Model comparison
o1-pro vs StarCoder 2 7B
o1-pro has enough public results to be ranked (#271); StarCoder 2 7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
NVIDIASummary
- StarCoder 2 7B has downloadable open weights; the other is API-only.
Side by side
| o1-pro | StarCoder 2 7B | |
|---|---|---|
| Provider | OpenAI | NVIDIA |
| Noometry Index | 31.5 | 37.0 |
| Released | 2025-03-19 | 2024-02-20 |
| Weights | Proprietary | Open |
| Context window | 200K | — |
| Max output | 100K | — |
| Input $ / M tokens | $150 | — |
| Output $ / M tokens | $600 | — |
| Results tracked | 3 | 7 |
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Category by category
Coding Not comparable
o1-pro: —, StarCoder 2 7B: 34.8
| Benchmark | o1-pro | StarCoder 2 7B |
|---|---|---|
| BigCodeBench Complete | — | 27.7% |
| HumanEval+ | — | 29.9% |
Reasoning Not comparable
o1-pro: 20.4 (#239), StarCoder 2 7B: —
| Benchmark | o1-pro | StarCoder 2 7B |
|---|---|---|
| ARC-AGI-1 | 23.3% | — |
| EnigmaEval | 6.1% | — |
| Epoch Capabilities Index | — | 93.56 |
| WinoGrande | — | 57.1% |
Math Not comparable
o1-pro: —, StarCoder 2 7B: —
| Benchmark | o1-pro | StarCoder 2 7B |
|---|---|---|
| GSM8K | — | 32.7% |
Knowledge Not comparable
o1-pro: 29.7 (#234), StarCoder 2 7B: —
| Benchmark | o1-pro | StarCoder 2 7B |
|---|---|---|
| Humanity's Last Exam | 8.1% | — |
| ARC (AI2) Challenge | — | 38.7% |
| MMLU | — | 38.8% |
Frequently asked questions
Is o1-pro better than StarCoder 2 7B?
o1-pro has enough public results to be ranked (#271); StarCoder 2 7B does not yet, so treat this comparison as directional.
How many benchmarks do o1-pro and StarCoder 2 7B share?
0 benchmarks have published results for both models. o1-pro has 3 scored results on Noometry and StarCoder 2 7B has 7.