# DeepSeek Coder 6.7B vs o1-mini

> o1-mini has enough public results to be ranked (#230); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-6-7b-vs-o1-mini
- 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 o1-mini in 0 categories, but none of those gaps is larger than the uncertainty.
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.

## Snapshot

| | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| Provider | DeepSeek | OpenAI |
| Noometry Index | 37.1 | 33.7 |
| Rank | — | 230 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- DeepSeek Coder 6.7B: 35.2 (#216)
- o1-mini: 35.1 (#218)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| HumanEval+ | 71.3% | 89% |
| MBPP+ | 65.6% | 78.8% |
| Aider Polyglot | — | 32.9% |
| WeirdML | — | 36.3% |
| BigCodeBench Instruct | 35.5% | — |
| LiveBench Coding | — | 48% |
| LMArena Coding | — | 1362 |
| BigCodeBench Complete | 43.8% | — |

## Agentic & Tool Use

- DeepSeek Coder 6.7B: —
- o1-mini: 24.3 (#112)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| Cybench | — | 10% |

## Reasoning

- DeepSeek Coder 6.7B: —
- o1-mini: 8.9 (#340)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| Epoch Capabilities Index | 88.88 | 135.82 |
| ARC-AGI-2 | — | 0.8% |
| SimpleBench | — | 18.1% |
| ARC-AGI-1 | — | 14% |
| LiveBench Reasoning | — | 72.3% |
| LMArena Hard Prompts | — | 1333 |
| LiveBench Data Analysis | — | 57.9% |
| LiveBench | — | 57.8% |
| WinoGrande | 57.6% | — |

## Math

- DeepSeek Coder 6.7B: —
- o1-mini: 33.7 (#168)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 46.9% |
| LiveBench Math | — | 62% |
| LMArena Math | — | 1358 |
| MATH Level 5 | — | 89.2% |
| FrontierMath (Feb 2025 set) | — | 1.7% |
| GSM8K | 21.3% | — |

## Knowledge

- DeepSeek Coder 6.7B: —
- o1-mini: 34.8 (#180)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| GPQA Diamond | — | 62.4% |
| Confabulations | — | 18.6% |
| LMArena Expert | — | 1316 |
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |

## Multilingual

- DeepSeek Coder 6.7B: —
- o1-mini: 43.8 (#177)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LMArena Non-English | — | 1289 |
| LMArena Chinese | — | 1314 |
| LMArena French | — | 1292 |
| LMArena German | — | 1278 |
| LMArena Japanese | — | 1245 |
| LMArena Korean | — | 1223 |
| LMArena Russian | — | 1283 |
| LMArena Spanish | — | 1302 |

## Instruction Following

- DeepSeek Coder 6.7B: —
- o1-mini: 67.0 (#200)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LiveBench Instruction Following | — | 65.4% |
| LMArena Instruction Following | — | 1304 |

## Long Context

- DeepSeek Coder 6.7B: —
- o1-mini: 40.1 (#156)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LMArena Longer Query | — | 1321 |

## Writing & Preference

- DeepSeek Coder 6.7B: —
- o1-mini: 48.6 (#196)

| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LMArena Text | — | 1317 |
| LMArena Creative Writing | — | 1244 |
| Short-Story Creative Writing | — | 64.9% |
| LMArena Multi-Turn | — | 1314 |
| LiveBench Language | — | 40.9% |

## FAQ

### Is DeepSeek Coder 6.7B better than o1-mini?

o1-mini has enough public results to be ranked (#230); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

### Is DeepSeek Coder 6.7B or o1-mini better for coding?

They score almost the same on coding (35.2 vs 35.1); test both on your own repository before choosing.

### How many benchmarks do DeepSeek Coder 6.7B and o1-mini share?

3 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and o1-mini has 39.