Model comparison
GPT-4 vs Magistral Medium
Magistral Medium is the stronger model overall, scoring 35.2 to 29.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. GPT-4 scores higher in 2 categories and Magistral Medium in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in math, where Magistral Medium leads 35.1 to 10.8.
- Magistral Medium is cheaper at $2 / $5 per million input/output tokens, against $30 / $60 for GPT-4.
- Magistral Medium accepts more context: 262K tokens versus 8K.
- Magistral Medium has downloadable open weights; the other is API-only.
Side by side
| GPT-4 | Magistral Medium | |
|---|---|---|
| Provider | OpenAI | Mistral AI |
| Noometry Index | 29.1 | 35.2 |
| Released | 2023-03-14 | 2025-03-17 |
| Weights | Proprietary | Open |
| Context window | 8K | 262K |
| Max output | 8K | 16K |
| Input $ / M tokens | $30 | $2 |
| Output $ / M tokens | $60 | $5 |
| Results tracked | 38 | 22 |
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Category by category
Coding Magistral Medium leads
GPT-4: 31.6 (#283), Magistral Medium: 39.1 (#161)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Coding | 1254 | 1319 |
| SciCode | — | 39.2% |
| WeirdML | 12.4% | — |
| BigCodeBench Instruct | 46% | — |
| BigCodeBench Complete | 57.2% | — |
| HumanEval+ | 79.3% | — |
Agentic & Tool Use Not comparable
GPT-4: —, Magistral Medium: —
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| METR Time Horizons | 36.1% | — |
Reasoning GPT-4 leads
GPT-4: 17.8 (#289), Magistral Medium: 8.6 (#348)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Hard Prompts | 1241 | 1267 |
| ARC-AGI-2 | — | 0% |
| Kagi LLM Benchmark | — | 16.2% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |
| Chess Puzzles | 4% | — |
| Mystery Game Puzzles | 12% | — |
| DTBench | 62.7% | — |
| LMCA | 17.1% | — |
| BIG-Bench Hard | 75.1% | — |
| Epoch Capabilities Index | 125.89 | — |
| ForecastBench | 57.8 | — |
| HellaSwag | 95.3% | — |
| WinoGrande | 87.5% | — |
Math Magistral Medium leads
GPT-4: 10.8 (#309), Magistral Medium: 35.1 (#189)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Math | 1269 | 1250 |
| OTIS Mock AIME 2024-2025 | 1.1% | — |
| MATH Level 5 | 23% | — |
| GSM8K | 92% | — |
Knowledge Magistral Medium leads
GPT-4: 18.4 (#282), Magistral Medium: 33.5 (#202)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Expert | 1211 | 1223 |
| GPQA Diamond | 35.7% | — |
| MMLU | 86.4% | — |
| TriviaQA | 84.8% | — |
Multilingual Too close to call
GPT-4: 40.6 (#215), Magistral Medium: 39.6 (#224)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1246 | 1232 |
| LMArena Chinese | 1242 | 1227 |
| LMArena French | 1283 | 1267 |
| LMArena German | 1251 | 1248 |
| LMArena Japanese | 1209 | 1175 |
| LMArena Korean | 1184 | 1125 |
| LMArena Russian | 1251 | 1224 |
| LMArena Spanish | 1261 | 1271 |
Instruction Following Too close to call
GPT-4: 65.3 (#222), Magistral Medium: 66.0 (#211)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1241 | 1254 |
Long Context Magistral Medium leads
GPT-4: 37.7 (#212), Magistral Medium: 39.3 (#183)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1244 | 1295 |
Writing & Preference Magistral Medium leads
GPT-4: 34.9 (#268), Magistral Medium: 46.3 (#219)
| Benchmark | GPT-4 | Magistral Medium |
|---|---|---|
| LMArena Text | 1263 | 1255 |
| LMArena Creative Writing | 1244 | 1245 |
| LMArena Multi-Turn | 1257 | 1275 |
| EQ-Bench Creative Writing | 752 | — |
Frequently asked questions
Is GPT-4 better than Magistral Medium?
Magistral Medium is the stronger model overall, scoring 35.2 to 29.1 on the Noometry Index.
Which is cheaper, GPT-4 or Magistral Medium?
Magistral Medium is cheaper. It lists at $2 per million input tokens and $5 per million output tokens; GPT-4 lists at $30 and $60.
Is GPT-4 or Magistral Medium better for coding?
Magistral Medium scores higher on coding benchmarks: 39.1 versus 31.6 in the Noometry coding category.
Which has the bigger context window?
Magistral Medium does, with 262K tokens against 8K.
How many benchmarks do GPT-4 and Magistral Medium share?
17 benchmarks have published results for both models. GPT-4 has 38 scored results on Noometry and Magistral Medium has 22.