Model comparison
DeepSeek Coder 6.7B vs Mistral Medium 3.1
Mistral Medium 3.1 has enough public results to be ranked (#266); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Summary
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.
Side by side
| DeepSeek Coder 6.7B | Mistral Medium 3.1 | |
|---|---|---|
| Provider | DeepSeek | Mistral AI |
| Noometry Index | 37.6 | 31.9 |
| Released | 2023-11-02 | — |
| Weights | Open | Proprietary |
| Context window | — | 131K |
| Max output | — | 105K |
| Input $ / M tokens | — | $0.40 |
| Output $ / M tokens | — | $2 |
| Results tracked | 9 | 3 |
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Category by category
Coding Not comparable
DeepSeek Coder 6.7B: 35.8 (#219), Mistral Medium 3.1: —
| Benchmark | DeepSeek Coder 6.7B | Mistral Medium 3.1 |
|---|---|---|
| BigCodeBench Instruct | 35.5% | — |
| BigCodeBench Complete | 43.8% | — |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, Mistral Medium 3.1: 10.6 (#341)
| Benchmark | DeepSeek Coder 6.7B | Mistral Medium 3.1 |
|---|---|---|
| NYT Connections (extended) | — | 6.5% |
| Thematic Generalization | — | 20.3% |
| Epoch Capabilities Index | 89.62 | — |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, Mistral Medium 3.1: —
| Benchmark | DeepSeek Coder 6.7B | Mistral Medium 3.1 |
|---|---|---|
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, Mistral Medium 3.1: —
| Benchmark | DeepSeek Coder 6.7B | Mistral Medium 3.1 |
|---|---|---|
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |
Writing & Preference Not comparable
DeepSeek Coder 6.7B: —, Mistral Medium 3.1: 55.5 (#145)
| Benchmark | DeepSeek Coder 6.7B | Mistral Medium 3.1 |
|---|---|---|
| EQ-Bench Creative Writing | — | 1476 |
Frequently asked questions
Is DeepSeek Coder 6.7B better than Mistral Medium 3.1?
Mistral Medium 3.1 has enough public results to be ranked (#266); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
How many benchmarks do DeepSeek Coder 6.7B and Mistral Medium 3.1 share?
0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Mistral Medium 3.1 has 3.