# DeepSeek Coder 6.7B vs Mistral Small

> Mistral Small has enough public results to be ranked (#238); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-6-7b-vs-mistral-small
- Last updated: 2026-10-10
- Shared benchmarks: 3

## Summary

- They share 3 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 1 category and Mistral Small in 0 categories; one gap is clear of the uncertainty.

## Snapshot

| | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| Provider | DeepSeek | Mistral AI |
| Noometry Index | 37.1 | 33.1 |
| Rank | — | 238 |
| Context | — | 256K |
| Input $/M | — | $0.15 |
| Output $/M | — | $0.60 |
| Weights | Open | Open |

## Coding

- DeepSeek Coder 6.7B: 35.2 (#216)
- Mistral Small: 33.5 (#242)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| BigCodeBench Instruct | 35.5% | 36.1% |
| BigCodeBench Complete | 43.8% | 46.6% |
| SciCode | — | 26.5% |
| LiveBench Coding | — | 36.2% |
| LMArena Coding | — | 1363 |
| ALE-Bench | — | 497.62 |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |

## Agentic & Tool Use

- DeepSeek Coder 6.7B: —
- Mistral Small: 27.9 (#87)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 37.1% |

## Reasoning

- DeepSeek Coder 6.7B: —
- Mistral Small: 19.3 (#238)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| Kagi LLM Benchmark | — | 37.8% |
| CritPt | — | 0% |
| LiveBench Reasoning | — | 44.8% |
| LMArena Hard Prompts | — | 1336 |
| DTBench | — | 70.9% |
| LiveBench Data Analysis | — | 53.7% |
| LMCA | — | 20.6% |
| Epoch Capabilities Index | 88.88 | — |
| LiveBench | — | 44% |
| WinoGrande | 57.6% | — |

## Math

- DeepSeek Coder 6.7B: —
- Mistral Small: 15.4 (#287)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 5.8% |
| LiveBench Math | — | 39.9% |
| LMArena Math | — | 1341 |
| MATH Level 5 | — | 46.8% |
| GSM8K | 21.3% | — |

## Knowledge

- DeepSeek Coder 6.7B: —
- Mistral Small: 30.9 (#214)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| MMLU | 36.4% | 68.7% |
| GPQA Diamond | — | 47.5% |
| Vectara Hallucination Rate | — | 5.1% |
| LMArena Expert | — | 1293 |
| ARC (AI2) Challenge | 36.4% | — |

## Multimodal

- DeepSeek Coder 6.7B: —
- Mistral Small: 32.9 (#91)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| LMArena Vision | — | 1142 |

## Multilingual

- DeepSeek Coder 6.7B: —
- Mistral Small: 45.7 (#164)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| LMArena Non-English | — | 1315 |
| LMArena Chinese | — | 1342 |
| LMArena French | — | 1337 |
| LMArena German | — | 1341 |
| LMArena Japanese | — | 1275 |
| LMArena Korean | — | 1260 |
| LMArena Russian | — | 1324 |
| LMArena Spanish | — | 1346 |

## Instruction Following

- DeepSeek Coder 6.7B: —
- Mistral Small: 66.6 (#204)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| LiveBench Instruction Following | — | 63.7% |
| LMArena Instruction Following | — | 1310 |

## Long Context

- DeepSeek Coder 6.7B: —
- Mistral Small: 40.4 (#151)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| LMArena Longer Query | — | 1327 |

## Writing & Preference

- DeepSeek Coder 6.7B: —
- Mistral Small: 52.6 (#165)

| Benchmark | DeepSeek Coder 6.7B | Mistral Small |
|---|---|---|
| LMArena Text | — | 1338 |
| LMArena Creative Writing | — | 1304 |
| LMArena Multi-Turn | — | 1344 |
| LiveBench Language | — | 30.5% |

## FAQ

### Is DeepSeek Coder 6.7B better than Mistral Small?

Mistral Small has enough public results to be ranked (#238); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

### Is DeepSeek Coder 6.7B or Mistral Small better for coding?

DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.2 versus 33.5 in the Noometry coding category.

### How many benchmarks do DeepSeek Coder 6.7B and Mistral Small share?

3 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Mistral Small has 39.