# Amazon Nova Lite vs Granite 3.0 8b Instruct

> Amazon Nova Lite and Granite 3.0 8b Instruct score almost the same on the Noometry Index (31.9 vs 31.6), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-granite-3-0-8b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 12

## Summary

- They share 12 benchmarks with published results for both. Amazon Nova Lite scores higher in 5 categories and Granite 3.0 8b Instruct in 3 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Lite leads 42.1 to 31.1.
- Granite 3.0 8b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| Provider | Amazon | IBM |
| Noometry Index | 31.9 | 31.6 |
| Rank | 265 | 270 |
| Context | 300K | — |
| Input $/M | $0.06 | — |
| Output $/M | $0.24 | — |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- Granite 3.0 8b Instruct: 29.7 (#301)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Coding | 1239 | 1112 |
| BigCodeBench Instruct | — | 29.3% |
| LiveBench Coding | 27.5% | — |
| BigCodeBench Complete | — | 35.4% |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- Granite 3.0 8b Instruct: 20.9 (#230)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1092 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 27.8 (#247)
- Granite 3.0 8b Instruct: 32.8 (#210)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Math | 1227 | 1143 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- Granite 3.0 8b Instruct: 29.6 (#236)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Expert | 1201 | 1087 |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.5 (#123)
- Granite 3.0 8b Instruct: —

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- Granite 3.0 8b Instruct: 27.2 (#276)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Non-English | 1208 | 1037 |
| LMArena Chinese | 1225 | 1063 |
| LMArena Russian | 1216 | 1060 |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Spanish | 1226 | — |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- Granite 3.0 8b Instruct: 56.0 (#276)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Instruction Following | 1205 | 1088 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- Granite 3.0 8b Instruct: 34.0 (#252)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Longer Query | 1234 | 1122 |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- Granite 3.0 8b Instruct: 31.1 (#285)

| Benchmark | Amazon Nova Lite | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Text | 1229 | 1096 |
| LMArena Creative Writing | 1197 | 1071 |
| LMArena Multi-Turn | 1199 | 1063 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Granite 3.0 8b Instruct?

Amazon Nova Lite and Granite 3.0 8b Instruct score almost the same on the Noometry Index (31.9 vs 31.6), so choose on price, context window or the category you care about most.

### Is Amazon Nova Lite or Granite 3.0 8b Instruct better for coding?

Amazon Nova Lite scores higher on coding benchmarks: 32.5 versus 29.7 in the Noometry coding category.

### How many benchmarks do Amazon Nova Lite and Granite 3.0 8b Instruct share?

12 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Granite 3.0 8b Instruct has 14.