# GPT-4 Turbo vs Magistral Medium

> Magistral Medium is the stronger model overall, scoring 35.2 to 30.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gpt-4-turbo-vs-magistral-medium
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. GPT-4 Turbo scores higher in 3 categories and Magistral Medium in 5 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in math, where Magistral Medium leads 35.1 to 9.0.
- Magistral Medium is cheaper at $2 / $5 per million input/output tokens, against $10 / $30 for GPT-4 Turbo.
- Magistral Medium accepts more context: 262K tokens versus 128K.
- Magistral Medium has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| Provider | OpenAI | Mistral AI |
| Noometry Index | 30.5 | 35.2 |
| Rank | 292 | 227 |
| Context | 128K | 262K |
| Input $/M | $10 | $2 |
| Output $/M | $30 | $5 |
| Weights | Proprietary | Open |

## Coding

- GPT-4 Turbo: 33.8 (#249)
- Magistral Medium: 39.1 (#161)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Coding | 1268 | 1319 |
| SciCode | — | 39.2% |
| WeirdML | 18% | — |
| BigCodeBench Instruct | 48.2% | — |
| BigCodeBench Complete | 58.2% | — |
| HumanEval+ | 86.6% | — |
| MBPP+ | 73.3% | — |

## Agentic & Tool Use

- GPT-4 Turbo: —
- Magistral Medium: —

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| METR Time Horizons | 36.7% | — |

## Reasoning

- GPT-4 Turbo: 15.3 (#317)
- Magistral Medium: 8.6 (#348)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Hard Prompts | 1251 | 1267 |
| ARC-AGI-2 | — | 0% |
| SimpleBench | 25.1% | — |
| Kagi LLM Benchmark | — | 16.2% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |
| Chess Puzzles | 6% | — |
| DTBench | 61.6% | — |
| LMCA | 9.8% | — |
| Epoch Capabilities Index | 127.25 | — |
| ForecastBench | 59.4 | — |

## Math

- GPT-4 Turbo: 9.0 (#322)
- Magistral Medium: 35.1 (#189)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Math | 1272 | 1250 |
| FrontierMath (Tiers 1-3) | 0.7% | — |
| OTIS Mock AIME 2024-2025 | 6.7% | — |
| MATH Level 5 | 46.7% | — |

## Knowledge

- GPT-4 Turbo: 24.3 (#268)
- Magistral Medium: 33.5 (#202)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Expert | 1223 | 1223 |
| GPQA Diamond | 46.6% | — |
| Confabulations | 28.4% | — |
| MMLU | 81.3% | — |

## Multimodal

- GPT-4 Turbo: 30.6 (#110)
- Magistral Medium: —

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Vision | 1090 | — |

## Multilingual

- GPT-4 Turbo: 40.5 (#216)
- Magistral Medium: 39.6 (#224)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1245 | 1232 |
| LMArena Chinese | 1242 | 1227 |
| LMArena French | 1276 | 1267 |
| LMArena German | 1259 | 1248 |
| LMArena Japanese | 1194 | 1175 |
| LMArena Korean | 1187 | 1125 |
| LMArena Russian | 1259 | 1224 |
| LMArena Spanish | 1260 | 1271 |

## Instruction Following

- GPT-4 Turbo: 65.8 (#216)
- Magistral Medium: 66.0 (#211)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1249 | 1254 |

## Long Context

- GPT-4 Turbo: 38.0 (#206)
- Magistral Medium: 39.3 (#183)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1254 | 1295 |

## Writing & Preference

- GPT-4 Turbo: 47.7 (#206)
- Magistral Medium: 46.3 (#219)

| Benchmark | GPT-4 Turbo | Magistral Medium |
|---|---|---|
| LMArena Text | 1272 | 1255 |
| LMArena Creative Writing | 1269 | 1245 |
| LMArena Multi-Turn | 1267 | 1275 |

## FAQ

### Is GPT-4 Turbo better than Magistral Medium?

Magistral Medium is the stronger model overall, scoring 35.2 to 30.5 on the Noometry Index.

### Which is cheaper, GPT-4 Turbo or Magistral Medium?

Magistral Medium is cheaper. It lists at $2 per million input tokens and $5 per million output tokens; GPT-4 Turbo lists at $10 and $30.

### Is GPT-4 Turbo or Magistral Medium better for coding?

Magistral Medium scores higher on coding benchmarks: 39.1 versus 33.8 in the Noometry coding category.

### Which has the bigger context window?

Magistral Medium does, with 262K tokens against 128K.

### How many benchmarks do GPT-4 Turbo and Magistral Medium share?

17 benchmarks have published results for both models. GPT-4 Turbo has 36 scored results on Noometry and Magistral Medium has 22.