# Granite 4.1 8b vs Nova 2.0 Pro Preview

> Granite 4.1 8b is the stronger model overall, scoring 36.8 to 32.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/granite-4-1-8b-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 29.9.
- Granite 4.1 8b has downloadable open weights; the other is API-only.

## Snapshot

| | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| Provider | IBM | Amazon |
| Noometry Index | 36.8 | 32.8 |
| Rank | 202 | 241 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- Granite 4.1 8b: 29.9 (#291)
- Nova 2.0 Pro Preview: 40.2 (#130)

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena WebDev | 1190 | — |
| SciCode | — | 42.7% |
| LMArena Coding | 1313 | — |

## Agentic & Tool Use

- Granite 4.1 8b: —
- Nova 2.0 Pro Preview: 21.9 (#127)

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| GDP.pdf | — | 2% |

## Reasoning

- Granite 4.1 8b: 24.6 (#142)
- Nova 2.0 Pro Preview: 21.7 (#189)

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| CritPt | — | 0% |
| LMArena Hard Prompts | 1294 | — |

## Math

- Granite 4.1 8b: 33.8 (#167)
- Nova 2.0 Pro Preview: —

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Math | 1311 | — |

## Knowledge

- Granite 4.1 8b: 35.5 (#171)
- Nova 2.0 Pro Preview: —

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Expert | 1310 | — |

## Multilingual

- Granite 4.1 8b: 41.8 (#199)
- Nova 2.0 Pro Preview: —

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 1261 | — |
| LMArena Chinese | 1335 | — |
| LMArena Russian | 1238 | — |

## Instruction Following

- Granite 4.1 8b: 67.0 (#198)
- Nova 2.0 Pro Preview: —

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1268 | — |

## Long Context

- Granite 4.1 8b: 38.7 (#188)
- Nova 2.0 Pro Preview: —

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1275 | — |

## Writing & Preference

- Granite 4.1 8b: 48.3 (#199)
- Nova 2.0 Pro Preview: —

| Benchmark | Granite 4.1 8b | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1291 | — |
| LMArena Creative Writing | 1249 | — |
| LMArena Multi-Turn | 1269 | — |

## FAQ

### Is Granite 4.1 8b better than Nova 2.0 Pro Preview?

Granite 4.1 8b is the stronger model overall, scoring 36.8 to 32.8 on the Noometry Index.

### Is Granite 4.1 8b or Nova 2.0 Pro Preview better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.2 versus 29.9 in the Noometry coding category.

### How many benchmarks do Granite 4.1 8b and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. Granite 4.1 8b has 13 scored results on Noometry and Nova 2.0 Pro Preview has 3.