# Amazon Nova Pro vs Olmo 7b Instruct

> Amazon Nova Pro and Olmo 7b Instruct score almost the same on the Noometry Index (31.0 vs 30.3), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/amazon-nova-pro-vs-olmo-7b-instruct
- Last updated: 2026-10-11
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Amazon Nova Pro scores higher in 5 categories and Olmo 7b Instruct in 1 category; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Pro leads 43.9 to 25.8.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| Provider | Amazon | Allen Institute for AI (Ai2) |
| Noometry Index | 31.0 | 30.3 |
| Rank | 281 | 295 |
| Context | 300K | — |
| Input $/M | $0.80 | — |
| Output $/M | $3.20 | — |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Pro: 35.1 (#229)
- Olmo 7b Instruct: 29.6 (#303)

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1270 | 1016 |
| LiveBench Coding | 38.1% | — |

## Agentic & Tool Use

- Amazon Nova Pro: 16.7 (#147)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |

## Reasoning

- Amazon Nova Pro: 20.0 (#243)
- Olmo 7b Instruct: 18.8 (#274)

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1246 | 993 |
| LiveBench Reasoning | 32.6% | — |
| LiveBench Data Analysis | 48.3% | — |
| Epoch Capabilities Index | 123.8 | — |
| LiveBench | 43.5% | — |

## Math

- Amazon Nova Pro: 28.5 (#243)
- Olmo 7b Instruct: 30.2 (#237)

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1252 | 1018 |
| Omni-MATH | 24.2% | — |
| LiveBench Math | 38% | — |

## Knowledge

- Amazon Nova Pro: 27.4 (#250)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Confabulations | 30.1% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| LMArena Expert | 1211 | — |
| MMLU | 82% | — |

## Multimodal

- Amazon Nova Pro: 25.0 (#126)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Vision | 980 | — |

## Multilingual

- Amazon Nova Pro: 39.7 (#223)
- Olmo 7b Instruct: 24.0 (#291)

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1234 | 977 |
| LMArena Chinese | 1244 | 1014 |
| LMArena Russian | 1240 | 947 |
| LMArena French | 1271 | — |
| LMArena German | 1243 | — |
| LMArena Japanese | 1200 | — |
| LMArena Korean | 1203 | — |
| LMArena Spanish | 1182 | — |

## Instruction Following

- Amazon Nova Pro: 64.9 (#226)
- Olmo 7b Instruct: 49.0 (#301)

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1235 | 978 |
| LiveBench Instruction Following | 67.1% | — |
| IFEval | 81.5% | — |

## Long Context

- Amazon Nova Pro: 38.1 (#205)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1255 | — |

## Writing & Preference

- Amazon Nova Pro: 43.9 (#226)
- Olmo 7b Instruct: 25.8 (#303)

| Benchmark | Amazon Nova Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1259 | 1032 |
| LMArena Creative Writing | 1212 | 990 |
| LMArena Multi-Turn | 1246 | 1007 |
| Short-Story Creative Writing | 60.5% | — |
| WildBench | 77.7% | — |
| LiveBench Language | 37% | — |

## FAQ

### Is Amazon Nova Pro better than Olmo 7b Instruct?

Amazon Nova Pro and Olmo 7b Instruct score almost the same on the Noometry Index (31.0 vs 30.3), so choose on price, context window or the category you care about most.

### Is Amazon Nova Pro or Olmo 7b Instruct better for coding?

Amazon Nova Pro scores higher on coding benchmarks: 35.1 versus 29.6 in the Noometry coding category.

### How many benchmarks do Amazon Nova Pro and Olmo 7b Instruct share?

10 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and Olmo 7b Instruct has 10.