# Amazon Nova Lite vs Gemma 4 31B IT

> Gemma 4 31B IT is the stronger model overall, scoring 43.2 to 31.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-gemma-4-31b-it
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Amazon Nova Lite scores higher in 0 categories and Gemma 4 31B IT in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemma 4 31B IT leads 60.7 to 42.3.
- Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $0.09 / $0.34 for Gemma 4 31B IT.
- Amazon Nova Lite accepts more context: 300K tokens versus 262K.
- Gemma 4 31B IT has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| Provider | Amazon | Google |
| Noometry Index | 31.4 | 43.2 |
| Rank | 262 | 85 |
| Context | 300K | 262K |
| Input $/M | $0.06 | $0.09 |
| Output $/M | $0.24 | $0.34 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.0 (#266)
- Gemma 4 31B IT: 41.9 (#98)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Coding | 1239 | 1459 |
| ALE-Bench | 236.25 | 925.5 |
| LMArena WebDev | — | 1364 |
| SciCode | — | 43.4% |
| WeirdML | — | 52.3% |
| LiveBench Coding | 27.5% | — |

## Reasoning

- Amazon Nova Lite: 18.5 (#257)
- Gemma 4 31B IT: 26.4 (#119)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1448 |
| Kagi LLM Benchmark | — | 63.5% |
| NYT Connections (extended) | — | 70.6% |
| CritPt | — | 1.4% |
| Chess Puzzles | — | 5% |
| Thematic Generalization | — | 53% |
| LiveBench Reasoning | 36.7% | — |
| DTBench | — | 82.7% |
| LiveBench Data Analysis | 37.2% | — |
| LMCA | — | 39.3% |
| Surface Evolver Bench | — | 30.6% |
| Epoch Capabilities Index | — | 142.74 |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 25.8 (#243)
- Gemma 4 31B IT: 41.3 (#72)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Math | 1227 | 1464 |
| OTIS Mock AIME 2024-2025 | — | 73.3% |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.0 (#254)
- Gemma 4 31B IT: 37.9 (#141)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| Vectara Hallucination Rate | 6.1% | 7.4% |
| LMArena Expert | 1201 | 1465 |
| GPQA Diamond | — | 75.8% |
| Humanity's Last Exam | 3.6% | — |
| SimpleQA Verified | — | 10.4% |
| MMLU-Pro | 60% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.0 (#118)
- Gemma 4 31B IT: 41.0 (#32)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Vision | 990 | 1278 |
| LMArena Document | — | 1425 |

## Multilingual

- Amazon Nova Lite: 38.2 (#227)
- Gemma 4 31B IT: 54.0 (#52)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Non-English | 1208 | 1431 |
| LMArena Chinese | 1225 | 1478 |
| LMArena French | 1237 | 1436 |
| LMArena Russian | 1216 | 1462 |
| LMArena Spanish | 1225 | 1443 |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |

## Instruction Following

- Amazon Nova Lite: 59.6 (#250)
- Gemma 4 31B IT: 75.6 (#58)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Instruction Following | 1205 | 1433 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#212)
- Gemma 4 31B IT: 44.2 (#67)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Longer Query | 1234 | 1446 |

## Writing & Preference

- Amazon Nova Lite: 42.3 (#232)
- Gemma 4 31B IT: 60.7 (#92)

| Benchmark | Amazon Nova Lite | Gemma 4 31B IT |
|---|---|---|
| LMArena Text | 1229 | 1443 |
| LMArena Creative Writing | 1197 | 1416 |
| LMArena Multi-Turn | 1199 | 1452 |
| EQ-Bench Creative Writing | — | 1368 |
| WildBench | 75% | — |
| EQ-Bench 4 | — | 1120 |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Gemma 4 31B IT?

Gemma 4 31B IT is the stronger model overall, scoring 43.2 to 31.4 on the Noometry Index.

### Which is cheaper, Amazon Nova Lite or Gemma 4 31B IT?

Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; Gemma 4 31B IT lists at $0.09 and $0.34.

### Is Amazon Nova Lite or Gemma 4 31B IT better for coding?

Gemma 4 31B IT scores higher on coding benchmarks: 41.9 versus 32.0 in the Noometry coding category.

### Which has the bigger context window?

Amazon Nova Lite does, with 300K tokens against 262K.

### How many benchmarks do Amazon Nova Lite and Gemma 4 31B IT share?

17 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Gemma 4 31B IT has 35.