# Amazon Nova Lite vs Olmo 7b Instruct

> Amazon Nova Lite is the stronger model overall, scoring 31.9 to 30.3 on the Noometry Index.

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

## Summary

- They share 10 benchmarks with published results for both. Amazon Nova Lite scores higher in 5 categories and Olmo 7b Instruct in 1 category; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Lite leads 42.1 to 25.8.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| Provider | Amazon | Allen Institute for AI (Ai2) |
| Noometry Index | 31.9 | 30.3 |
| Rank | 265 | 295 |
| Context | 300K | — |
| Input $/M | $0.06 | — |
| Output $/M | $0.24 | — |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- Olmo 7b Instruct: 29.6 (#303)

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1239 | 1016 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- Olmo 7b Instruct: 18.8 (#274)

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1220 | 993 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 27.8 (#247)
- Olmo 7b Instruct: 30.2 (#237)

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1227 | 1018 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| LMArena Expert | 1201 | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.5 (#123)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- Olmo 7b Instruct: 24.0 (#291)

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1208 | 977 |
| LMArena Chinese | 1225 | 1014 |
| LMArena Russian | 1216 | 947 |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Spanish | 1226 | — |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- Olmo 7b Instruct: 49.0 (#301)

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1205 | 978 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- Olmo 7b Instruct: —

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1234 | — |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- Olmo 7b Instruct: 25.8 (#303)

| Benchmark | Amazon Nova Lite | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1229 | 1032 |
| LMArena Creative Writing | 1197 | 990 |
| LMArena Multi-Turn | 1199 | 1007 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

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

Amazon Nova Lite is the stronger model overall, scoring 31.9 to 30.3 on the Noometry Index.

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

Amazon Nova Lite scores higher on coding benchmarks: 32.5 versus 29.6 in the Noometry coding category.

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

10 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Olmo 7b Instruct has 10.