — |
| LMCA | 18.1% | — |
| Epoch Capabilities Index | 133.93 | — |

## Math

- Gemini 2.5 Flash-Lite: 35.5 (#144)
- Magistral Medium: 32.4 (#187)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Math | 1373 | 1249 |
| Omni-MATH | 48% | — |

## Knowledge

- Gemini 2.5 Flash-Lite: 32.1 (#206)
- Magistral Medium: 32.9 (#199)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Expert | 1373 | 1222 |
| MMLU-Pro | 53.7% | — |
| Vectara Hallucination Rate | 3.3% | — |
| GPQA (HELM) | 30.9% | — |

## Multimodal

- Gemini 2.5 Flash-Lite: 28.6 (#109)
- Magistral Medium: —

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Vision | 1198 | — |
| VPCT | 30% | — |

## Multilingual

- Gemini 2.5 Flash-Lite: 49.5 (#129)
- Magistral Medium: 39.8 (#219)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1369 | 1232 |
| LMArena Chinese | 1404 | 1225 |
| LMArena French | 1388 | 1268 |
| LMArena German | 1390 | 1248 |
| LMArena Japanese | 1359 | 1176 |
| LMArena Korean | 1358 | 1125 |
| LMArena Russian | 1373 | 1224 |
| LMArena Spanish | 1396 | 1269 |

## Instruction Following

- Gemini 2.5 Flash-Lite: 70.2 (#163)
- Magistral Medium: 66.2 (#207)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1366 | 1254 |
| IFEval | 81% | — |

## Long Context

- Gemini 2.5 Flash-Lite: 33.3 (#257)
- Magistral Medium: 39.3 (#178)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1373 | 1295 |
| Fiction.LiveBench | 47.2% | — |

## Writing & Preference

- Gemini 2.5 Flash-Lite: 57.0 (#130)
- Magistral Medium: 46.5 (#214)

| Benchmark | Gemini 2.5 Flash-Lite | Magistral Medium |
|---|---|---|
| LMArena Text | 1379 | 1255 |
| LMArena Creative Writing | 1366 | 1245 |
| LMArena Multi-Turn | 1367 | 1275 |
| WildBench | 81.8% | — |

## FAQ

### Is Gemini 2.5 Flash-Lite better than Magistral Medium?

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 36.4 to 34.8 on the Noometry Index.

### Which is cheaper, Gemini 2.5 Flash-Lite or Magistral Medium?

Gemini 2.5 Flash-Lite is cheaper. It lists at $0.10 per million input tokens and $0.40 per million output tokens; Magistral Medium lists at $2 and $5.

### Is Gemini 2.5 Flash-Lite or Magistral Medium better for coding?

They score almost the same on coding (38.0 vs 38.6); test both on your own repository before choosing.

### Which has the bigger context window?

Gemini 2.5 Flash-Lite does, with 1.05M tokens against 128K.

### How many benchmarks do Gemini 2.5 Flash-Lite and Magistral Medium share?

18 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and Magistral Medium has 22.