Model comparison
StarCoder 2 15B vs StarCoder 2 3B
Neither StarCoder 2 15B 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.
NVIDIASummary
- They share 7 benchmarks with published results for both. StarCoder 2 15B scores higher in 1 category and StarCoder 2 3B in 0 categories; one gap is clear of the uncertainty.
- The widest gap is in coding, where StarCoder 2 15B leads 36.0 to 32.9.
- The biggest single-benchmark swing is BigCodeBench Complete: 38.4% for StarCoder 2 15B and 21.4% for StarCoder 2 3B.
Side by side
| StarCoder 2 15B | StarCoder 2 3B | |
|---|---|---|
| Provider | NVIDIA | NVIDIA |
| Noometry Index | 37.5 | 35.8 |
| Released | 2024-02-20 | 2024-02-22 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 7 |
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Category by category
Coding StarCoder 2 15B leads
StarCoder 2 15B: 36.0, StarCoder 2 3B: 32.9
| Benchmark | StarCoder 2 15B | StarCoder 2 3B |
|---|---|---|
| BigCodeBench Complete | 38.4% | 21.4% |
| HumanEval+ | 37.8% | 27.4% |
Reasoning Not comparable
StarCoder 2 15B: —, StarCoder 2 3B: —
| Benchmark | StarCoder 2 15B | StarCoder 2 3B |
|---|---|---|
| Epoch Capabilities Index | 104.61 | 88.01 |
| WinoGrande | 64.3% | 57.1% |
Math Not comparable
StarCoder 2 15B: —, StarCoder 2 3B: —
| Benchmark | StarCoder 2 15B | StarCoder 2 3B |
|---|---|---|
| GSM8K | 57.7% | 21.6% |
Knowledge Not comparable
StarCoder 2 15B: —, StarCoder 2 3B: —
| Benchmark | StarCoder 2 15B | StarCoder 2 3B |
|---|---|---|
| ARC (AI2) Challenge | 47.2% | 34.2% |
| MMLU | 64.1% | 36.6% |
Frequently asked questions
Is StarCoder 2 15B better than StarCoder 2 3B?
Neither StarCoder 2 15B nor StarCoder 2 3B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Is StarCoder 2 15B or StarCoder 2 3B better for coding?
StarCoder 2 15B scores higher on coding benchmarks: 36.0 versus 32.9 in the Noometry coding category.
How many benchmarks do StarCoder 2 15B and StarCoder 2 3B share?
7 benchmarks have published results for both models. StarCoder 2 15B has 7 scored results on Noometry and StarCoder 2 3B has 7.