Model comparison
DeepSeek Coder 6.7B vs DeepSeek-V2 (MoE-236B, May 2024)
Neither DeepSeek Coder 6.7B nor DeepSeek-V2 (MoE-236B, May 2024) has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 6 shared benchmarks.
DeepSeekSummary
- They share 6 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 0 categories and DeepSeek-V2 (MoE-236B, May 2024) in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where DeepSeek-V2 (MoE-236B, May 2024) leads 40.4 to 35.8.
- The biggest single-benchmark swing is BigCodeBench Complete: 43.8% for DeepSeek Coder 6.7B and 59.4% for DeepSeek-V2 (MoE-236B, May 2024).
Side by side
| DeepSeek Coder 6.7B | DeepSeek-V2 (MoE-236B, May 2024) | |
|---|---|---|
| Provider | DeepSeek | DeepSeek |
| Noometry Index | 37.6 | 40.3 |
| Released | 2023-11-02 | 2024-05-07 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 10 |
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Category by category
Coding DeepSeek-V2 (MoE-236B, May 2024) leads
DeepSeek Coder 6.7B: 35.8 (#219), DeepSeek-V2 (MoE-236B, May 2024): 40.4 (#139)
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-V2 (MoE-236B, May 2024) |
|---|---|---|
| BigCodeBench Instruct | 35.5% | 48.9% |
| BigCodeBench Complete | 43.8% | 59.4% |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, DeepSeek-V2 (MoE-236B, May 2024): —
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-V2 (MoE-236B, May 2024) |
|---|---|---|
| Epoch Capabilities Index | 89.62 | 124.77 |
| WinoGrande | 57.6% | 86.3% |
| BIG-Bench Hard | — | 78.8% |
| HellaSwag | — | 87.1% |
| PIQA | — | 83.9% |
Math Not comparable
DeepSeek Coder 6.7B: —, DeepSeek-V2 (MoE-236B, May 2024): —
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-V2 (MoE-236B, May 2024) |
|---|---|---|
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, DeepSeek-V2 (MoE-236B, May 2024): —
| Benchmark | DeepSeek Coder 6.7B | DeepSeek-V2 (MoE-236B, May 2024) |
|---|---|---|
| ARC (AI2) Challenge | 36.4% | 92.2% |
| MMLU | 36.4% | 78.4% |
| TriviaQA | — | 80% |
Frequently asked questions
Is DeepSeek Coder 6.7B better than DeepSeek-V2 (MoE-236B, May 2024)?
Neither DeepSeek Coder 6.7B nor DeepSeek-V2 (MoE-236B, May 2024) has enough public benchmark results to be ranked yet; the rows below show what has been published.
Is DeepSeek Coder 6.7B or DeepSeek-V2 (MoE-236B, May 2024) better for coding?
DeepSeek-V2 (MoE-236B, May 2024) scores higher on coding benchmarks: 40.4 versus 35.8 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 6.7B and DeepSeek-V2 (MoE-236B, May 2024) share?
6 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and DeepSeek-V2 (MoE-236B, May 2024) has 10.