Model comparison
DeepSeek Coder 6.7B vs o1-mini
o1-mini has enough public results to be ranked (#235); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
DeepSeekSummary
- 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.
Side by side
| DeepSeek Coder 6.7B | o1-mini | |
|---|---|---|
| Provider | DeepSeek | OpenAI |
| Noometry Index | 37.6 | 34.0 |
| Released | 2023-11-02 | 2024-09-12 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 39 |
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Category by category
Coding Too close to call
DeepSeek Coder 6.7B: 35.8 (#219), o1-mini: 35.5 (#224)
| 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 Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 24.6 (#118)
| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| Cybench | — | 10% |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 8.8 (#346)
| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| Epoch Capabilities Index | 89.62 | 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 Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 35.4 (#186)
| 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 Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 34.9 (#192)
| 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 Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 43.6 (#182)
| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LMArena Non-English | — | 1289 |
| LMArena Chinese | — | 1314 |
| LMArena French | — | 1293 |
| LMArena German | — | 1278 |
| LMArena Japanese | — | 1245 |
| LMArena Korean | — | 1223 |
| LMArena Russian | — | 1283 |
| LMArena Spanish | — | 1303 |
Instruction Following Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 66.7 (#206)
| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LiveBench Instruction Following | — | 65.4% |
| LMArena Instruction Following | — | 1304 |
Long Context Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 40.1 (#161)
| Benchmark | DeepSeek Coder 6.7B | o1-mini |
|---|---|---|
| LMArena Longer Query | — | 1320 |
Writing & Preference Not comparable
DeepSeek Coder 6.7B: —, o1-mini: 48.4 (#202)
| 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% |
Frequently asked questions
Is DeepSeek Coder 6.7B better than o1-mini?
o1-mini has enough public results to be ranked (#235); 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 (35.8 vs 35.5); 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.