# Amazon Nova Lite vs Gemma 7B

> Amazon Nova Lite is the stronger model overall, scoring 31.9 to 30.0 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-gemma-7b
- Last updated: 2026-10-11
- Shared benchmarks: 14

## Summary

- They share 14 benchmarks with published results for both. Amazon Nova Lite scores higher in 5 categories and Gemma 7B in 3 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Lite leads 42.1 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| Provider | Amazon | Google |
| Noometry Index | 31.9 | 30.0 |
| Rank | 265 | 299 |
| Context | 300K | — |
| Input $/M | $0.06 | — |
| Output $/M | $0.24 | — |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- Gemma 7B: 30.5 (#294)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Coding | 1239 | 1048 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- Gemma 7B: 19.9 (#249)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1042 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| Epoch Capabilities Index | — | 111.99 |
| HellaSwag | — | 82.2% |
| LiveBench | 36.4% | — |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |

## Math

- Amazon Nova Lite: 27.8 (#247)
- Gemma 7B: 31.2 (#228)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Math | 1227 | 1066 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
| GSM8K | — | 46.4% |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- Gemma 7B: 27.3 (#252)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Expert | 1201 | 1001 |
| MMLU | 77% | 66.1% |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |

## Multimodal

- Amazon Nova Lite: 25.5 (#123)
- Gemma 7B: —

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- Gemma 7B: 25.1 (#287)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1208 | 999 |
| LMArena Chinese | 1225 | 1035 |
| LMArena French | 1237 | 1025 |
| LMArena Russian | 1216 | 993 |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Spanish | 1226 | — |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- Gemma 7B: 51.5 (#295)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1205 | 1017 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- Gemma 7B: 31.1 (#282)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1234 | 1022 |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- Gemma 7B: 27.1 (#302)

| Benchmark | Amazon Nova Lite | Gemma 7B |
|---|---|---|
| LMArena Text | 1229 | 1056 |
| LMArena Creative Writing | 1197 | 1024 |
| LMArena Multi-Turn | 1199 | 963 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Gemma 7B?

Amazon Nova Lite is the stronger model overall, scoring 31.9 to 30.0 on the Noometry Index.

### Is Amazon Nova Lite or Gemma 7B better for coding?

Amazon Nova Lite scores higher on coding benchmarks: 32.5 versus 30.5 in the Noometry coding category.

### How many benchmarks do Amazon Nova Lite and Gemma 7B share?

14 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Gemma 7B has 27.