# Magistral Medium vs Phi 3 Medium 4k Instruct

> Magistral Medium is the stronger model overall, scoring 34.8 to 32.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/magistral-medium-vs-phi-3-medium-4k-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Magistral Medium scores higher in 7 categories and Phi 3 Medium 4k Instruct in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Magistral Medium leads 46.5 to 34.3.

## Snapshot

| | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 34.8 | 32.4 |
| Rank | 224 | 246 |
| Context | 128K | — |
| Input $/M | $2 | — |
| Output $/M | $5 | — |
| Weights | Open | Open |

## Coding

- Magistral Medium: 38.6 (#161)
- Phi 3 Medium 4k Instruct: 32.3 (#263)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Coding | 1319 | 1130 |
| SciCode | 39.2% | — |

## Reasoning

- Magistral Medium: 8.7 (#342)
- Phi 3 Medium 4k Instruct: 20.8 (#214)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1267 | 1127 |
| ARC-AGI-2 | 0% | — |
| Kagi LLM Benchmark | 16.2% | — |
| ARC-AGI-1 | 6.1% | — |
| CritPt | 0.3% | — |

## Math

- Magistral Medium: 32.4 (#187)
- Phi 3 Medium 4k Instruct: 30.9 (#202)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | 1249 | 1173 |

## Knowledge

- Magistral Medium: 32.9 (#199)
- Phi 3 Medium 4k Instruct: 29.6 (#226)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | 1222 | 1108 |

## Multilingual

- Magistral Medium: 39.8 (#219)
- Phi 3 Medium 4k Instruct: 30.8 (#258)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 1232 | 1094 |
| LMArena Chinese | 1225 | 1108 |
| LMArena French | 1268 | 1109 |
| LMArena German | 1248 | 1101 |
| LMArena Japanese | 1176 | 1042 |
| LMArena Korean | 1125 | 954 |
| LMArena Russian | 1224 | 1145 |
| LMArena Spanish | 1269 | 1095 |

## Instruction Following

- Magistral Medium: 66.2 (#207)
- Phi 3 Medium 4k Instruct: 57.8 (#263)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1254 | 1114 |

## Long Context

- Magistral Medium: 39.3 (#178)
- Phi 3 Medium 4k Instruct: 33.9 (#250)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1295 | 1120 |

## Writing & Preference

- Magistral Medium: 46.5 (#214)
- Phi 3 Medium 4k Instruct: 34.3 (#267)

| Benchmark | Magistral Medium | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1255 | 1138 |
| LMArena Creative Writing | 1245 | 1106 |
| LMArena Multi-Turn | 1275 | 1088 |

## FAQ

### Is Magistral Medium better than Phi 3 Medium 4k Instruct?

Magistral Medium is the stronger model overall, scoring 34.8 to 32.4 on the Noometry Index.

### Is Magistral Medium or Phi 3 Medium 4k Instruct better for coding?

Magistral Medium scores higher on coding benchmarks: 38.6 versus 32.3 in the Noometry coding category.

### How many benchmarks do Magistral Medium and Phi 3 Medium 4k Instruct share?

17 benchmarks have published results for both models. Magistral Medium has 22 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.