# Nova 2.0 Pro Preview vs Phi-3.5-mini

> Nova 2.0 Pro Preview has enough public results to be ranked (#241); Phi-3.5-mini does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/nova-2-0-pro-preview-vs-phi-3-5-mini
- 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 34.0.
- Phi-3.5-mini has downloadable open weights; the other is API-only.

## Snapshot

| | Nova 2.0 Pro Preview | Phi-3.5-mini |
|---|---|---|
| Provider | Amazon | Microsoft |
| Noometry Index | 32.8 | 36.4 |
| Rank | 241 | — |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Proprietary | Open |

## Coding

- Nova 2.0 Pro Preview: 40.2 (#130)
- Phi-3.5-mini: 34.0 (#231)

| Benchmark | Nova 2.0 Pro Preview | Phi-3.5-mini |
|---|---|---|
| SciCode | 42.7% | — |
| BigCodeBench Instruct | — | 32.8% |
| BigCodeBench Complete | — | 38.5% |

## Agentic & Tool Use

- Nova 2.0 Pro Preview: 21.9 (#127)
- Phi-3.5-mini: —

| Benchmark | Nova 2.0 Pro Preview | Phi-3.5-mini |
|---|---|---|
| GDP.pdf | 2% | — |

## Reasoning

- Nova 2.0 Pro Preview: 21.7 (#189)
- Phi-3.5-mini: —

| Benchmark | Nova 2.0 Pro Preview | Phi-3.5-mini |
|---|---|---|
| CritPt | 0% | — |
| PIQA | — | 81% |

## Math

- Nova 2.0 Pro Preview: —
- Phi-3.5-mini: —

| Benchmark | Nova 2.0 Pro Preview | Phi-3.5-mini |
|---|---|---|
| GSM8K | — | 86.2% |

## Knowledge

- Nova 2.0 Pro Preview: —
- Phi-3.5-mini: —

| Benchmark | Nova 2.0 Pro Preview | Phi-3.5-mini |
|---|---|---|
| BoolQ | — | 78% |

## FAQ

### Is Nova 2.0 Pro Preview better than Phi-3.5-mini?

Nova 2.0 Pro Preview has enough public results to be ranked (#241); Phi-3.5-mini does not yet, so treat this comparison as directional.

### Is Nova 2.0 Pro Preview or Phi-3.5-mini better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 34.0 in the Noometry coding category.

### How many benchmarks do Nova 2.0 Pro Preview and Phi-3.5-mini share?

0 benchmarks have published results for both models. Nova 2.0 Pro Preview has 3 scored results on Noometry and Phi-3.5-mini has 5.