# Nova 2.0 Pro Preview vs StarCoder 2 7B

> Nova 2.0 Pro Preview has enough public results to be ranked (#241); StarCoder 2 7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/nova-2-0-pro-preview-vs-starcoder-2-7b
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in coding, where Nova 2.0 Pro Preview leads 40.2 to 34.2.
- StarCoder 2 7B has downloadable open weights; the other is API-only.

## Snapshot

| | Nova 2.0 Pro Preview | StarCoder 2 7B |
|---|---|---|
| Provider | Amazon | NVIDIA |
| Noometry Index | 32.8 | 36.5 |
| Rank | 241 | — |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Proprietary | Open |

## Coding

- Nova 2.0 Pro Preview: 40.2 (#130)
- StarCoder 2 7B: 34.2

| Benchmark | Nova 2.0 Pro Preview | StarCoder 2 7B |
|---|---|---|
| SciCode | 42.7% | — |
| BigCodeBench Complete | — | 27.7% |
| HumanEval+ | — | 29.9% |

## Agentic & Tool Use

- Nova 2.0 Pro Preview: 21.9 (#127)
- StarCoder 2 7B: —

| Benchmark | Nova 2.0 Pro Preview | StarCoder 2 7B |
|---|---|---|
| GDP.pdf | 2% | — |

## Reasoning

- Nova 2.0 Pro Preview: 21.7 (#189)
- StarCoder 2 7B: —

| Benchmark | Nova 2.0 Pro Preview | StarCoder 2 7B |
|---|---|---|
| CritPt | 0% | — |
| Epoch Capabilities Index | — | 92.92 |
| WinoGrande | — | 57.1% |

## Math

- Nova 2.0 Pro Preview: —
- StarCoder 2 7B: —

| Benchmark | Nova 2.0 Pro Preview | StarCoder 2 7B |
|---|---|---|
| GSM8K | — | 32.7% |

## Knowledge

- Nova 2.0 Pro Preview: —
- StarCoder 2 7B: —

| Benchmark | Nova 2.0 Pro Preview | StarCoder 2 7B |
|---|---|---|
| ARC (AI2) Challenge | — | 38.7% |
| MMLU | — | 38.8% |

## FAQ

### Is Nova 2.0 Pro Preview better than StarCoder 2 7B?

Nova 2.0 Pro Preview has enough public results to be ranked (#241); StarCoder 2 7B does not yet, so treat this comparison as directional.

### Is Nova 2.0 Pro Preview or StarCoder 2 7B better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 34.2 in the Noometry coding category.

### How many benchmarks do Nova 2.0 Pro Preview and StarCoder 2 7B share?

0 benchmarks have published results for both models. Nova 2.0 Pro Preview has 3 scored results on Noometry and StarCoder 2 7B has 7.