# Gemma 3 4B vs Magistral Medium

> Magistral Medium is the stronger model overall, scoring 35.2 to 28.1 on the Noometry Index. Gemma 3 4B costs 55× less per token, which makes it the better buy when Magistral Medium's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/gemma-3-4b-vs-magistral-medium
- Last updated: 2026-10-11
- Shared benchmarks: 13

## Summary

- They share 13 benchmarks with published results for both. Gemma 3 4B scores higher in 2 categories and Magistral Medium in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Magistral Medium leads 33.5 to 11.8.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 25.2% for Gemma 3 4B and 16.2% for Magistral Medium.
- Gemma 3 4B is cheaper at $0.04 / $0.08 per million input/output tokens, against $2 / $5 for Magistral Medium.
- Magistral Medium accepts more context: 262K tokens versus 131K.

## Snapshot

| | Gemma 3 4B | Magistral Medium |
|---|---|---|
| Provider | Google | Mistral AI |
| Noometry Index | 28.1 | 35.2 |
| Rank | 326 | 227 |
| Context | 131K | 262K |
| Input $/M | $0.04 | $2 |
| Output $/M | $0.08 | $5 |
| Weights | Open | Open |

## Coding

- Gemma 3 4B: 35.9 (#215)
- Magistral Medium: 39.1 (#161)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Coding | 1230 | 1319 |
| SciCode | — | 39.2% |

## Agentic & Tool Use

- Gemma 3 4B: 20.9 (#142)
- Magistral Medium: —

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| Berkeley Function Calling Leaderboard | 19.6% | — |

## Reasoning

- Gemma 3 4B: 13.2 (#335)
- Magistral Medium: 8.6 (#348)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| Kagi LLM Benchmark | 25.2% | 16.2% |
| LMArena Hard Prompts | 1253 | 1267 |
| ARC-AGI-2 | — | 0% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |
| Chess Puzzles | 0% | — |
| DTBench | 50.9% | — |
| LMCA | 2.8% | — |
| Epoch Capabilities Index | 116.02 | — |

## Math

- Gemma 3 4B: 16.8 (#292)
- Magistral Medium: 35.1 (#189)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Math | 1239 | 1250 |
| OTIS Mock AIME 2024-2025 | 7.5% | — |

## Knowledge

- Gemma 3 4B: 11.8 (#299)
- Magistral Medium: 33.5 (#202)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Expert | 1223 | 1223 |
| GPQA Diamond | 23.2% | — |
| Vectara Hallucination Rate | 6.4% | — |

## Multilingual

- Gemma 3 4B: 42.5 (#194)
- Magistral Medium: 39.6 (#224)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1273 | 1232 |
| LMArena German | 1281 | 1248 |
| LMArena Russian | 1294 | 1224 |
| LMArena Chinese | — | 1227 |
| LMArena French | — | 1267 |
| LMArena Japanese | — | 1175 |
| LMArena Korean | — | 1125 |
| LMArena Spanish | — | 1271 |

## Instruction Following

- Gemma 3 4B: 65.2 (#225)
- Magistral Medium: 66.0 (#211)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1239 | 1254 |

## Long Context

- Gemma 3 4B: 38.7 (#194)
- Magistral Medium: 39.3 (#183)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1273 | 1295 |

## Writing & Preference

- Gemma 3 4B: 42.0 (#239)
- Magistral Medium: 46.3 (#219)

| Benchmark | Gemma 3 4B | Magistral Medium |
|---|---|---|
| LMArena Text | 1291 | 1255 |
| LMArena Creative Writing | 1271 | 1245 |
| LMArena Multi-Turn | 1255 | 1275 |
| EQ-Bench Creative Writing | 1068 | — |

## FAQ

### Is Gemma 3 4B better than Magistral Medium?

Magistral Medium is the stronger model overall, scoring 35.2 to 28.1 on the Noometry Index. Gemma 3 4B costs 55× less per token, which makes it the better buy when Magistral Medium's lead doesn't matter for your workload.

### Which is cheaper, Gemma 3 4B or Magistral Medium?

Gemma 3 4B is cheaper. It lists at $0.04 per million input tokens and $0.08 per million output tokens; Magistral Medium lists at $2 and $5.

### Is Gemma 3 4B or Magistral Medium better for coding?

Magistral Medium scores higher on coding benchmarks: 39.1 versus 35.9 in the Noometry coding category.

### Which has the bigger context window?

Magistral Medium does, with 262K tokens against 131K.

### How many benchmarks do Gemma 3 4B and Magistral Medium share?

13 benchmarks have published results for both models. Gemma 3 4B has 22 scored results on Noometry and Magistral Medium has 22.