# Magistral Medium vs Phi-4

> Magistral Medium is the stronger model overall, scoring 35.2 to 31.2 on the Noometry Index. Phi-4 costs 31× 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/magistral-medium-vs-phi-4
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Magistral Medium scores higher in 7 categories and Phi-4 in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Magistral Medium leads 35.1 to 20.8.
- Phi-4 is cheaper at $0.07 / $0.14 per million input/output tokens, against $2 / $5 for Magistral Medium.
- Magistral Medium accepts more context: 262K tokens versus 128K.

## Snapshot

| | Magistral Medium | Phi-4 |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 35.2 | 31.2 |
| Rank | 227 | 279 |
| Context | 262K | 128K |
| Input $/M | $2 | $0.07 |
| Output $/M | $5 | $0.14 |
| Weights | Open | Open |

## Coding

- Magistral Medium: 39.1 (#161)
- Phi-4: 34.4 (#239)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Coding | 1319 | 1231 |
| SciCode | 39.2% | — |
| BigCodeBench Instruct | — | 45.5% |
| LiveBench Coding | — | 30.7% |
| BigCodeBench Complete | — | 55.4% |

## Agentic & Tool Use

- Magistral Medium: —
- Phi-4: 22.8 (#128)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 28.8% |
| BALROG | — | 11.6% |

## Reasoning

- Magistral Medium: 8.6 (#348)
- Phi-4: 17.7 (#291)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Hard Prompts | 1267 | 1220 |
| ARC-AGI-2 | 0% | — |
| Kagi LLM Benchmark | 16.2% | — |
| ARC-AGI-1 | 6.1% | — |
| CritPt | 0.3% | — |
| Chess Puzzles | — | 1% |
| LiveBench Reasoning | — | 47.8% |
| LiveBench Data Analysis | — | 45.2% |
| Epoch Capabilities Index | — | 130.42 |
| LiveBench | — | 41.6% |

## Math

- Magistral Medium: 35.1 (#189)
- Phi-4: 20.8 (#285)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Math | 1250 | 1246 |
| OTIS Mock AIME 2024-2025 | — | 13.8% |
| LiveBench Math | — | 42% |
| MATH Level 5 | — | 64.9% |

## Knowledge

- Magistral Medium: 33.5 (#202)
- Phi-4: 32.6 (#209)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Expert | 1223 | 1203 |
| GPQA Diamond | — | 56.1% |
| Confabulations | — | 29.4% |
| Vectara Hallucination Rate | — | 3.7% |
| MMLU | — | 84.8% |

## Multilingual

- Magistral Medium: 39.6 (#224)
- Phi-4: 37.2 (#237)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Non-English | 1232 | 1197 |
| LMArena Chinese | 1227 | 1212 |
| LMArena French | 1267 | 1224 |
| LMArena German | 1248 | 1222 |
| LMArena Japanese | 1175 | 1158 |
| LMArena Korean | 1125 | 1151 |
| LMArena Russian | 1224 | 1209 |
| LMArena Spanish | 1271 | 1234 |

## Instruction Following

- Magistral Medium: 66.0 (#211)
- Phi-4: 60.4 (#251)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Instruction Following | 1254 | 1201 |
| LiveBench Instruction Following | — | 58.4% |

## Long Context

- Magistral Medium: 39.3 (#183)
- Phi-4: 36.9 (#226)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Longer Query | 1295 | 1217 |

## Writing & Preference

- Magistral Medium: 46.3 (#219)
- Phi-4: 40.5 (#244)

| Benchmark | Magistral Medium | Phi-4 |
|---|---|---|
| LMArena Text | 1255 | 1217 |
| LMArena Creative Writing | 1245 | 1182 |
| LMArena Multi-Turn | 1275 | 1206 |
| Short-Story Creative Writing | — | 62.6% |
| LiveBench Language | — | 25.6% |

## FAQ

### Is Magistral Medium better than Phi-4?

Magistral Medium is the stronger model overall, scoring 35.2 to 31.2 on the Noometry Index. Phi-4 costs 31× less per token, which makes it the better buy when Magistral Medium's lead doesn't matter for your workload.

### Which is cheaper, Magistral Medium or Phi-4?

Phi-4 is cheaper. It lists at $0.07 per million input tokens and $0.14 per million output tokens; Magistral Medium lists at $2 and $5.

### Is Magistral Medium or Phi-4 better for coding?

Magistral Medium scores higher on coding benchmarks: 39.1 versus 34.4 in the Noometry coding category.

### Which has the bigger context window?

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

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

17 benchmarks have published results for both models. Magistral Medium has 22 scored results on Noometry and Phi-4 has 37.