# Ministral 8B vs StarCoder 2 7B

> Ministral 8B has enough public results to be ranked (#321); StarCoder 2 7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/ministral-8b-vs-starcoder-2-7b
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Snapshot

| | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| Provider | Mistral AI | NVIDIA |
| Noometry Index | 27.8 | 36.5 |
| Rank | 321 | — |
| Context | 128K | — |
| Input $/M | $0.10 | — |
| Output $/M | $0.10 | — |
| Weights | Open | Open |

## Coding

- Ministral 8B: 34.4 (#226)
- StarCoder 2 7B: 34.2

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Coding | 1202 | — |
| BigCodeBench Complete | — | 27.7% |
| HumanEval+ | — | 29.9% |

## Agentic & Tool Use

- Ministral 8B: 16.2 (#140)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 11.1% | — |

## Reasoning

- Ministral 8B: 17.7 (#279)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Hard Prompts | 1191 | — |
| DTBench | 45.7% | — |
| Epoch Capabilities Index | — | 92.92 |
| WinoGrande | — | 57.1% |

## Math

- Ministral 8B: 23.7 (#262)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Math | 1188 | — |
| MATH Level 5 | 14.9% | — |
| GSM8K | — | 32.7% |

## Knowledge

- Ministral 8B: 12.5 (#292)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| GPQA Diamond | 27.1% | — |
| Vectara Hallucination Rate | 7.4% | — |
| LMArena Expert | 1170 | — |
| ARC (AI2) Challenge | — | 38.7% |
| MMLU | — | 38.8% |

## Multilingual

- Ministral 8B: 35.3 (#242)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Non-English | 1165 | — |
| LMArena Chinese | 1193 | — |
| LMArena Russian | 1195 | — |

## Instruction Following

- Ministral 8B: 60.7 (#245)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Instruction Following | 1161 | — |

## Long Context

- Ministral 8B: 36.7 (#222)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Longer Query | 1212 | — |

## Writing & Preference

- Ministral 8B: 39.8 (#241)
- StarCoder 2 7B: —

| Benchmark | Ministral 8B | StarCoder 2 7B |
|---|---|---|
| LMArena Text | 1191 | — |
| LMArena Creative Writing | 1175 | — |
| LMArena Multi-Turn | 1166 | — |

## FAQ

### Is Ministral 8B better than StarCoder 2 7B?

Ministral 8B has enough public results to be ranked (#321); StarCoder 2 7B does not yet, so treat this comparison as directional.

### Is Ministral 8B or StarCoder 2 7B better for coding?

They score almost the same on coding (34.4 vs 34.2); test both on your own repository before choosing.

### How many benchmarks do Ministral 8B and StarCoder 2 7B share?

0 benchmarks have published results for both models. Ministral 8B has 17 scored results on Noometry and StarCoder 2 7B has 7.