Model comparison
Claude Opus 4 vs Magistral Medium
Claude Opus 4 is the stronger model overall, scoring 43.1 to 35.2 on the Noometry Index. Magistral Medium costs 11× less per token, which makes it the better buy when Claude Opus 4's lead doesn't matter for your workload.
Last verified . 21 shared benchmarks.
Mistral AISummary
- They share 21 benchmarks with published results for both. Claude Opus 4 scores higher in 8 categories and Magistral Medium in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Claude Opus 4 leads 27.3 to 8.6.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 74.3% for Claude Opus 4 and 16.2% for Magistral Medium.
- Magistral Medium is cheaper at $2 / $5 per million input/output tokens, against $15 / $75 for Claude Opus 4.
- Magistral Medium accepts more context: 262K tokens versus 200K.
- Magistral Medium has downloadable open weights; the other is API-only.
Side by side
| Claude Opus 4 | Magistral Medium | |
|---|---|---|
| Provider | Anthropic | Mistral AI |
| Noometry Index | 43.1 | 35.2 |
| Released | 2025-05-22 | 2025-03-17 |
| Weights | Proprietary | Open |
| Context window | 200K | 262K |
| Max output | 32K | 16K |
| Input $ / M tokens | $15 | $2 |
| Output $ / M tokens | $75 | $5 |
| Results tracked | 56 | 22 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Claude Opus 4 leads
Claude Opus 4: 47.2 (#62), Magistral Medium: 39.1 (#161)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Coding | 1442 | 1319 |
| SWE-bench Verified | 70.7% | — |
| SWE-bench Verified (bash only) | 67.6% | — |
| Aider Polyglot | 72% | — |
| SciCode | — | 39.2% |
| GSO | 6.9% | — |
| WeirdML | 43.7% | — |
| AlgoTune | 1.33 | — |
Agentic & Tool Use Not comparable
Claude Opus 4: 34.8 (#42), Magistral Medium: —
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| Cybench | 38% | — |
| DeepResearch Bench | 46.8% | — |
| LMArena Search | 1127 | — |
| METR Time Horizons | 63.9% | — |
Reasoning Claude Opus 4 leads
Claude Opus 4: 27.3 (#121), Magistral Medium: 8.6 (#348)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| ARC-AGI-2 | 8.6% | 0% |
| Kagi LLM Benchmark | 74.3% | 16.2% |
| ARC-AGI-1 | 35.7% | 6.1% |
| CritPt | 0.3% | 0.3% |
| LMArena Hard Prompts | 1399 | 1267 |
| SimpleBench | 58.8% | — |
| EnigmaEval | 5.6% | — |
| DTBench | 81.6% | — |
| LMCA | 37.4% | — |
| Epoch Capabilities Index | 142.67 | — |
| ForecastBench | 61.1 | — |
Math Claude Opus 4 leads
Claude Opus 4: 42.0 (#86), Magistral Medium: 35.1 (#189)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Math | 1390 | 1250 |
| OTIS Mock AIME 2024-2025 | 64.4% | — |
| Omni-MATH | 61.6% | — |
| MATH Level 5 | 85% | — |
| FrontierMath (Feb 2025 set) | 4.5% | — |
| FrontierMath Tier 4 (v1) | 4.2% | — |
Knowledge Claude Opus 4 leads
Claude Opus 4: 44.0 (#88), Magistral Medium: 33.5 (#202)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Expert | 1386 | 1223 |
| GPQA Diamond | 76.3% | — |
| Humanity's Last Exam | 10.7% | — |
| MMLU-Pro | 87.5% | — |
| Confabulations | 15.9% | — |
| Vectara Hallucination Rate | 12% | — |
| GPQA (HELM) | 70.8% | — |
Multimodal Not comparable
Claude Opus 4: 31.5 (#106), Magistral Medium: —
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Vision | 1192 | — |
| GeoBench | 49% | — |
| VPCT | 38% | — |
Multilingual Claude Opus 4 leads
Claude Opus 4: 48.8 (#138), Magistral Medium: 39.6 (#224)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1362 | 1232 |
| LMArena Chinese | 1386 | 1227 |
| LMArena French | 1372 | 1267 |
| LMArena German | 1391 | 1248 |
| LMArena Japanese | 1331 | 1175 |
| LMArena Korean | 1321 | 1125 |
| LMArena Russian | 1392 | 1224 |
| LMArena Spanish | 1389 | 1271 |
Instruction Following Claude Opus 4 leads
Claude Opus 4: 77.1 (#28), Magistral Medium: 66.0 (#211)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1406 | 1254 |
| IFEval | 91.8% | — |
Long Context Too close to call
Claude Opus 4: 39.6 (#172), Magistral Medium: 39.3 (#183)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1422 | 1295 |
| Fiction.LiveBench | 61.1% | — |
Writing & Preference Claude Opus 4 leads
Claude Opus 4: 61.2 (#89), Magistral Medium: 46.3 (#219)
| Benchmark | Claude Opus 4 | Magistral Medium |
|---|---|---|
| LMArena Text | 1377 | 1255 |
| LMArena Creative Writing | 1387 | 1245 |
| LMArena Multi-Turn | 1396 | 1275 |
| Short-Story Creative Writing | 83.6% | — |
| EQ-Bench Creative Writing | 1580 | — |
| WildBench | 85.2% | — |
Frequently asked questions
Is Claude Opus 4 better than Magistral Medium?
Claude Opus 4 is the stronger model overall, scoring 43.1 to 35.2 on the Noometry Index. Magistral Medium costs 11× less per token, which makes it the better buy when Claude Opus 4's lead doesn't matter for your workload.
Which is cheaper, Claude Opus 4 or Magistral Medium?
Magistral Medium is cheaper. It lists at $2 per million input tokens and $5 per million output tokens; Claude Opus 4 lists at $15 and $75.
Is Claude Opus 4 or Magistral Medium better for coding?
Claude Opus 4 scores higher on coding benchmarks: 47.2 versus 39.1 in the Noometry coding category.
Which has the bigger context window?
Magistral Medium does, with 262K tokens against 200K.
How many benchmarks do Claude Opus 4 and Magistral Medium share?
21 benchmarks have published results for both models. Claude Opus 4 has 56 scored results on Noometry and Magistral Medium has 22.