Model comparison
DeepSeek Coder 6.7B vs StarCoder 2 3B
Neither DeepSeek Coder 6.7B nor StarCoder 2 3B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 7 shared benchmarks.
DeepSeek
NVIDIASummary
- They share 7 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 1 category and StarCoder 2 3B in 0 categories; one gap is clear of the uncertainty.
- The biggest single-benchmark swing is BigCodeBench Complete: 43.8% for DeepSeek Coder 6.7B and 21.4% for StarCoder 2 3B.
Side by side
| DeepSeek Coder 6.7B | StarCoder 2 3B | |
|---|---|---|
| Provider | DeepSeek | NVIDIA |
| Noometry Index | 37.6 | 36.3 |
| Released | 2023-11-02 | 2024-02-22 |
| 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 Coder 6.7B leads
DeepSeek Coder 6.7B: 35.8 (#219), StarCoder 2 3B: 33.5
| Benchmark | DeepSeek Coder 6.7B | StarCoder 2 3B |
|---|---|---|
| BigCodeBench Complete | 43.8% | 21.4% |
| HumanEval+ | 71.3% | 27.4% |
| BigCodeBench Instruct | 35.5% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, StarCoder 2 3B: —
| Benchmark | DeepSeek Coder 6.7B | StarCoder 2 3B |
|---|---|---|
| Epoch Capabilities Index | 89.62 | 88.76 |
| WinoGrande | 57.6% | 57.1% |
Math Not comparable
DeepSeek Coder 6.7B: —, StarCoder 2 3B: —
| Benchmark | DeepSeek Coder 6.7B | StarCoder 2 3B |
|---|---|---|
| GSM8K | 21.3% | 21.6% |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, StarCoder 2 3B: —
| Benchmark | DeepSeek Coder 6.7B | StarCoder 2 3B |
|---|---|---|
| ARC (AI2) Challenge | 36.4% | 34.2% |
| MMLU | 36.4% | 36.6% |
Frequently asked questions
Is DeepSeek Coder 6.7B better than StarCoder 2 3B?
Neither DeepSeek Coder 6.7B nor StarCoder 2 3B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Is DeepSeek Coder 6.7B or StarCoder 2 3B better for coding?
DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 33.5 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 6.7B and StarCoder 2 3B share?
7 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and StarCoder 2 3B has 7.