# Magistral Small vs Nova 2.0 Pro Preview

> Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 29.9 on the Noometry Index.

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

## Summary

- They share 2 benchmarks with published results for both. Magistral Small scores higher in 0 categories and Nova 2.0 Pro Preview in 2 categories; 2 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Nova 2.0 Pro Preview leads 21.7 to 6.9.
- The biggest single-benchmark swing is SciCode: 35.2% for Magistral Small and 42.7% for Nova 2.0 Pro Preview.
- Magistral Small has downloadable open weights; the other is API-only.

## Snapshot

| | Magistral Small | Nova 2.0 Pro Preview |
|---|---|---|
| Provider | Mistral AI | Amazon |
| Noometry Index | 29.9 | 32.8 |
| Rank | 289 | 241 |
| Context | 128K | — |
| Input $/M | $0.50 | — |
| Output $/M | $1.50 | — |
| Weights | Open | Proprietary |

## Coding

- Magistral Small: 37.8 (#172)
- Nova 2.0 Pro Preview: 40.2 (#130)

| Benchmark | Magistral Small | Nova 2.0 Pro Preview |
|---|---|---|
| SciCode | 35.2% | 42.7% |

## Agentic & Tool Use

- Magistral Small: —
- Nova 2.0 Pro Preview: 21.9 (#127)

| Benchmark | Magistral Small | Nova 2.0 Pro Preview |
|---|---|---|
| GDP.pdf | — | 2% |

## Reasoning

- Magistral Small: 6.9 (#345)
- Nova 2.0 Pro Preview: 21.7 (#189)

| Benchmark | Magistral Small | Nova 2.0 Pro Preview |
|---|---|---|
| CritPt | 0.3% | 0% |
| ARC-AGI-2 | 0% | — |
| Kagi LLM Benchmark | 6.3% | — |
| ARC-AGI-1 | 5% | — |
| Chess Puzzles | 3% | — |
| DTBench | 61.3% | — |
| Epoch Capabilities Index | 133.19 | — |

## Math

- Magistral Small: 24.9 (#253)
- Nova 2.0 Pro Preview: —

| Benchmark | Magistral Small | Nova 2.0 Pro Preview |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 30% | — |

## Knowledge

- Magistral Small: 30.9 (#215)
- Nova 2.0 Pro Preview: —

| Benchmark | Magistral Small | Nova 2.0 Pro Preview |
|---|---|---|
| GPQA Diamond | 56.1% | — |

## FAQ

### Is Magistral Small better than Nova 2.0 Pro Preview?

Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 29.9 on the Noometry Index.

### Is Magistral Small or Nova 2.0 Pro Preview better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 37.8 in the Noometry coding category.

### How many benchmarks do Magistral Small and Nova 2.0 Pro Preview share?

2 benchmarks have published results for both models. Magistral Small has 10 scored results on Noometry and Nova 2.0 Pro Preview has 3.