Model comparison
DeepSeek Coder 6.7B vs DeepSeek-R1-Distill-Qwen-14B
DeepSeek-R1-Distill-Qwen-14B has enough public results to be ranked (#252); 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 0 categories and DeepSeek-R1-Distill-Qwen-14B in 1 category; one gap is clear of the uncertainty.
Side by side
| DeepSeek Coder 6.7B | DeepSeek-R1-Distill-Qwen-14B | |
|---|---|---|
| Provider | DeepSeek | DeepSeek |
| Noometry Index | 37.6 | 32.7 |
| Released | 2023-11-02 | 2025-01-20 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 7 |
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Category by category
Coding DeepSeek-R1-Distill-Qwen-14B leads
DeepSeek Coder 6.7B: 35.8 (#219), DeepSeek-R1-Distill-Qwen-14B: 36.9 (#200)
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-R1-Distill-Qwen-14B |
|---|---|---|
| BigCodeBench Instruct | 35.5% | 38.1% |
| BigCodeBench Complete | 43.8% | 48.4% |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, DeepSeek-R1-Distill-Qwen-14B: 19.2 (#263)
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-R1-Distill-Qwen-14B |
|---|---|---|
| Epoch Capabilities Index | 89.62 | 135.43 |
| Chess Puzzles | — | 1% |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, DeepSeek-R1-Distill-Qwen-14B: 35.5 (#184)
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-R1-Distill-Qwen-14B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 50.6% |
| MATH Level 5 | — | 87.1% |
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, DeepSeek-R1-Distill-Qwen-14B: 24.1 (#270)
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-R1-Distill-Qwen-14B |
|---|---|---|
| GPQA Diamond | — | 44.7% |
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |
Frequently asked questions
Is DeepSeek Coder 6.7B better than DeepSeek-R1-Distill-Qwen-14B?
DeepSeek-R1-Distill-Qwen-14B has enough public results to be ranked (#252); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 6.7B or DeepSeek-R1-Distill-Qwen-14B better for coding?
DeepSeek-R1-Distill-Qwen-14B scores higher on coding benchmarks: 36.9 versus 35.8 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 6.7B and DeepSeek-R1-Distill-Qwen-14B share?
3 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and DeepSeek-R1-Distill-Qwen-14B has 7.