# Ministral 8B vs Qwen2.5-Coder-32B

> Qwen2.5-Coder-32B is the stronger model overall, scoring 32.9 to 27.8 on the Noometry Index. Ministral 8B costs 7.4× less per token, which makes it the better buy when Qwen2.5-Coder-32B's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/ministral-8b-vs-qwen2-5-coder-32b
- Last updated: 2026-10-10
- Shared benchmarks: 12

## Summary

- They share 12 benchmarks with published results for both. Ministral 8B scores higher in 1 category and Qwen2.5-Coder-32B in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Qwen2.5-Coder-32B leads 32.9 to 12.5.
- Ministral 8B is cheaper at $0.10 / $0.10 per million input/output tokens, against $0.66 / $1 for Qwen2.5-Coder-32B.
- Ministral 8B accepts more context: 128K tokens versus 33K.

## Snapshot

| | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| Provider | Mistral AI | Alibaba (Qwen) |
| Noometry Index | 27.8 | 32.9 |
| Rank | 321 | 239 |
| Context | 128K | 33K |
| Input $/M | $0.10 | $0.66 |
| Output $/M | $0.10 | $1 |
| Weights | Open | Open |

## Coding

- Ministral 8B: 34.4 (#226)
- Qwen2.5-Coder-32B: 22.4 (#328)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Coding | 1202 | 1276 |
| SWE-bench Verified (bash only) | — | 9% |
| Aider Polyglot | — | 16.4% |
| BigCodeBench Instruct | — | 49% |
| LiveBench Coding | — | 56.9% |
| BigCodeBench Complete | — | 58% |
| HumanEval+ | — | 87.2% |
| MBPP+ | — | 77% |

## Agentic & Tool Use

- Ministral 8B: 16.2 (#140)
- Qwen2.5-Coder-32B: —

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 11.1% | — |

## Reasoning

- Ministral 8B: 17.7 (#279)
- Qwen2.5-Coder-32B: 20.4 (#220)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1251 |
| LiveBench Reasoning | — | 42.1% |
| DTBench | 45.7% | — |
| LiveBench Data Analysis | — | 49.9% |
| Epoch Capabilities Index | — | 119.41 |
| HellaSwag | — | 83% |
| LiveBench | — | 46.2% |
| WinoGrande | — | 80.8% |

## Math

- Ministral 8B: 23.7 (#262)
- Qwen2.5-Coder-32B: 30.8 (#203)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Math | 1188 | 1251 |
| LiveBench Math | — | 46.6% |
| MATH Level 5 | 14.9% | — |
| GSM8K | — | 93% |

## Knowledge

- Ministral 8B: 12.5 (#292)
- Qwen2.5-Coder-32B: 32.9 (#200)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Expert | 1170 | 1221 |
| GPQA Diamond | 27.1% | — |
| Vectara Hallucination Rate | 7.4% | — |
| ARC (AI2) Challenge | — | 70.5% |
| MMLU | — | 79.1% |

## Multilingual

- Ministral 8B: 35.3 (#242)
- Qwen2.5-Coder-32B: 38.0 (#230)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Non-English | 1165 | 1205 |
| LMArena Chinese | 1193 | 1222 |
| LMArena Russian | 1195 | 1228 |

## Instruction Following

- Ministral 8B: 60.7 (#245)
- Qwen2.5-Coder-32B: 61.6 (#240)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Instruction Following | 1161 | 1223 |
| LiveBench Instruction Following | — | 58.7% |

## Long Context

- Ministral 8B: 36.7 (#222)
- Qwen2.5-Coder-32B: 37.9 (#204)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Longer Query | 1212 | 1251 |

## Writing & Preference

- Ministral 8B: 39.8 (#241)
- Qwen2.5-Coder-32B: 41.8 (#235)

| Benchmark | Ministral 8B | Qwen2.5-Coder-32B |
|---|---|---|
| LMArena Text | 1191 | 1230 |
| LMArena Creative Writing | 1175 | 1174 |
| LMArena Multi-Turn | 1166 | 1222 |
| LiveBench Language | — | 23.3% |

## FAQ

### Is Ministral 8B better than Qwen2.5-Coder-32B?

Qwen2.5-Coder-32B is the stronger model overall, scoring 32.9 to 27.8 on the Noometry Index. Ministral 8B costs 7.4× less per token, which makes it the better buy when Qwen2.5-Coder-32B's lead doesn't matter for your workload.

### Which is cheaper, Ministral 8B or Qwen2.5-Coder-32B?

Ministral 8B is cheaper. It lists at $0.10 per million input tokens and $0.10 per million output tokens; Qwen2.5-Coder-32B lists at $0.66 and $1.

### Is Ministral 8B or Qwen2.5-Coder-32B better for coding?

Ministral 8B scores higher on coding benchmarks: 34.4 versus 22.4 in the Noometry coding category.

### Which has the bigger context window?

Ministral 8B does, with 128K tokens against 33K.

### How many benchmarks do Ministral 8B and Qwen2.5-Coder-32B share?

12 benchmarks have published results for both models. Ministral 8B has 17 scored results on Noometry and Qwen2.5-Coder-32B has 31.