# Llama 3-8B vs Magistral Medium

> Magistral Medium is the stronger model overall, scoring 35.2 to 25.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/llama-3-8b-vs-magistral-medium
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Llama 3-8B scores higher in 1 category and Magistral Medium in 7 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Magistral Medium leads 35.1 to 8.8.

## Snapshot

| | Llama 3-8B | Magistral Medium |
|---|---|---|
| Provider | Meta | Mistral AI |
| Noometry Index | 25.5 | 35.2 |
| Rank | 344 | 227 |
| Context | — | 262K |
| Input $/M | — | $2 |
| Output $/M | — | $5 |
| Weights | Open | Open |

## Coding

- Llama 3-8B: 31.0 (#289)
- Magistral Medium: 39.1 (#161)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Coding | 1152 | 1319 |
| SciCode | — | 39.2% |
| BigCodeBench Instruct | 31.9% | — |
| BigCodeBench Complete | 36.9% | — |
| HumanEval+ | 56.7% | — |
| MBPP+ | 54.8% | — |

## Reasoning

- Llama 3-8B: 14.3 (#326)
- Magistral Medium: 8.6 (#348)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Hard Prompts | 1133 | 1267 |
| ARC-AGI-2 | — | 0% |
| Kagi LLM Benchmark | — | 16.2% |
| ARC-AGI-1 | — | 6.1% |
| CritPt | — | 0.3% |
| Chess Puzzles | 0% | — |
| DTBench | 43.9% | — |
| Adversarial NLI | 57.3% | — |
| Epoch Capabilities Index | 116.45 | — |
| ForecastBench | 58.6 | — |
| WinoGrande | 75.7% | — |

## Math

- Llama 3-8B: 8.8 (#323)
- Magistral Medium: 35.1 (#189)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Math | 1151 | 1250 |
| OTIS Mock AIME 2024-2025 | 1.9% | — |
| MATH Level 5 | 6.1% | — |

## Knowledge

- Llama 3-8B: 7.8 (#308)
- Magistral Medium: 33.5 (#202)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Expert | 1113 | 1223 |
| GPQA Diamond | 26.1% | — |
| ARC (AI2) Challenge | 82.8% | — |
| MMLU | 68.8% | — |
| OpenBookQA | 82.6% | — |
| TriviaQA | 67.7% | — |

## Multilingual

- Llama 3-8B: 30.8 (#261)
- Magistral Medium: 39.6 (#224)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Non-English | 1098 | 1232 |
| LMArena Chinese | 1076 | 1227 |
| LMArena French | 1159 | 1267 |
| LMArena German | 1104 | 1248 |
| LMArena Japanese | 967 | 1175 |
| LMArena Korean | 1004 | 1125 |
| LMArena Russian | 1109 | 1224 |
| LMArena Spanish | 1173 | 1271 |

## Instruction Following

- Llama 3-8B: 58.4 (#260)
- Magistral Medium: 66.0 (#211)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Instruction Following | 1127 | 1254 |

## Long Context

- Llama 3-8B: 34.2 (#251)
- Magistral Medium: 39.3 (#183)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Longer Query | 1128 | 1295 |

## Writing & Preference

- Llama 3-8B: 37.5 (#256)
- Magistral Medium: 46.3 (#219)

| Benchmark | Llama 3-8B | Magistral Medium |
|---|---|---|
| LMArena Text | 1166 | 1255 |
| LMArena Creative Writing | 1150 | 1245 |
| LMArena Multi-Turn | 1152 | 1275 |

## FAQ

### Is Llama 3-8B better than Magistral Medium?

Magistral Medium is the stronger model overall, scoring 35.2 to 25.5 on the Noometry Index.

### Is Llama 3-8B or Magistral Medium better for coding?

Magistral Medium scores higher on coding benchmarks: 39.1 versus 31.0 in the Noometry coding category.

### How many benchmarks do Llama 3-8B and Magistral Medium share?

17 benchmarks have published results for both models. Llama 3-8B has 34 scored results on Noometry and Magistral Medium has 22.