# Gemini 3.5 Flash Lite vs Magistral Medium

> Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.8 to 34.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-5-flash-lite-vs-magistral-medium
- Last updated: 2026-10-10
- Shared benchmarks: 21

## Summary

- They share 21 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and Magistral Medium in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.5 Flash Lite leads 27.8 to 8.7.
- The biggest single-benchmark swing is ARC-AGI-1: 53.5% for Gemini 3.5 Flash Lite and 6.1% for Magistral Medium.
- Gemini 3.5 Flash Lite is cheaper at $0.30 / $2.50 per million input/output tokens, against $2 / $5 for Magistral Medium.
- Gemini 3.5 Flash Lite accepts more context: 1.05M tokens versus 128K.
- Magistral Medium has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| Provider | Google | Mistral AI |
| Noometry Index | 41.8 | 34.8 |
| Rank | 113 | 224 |
| Context | 1.05M | 128K |
| Input $/M | $0.30 | $2 |
| Output $/M | $2.50 | $5 |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.5 Flash Lite: 42.1 (#96)
- Magistral Medium: 38.6 (#161)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| SciCode | 41.3% | 39.2% |
| LMArena Coding | 1455 | 1319 |
| LMArena WebDev | 1440 | — |
| WeirdML | 39% | — |
| ALE-Bench | 765.27 | — |

## Agentic & Tool Use

- Gemini 3.5 Flash Lite: 28.6 (#82)
- Magistral Medium: —

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| GDP.pdf | 10% | — |

## Reasoning

- Gemini 3.5 Flash Lite: 27.8 (#95)
- Magistral Medium: 8.7 (#342)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| ARC-AGI-2 | 10.3% | 0% |
| ARC-AGI-1 | 53.5% | 6.1% |
| CritPt | 0% | 0.3% |
| LMArena Hard Prompts | 1441 | 1267 |
| Kagi LLM Benchmark | — | 16.2% |
| NYT Connections (extended) | 60.4% | — |
| Chess Puzzles | 22% | — |
| Mystery Game Puzzles | 19% | — |
| DTBench | 83.5% | — |
| LMCA | 37.6% | — |
| Epoch Capabilities Index | 145.12 | — |

## Math

- Gemini 3.5 Flash Lite: 25.7 (#245)
- Magistral Medium: 32.4 (#187)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Math | 1431 | 1249 |
| FrontierMath (Tiers 1-3) | 26% | — |
| FrontierMath Tier 4 | 0% | — |
| OTIS Mock AIME 2024-2025 | 71.1% | — |
| ProofBench | 13% | — |

## Knowledge

- Gemini 3.5 Flash Lite: 50.0 (#66)
- Magistral Medium: 32.9 (#199)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Expert | 1430 | 1222 |
| GPQA Diamond | 83.3% | — |

## Multimodal

- Gemini 3.5 Flash Lite: 40.3 (#38)
- Magistral Medium: —

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Vision | 1266 | — |

## Multilingual

- Gemini 3.5 Flash Lite: 53.8 (#59)
- Magistral Medium: 39.8 (#219)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1428 | 1232 |
| LMArena Chinese | 1467 | 1225 |
| LMArena French | 1452 | 1268 |
| LMArena German | 1454 | 1248 |
| LMArena Japanese | 1428 | 1176 |
| LMArena Korean | 1406 | 1125 |
| LMArena Russian | 1443 | 1224 |
| LMArena Spanish | 1440 | 1269 |

## Instruction Following

- Gemini 3.5 Flash Lite: 75.0 (#77)
- Magistral Medium: 66.2 (#207)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1420 | 1254 |

## Long Context

- Gemini 3.5 Flash Lite: 43.8 (#80)
- Magistral Medium: 39.3 (#178)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1435 | 1295 |

## Writing & Preference

- Gemini 3.5 Flash Lite: 64.4 (#55)
- Magistral Medium: 46.5 (#214)

| Benchmark | Gemini 3.5 Flash Lite | Magistral Medium |
|---|---|---|
| LMArena Text | 1436 | 1255 |
| LMArena Creative Writing | 1419 | 1245 |
| LMArena Multi-Turn | 1445 | 1275 |
| EQ-Bench Creative Writing | 1559 | — |

## FAQ

### Is Gemini 3.5 Flash Lite better than Magistral Medium?

Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.8 to 34.8 on the Noometry Index.

### Which is cheaper, Gemini 3.5 Flash Lite or Magistral Medium?

Gemini 3.5 Flash 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 Gemini 3.5 Flash Lite or Magistral Medium better for coding?

Gemini 3.5 Flash Lite scores higher on coding benchmarks: 42.1 versus 38.6 in the Noometry coding category.

### Which has the bigger context window?

Gemini 3.5 Flash Lite does, with 1.05M tokens against 128K.

### How many benchmarks do Gemini 3.5 Flash Lite and Magistral Medium share?

21 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 38 scored results on Noometry and Magistral Medium has 22.