Model comparison
Claude 2 vs StarCoder 2 7B
Claude 2 has enough public results to be ranked (#346); StarCoder 2 7B does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
NVIDIASummary
- They share 3 benchmarks with published results for both.
- StarCoder 2 7B has downloadable open weights; the other is API-only.
Side by side
| Claude 2 | StarCoder 2 7B | |
|---|---|---|
| Provider | Anthropic | NVIDIA |
| Noometry Index | 25.0 | 37.0 |
| Released | 2023-07-11 | 2024-02-20 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 8 | 7 |
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Category by category
Coding Not comparable
Claude 2: —, StarCoder 2 7B: 34.8
| Benchmark | Claude 2 | StarCoder 2 7B |
|---|---|---|
| HumanEval+ | 61.6% | 29.9% |
| BigCodeBench Complete | — | 27.7% |
Reasoning Not comparable
Claude 2: 21.7 (#216), StarCoder 2 7B: —
| Benchmark | Claude 2 | StarCoder 2 7B |
|---|---|---|
| Epoch Capabilities Index | 120.13 | 93.56 |
| DTBench | 51.9% | — |
| WinoGrande | — | 57.1% |
Math Not comparable
Claude 2: 9.3 (#320), StarCoder 2 7B: —
| Benchmark | Claude 2 | StarCoder 2 7B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| MATH Level 5 | 11.7% | — |
| GSM8K | — | 32.7% |
Knowledge Not comparable
Claude 2: 16.9 (#287), StarCoder 2 7B: —
| Benchmark | Claude 2 | StarCoder 2 7B |
|---|---|---|
| MMLU | 78.5% | 38.8% |
| GPQA Diamond | 34.7% | — |
| ARC (AI2) Challenge | — | 38.7% |
| TriviaQA | 87.5% | — |
Frequently asked questions
Is Claude 2 better than StarCoder 2 7B?
Claude 2 has enough public results to be ranked (#346); StarCoder 2 7B does not yet, so treat this comparison as directional.
How many benchmarks do Claude 2 and StarCoder 2 7B share?
3 benchmarks have published results for both models. Claude 2 has 8 scored results on Noometry and StarCoder 2 7B has 7.