# Ministral 8B vs Nova 2.0 Pro Preview

> Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 27.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/ministral-8b-vs-nova-2-0-pro-preview
- 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 34.4.
- Ministral 8B has downloadable open weights; the other is API-only.

## Snapshot

| | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| Provider | Mistral AI | Amazon |
| Noometry Index | 27.8 | 32.8 |
| Rank | 321 | 241 |
| Context | 128K | — |
| Input $/M | $0.10 | — |
| Output $/M | $0.10 | — |
| Weights | Open | Proprietary |

## Coding

- Ministral 8B: 34.4 (#226)
- Nova 2.0 Pro Preview: 40.2 (#130)

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| SciCode | — | 42.7% |
| LMArena Coding | 1202 | — |

## Agentic & Tool Use

- Ministral 8B: 16.2 (#140)
- Nova 2.0 Pro Preview: 21.9 (#127)

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| Berkeley Function Calling Leaderboard | 11.1% | — |
| GDP.pdf | — | 2% |

## Reasoning

- Ministral 8B: 17.7 (#279)
- Nova 2.0 Pro Preview: 21.7 (#189)

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| CritPt | — | 0% |
| LMArena Hard Prompts | 1191 | — |
| DTBench | 45.7% | — |

## Math

- Ministral 8B: 23.7 (#262)
- Nova 2.0 Pro Preview: —

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Math | 1188 | — |
| MATH Level 5 | 14.9% | — |

## Knowledge

- Ministral 8B: 12.5 (#292)
- Nova 2.0 Pro Preview: —

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| GPQA Diamond | 27.1% | — |
| Vectara Hallucination Rate | 7.4% | — |
| LMArena Expert | 1170 | — |

## Multilingual

- Ministral 8B: 35.3 (#242)
- Nova 2.0 Pro Preview: —

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 1165 | — |
| LMArena Chinese | 1193 | — |
| LMArena Russian | 1195 | — |

## Instruction Following

- Ministral 8B: 60.7 (#245)
- Nova 2.0 Pro Preview: —

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1161 | — |

## Long Context

- Ministral 8B: 36.7 (#222)
- Nova 2.0 Pro Preview: —

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1212 | — |

## Writing & Preference

- Ministral 8B: 39.8 (#241)
- Nova 2.0 Pro Preview: —

| Benchmark | Ministral 8B | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1191 | — |
| LMArena Creative Writing | 1175 | — |
| LMArena Multi-Turn | 1166 | — |

## FAQ

### Is Ministral 8B better than Nova 2.0 Pro Preview?

Nova 2.0 Pro Preview is the stronger model overall, scoring 32.8 to 27.8 on the Noometry Index.

### Is Ministral 8B or Nova 2.0 Pro Preview better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 34.4 in the Noometry coding category.

### How many benchmarks do Ministral 8B and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. Ministral 8B has 17 scored results on Noometry and Nova 2.0 Pro Preview has 3.