Model comparison
DeepSeek Coder 1.3B vs StarCoder 2 15B
Neither DeepSeek Coder 1.3B nor StarCoder 2 15B 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 1.3B scores higher in 0 categories and StarCoder 2 15B in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where StarCoder 2 15B leads 36.6 to 31.2.
- The biggest single-benchmark swing is BigCodeBench Complete: 29.6% for DeepSeek Coder 1.3B and 38.4% for StarCoder 2 15B.
Side by side
| DeepSeek Coder 1.3B | StarCoder 2 15B | |
|---|---|---|
| Provider | DeepSeek | NVIDIA |
| Noometry Index | 35.0 | 38.1 |
| Released | 2023-11-02 | 2024-02-20 |
| 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 StarCoder 2 15B leads
DeepSeek Coder 1.3B: 31.2 (#287), StarCoder 2 15B: 36.6
| Benchmark | DeepSeek Coder 1.3B | StarCoder 2 15B |
|---|---|---|
| BigCodeBench Complete | 29.6% | 38.4% |
| HumanEval+ | 60.4% | 37.8% |
| BigCodeBench Instruct | 22.8% | — |
| MBPP+ | 54.8% | — |
Reasoning Not comparable
DeepSeek Coder 1.3B: —, StarCoder 2 15B: —
| Benchmark | DeepSeek Coder 1.3B | StarCoder 2 15B |
|---|---|---|
| Epoch Capabilities Index | 63.6 | 105 |
| WinoGrande | 53.3% | 64.3% |
Math Not comparable
DeepSeek Coder 1.3B: —, StarCoder 2 15B: —
| Benchmark | DeepSeek Coder 1.3B | StarCoder 2 15B |
|---|---|---|
| GSM8K | 4.4% | 57.7% |
Knowledge Not comparable
DeepSeek Coder 1.3B: —, StarCoder 2 15B: —
| Benchmark | DeepSeek Coder 1.3B | StarCoder 2 15B |
|---|---|---|
| ARC (AI2) Challenge | 25.4% | 47.2% |
| MMLU | 25.8% | 64.1% |
Frequently asked questions
Is DeepSeek Coder 1.3B better than StarCoder 2 15B?
Neither DeepSeek Coder 1.3B nor StarCoder 2 15B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Is DeepSeek Coder 1.3B or StarCoder 2 15B better for coding?
StarCoder 2 15B scores higher on coding benchmarks: 36.6 versus 31.2 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 1.3B and StarCoder 2 15B share?
7 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and StarCoder 2 15B has 7.