Model comparison
Phi-2 vs StarCoder 2 7B
Neither Phi-2 nor StarCoder 2 7B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 5 shared benchmarks.
Microsoft
NVIDIASummary
- They share 5 benchmarks with published results for both.
Side by side
| Phi-2 | StarCoder 2 7B | |
|---|---|---|
| Provider | Microsoft | NVIDIA |
| Noometry Index | — | 37.0 |
| Released | 2023-12-12 | 2024-02-20 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 11 | 7 |
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Category by category
Coding Not comparable
Phi-2: —, StarCoder 2 7B: 34.8
| Benchmark | Phi-2 | StarCoder 2 7B |
|---|---|---|
| HumanEval+ | 45.1% | 29.9% |
| BigCodeBench Complete | — | 27.7% |
| MBPP+ | 54.2% | — |
Reasoning Not comparable
Phi-2: —, StarCoder 2 7B: —
| Benchmark | Phi-2 | StarCoder 2 7B |
|---|---|---|
| Epoch Capabilities Index | 107.94 | 93.56 |
| WinoGrande | 54.7% | 57.1% |
| Adversarial NLI | 42.5% | — |
| BIG-Bench Hard | 59.4% | — |
| HellaSwag | 53.6% | — |
Math Not comparable
Phi-2: —, StarCoder 2 7B: —
| Benchmark | Phi-2 | StarCoder 2 7B |
|---|---|---|
| GSM8K | — | 32.7% |
Knowledge Not comparable
Phi-2: —, StarCoder 2 7B: —
| Benchmark | Phi-2 | StarCoder 2 7B |
|---|---|---|
| ARC (AI2) Challenge | 75.9% | 38.7% |
| MMLU | 58.4% | 38.8% |
| OpenBookQA | 73.6% | — |
| TriviaQA | 45.2% | — |
Frequently asked questions
Is Phi-2 better than StarCoder 2 7B?
Neither Phi-2 nor StarCoder 2 7B has enough public benchmark results to be ranked yet; the rows below show what has been published.
How many benchmarks do Phi-2 and StarCoder 2 7B share?
5 benchmarks have published results for both models. Phi-2 has 11 scored results on Noometry and StarCoder 2 7B has 7.