# Amazon Nova Lite vs Gemma 3 4B

> Amazon Nova Lite is the stronger model overall, scoring 31.4 to 27.9 on the Noometry Index. Gemma 3 4B costs 2.1× less per token, which makes it the better buy when Amazon Nova Lite's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-gemma-3-4b
- Last updated: 2026-10-10
- Shared benchmarks: 13

## Summary

- They share 13 benchmarks with published results for both. Amazon Nova Lite scores higher in 4 categories and Gemma 3 4B in 4 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Amazon Nova Lite leads 26.0 to 11.8.
- Gemma 3 4B is cheaper at $0.04 / $0.08 per million input/output tokens, against $0.06 / $0.24 for Amazon Nova Lite.
- Amazon Nova Lite accepts more context: 300K tokens versus 131K.
- Gemma 3 4B has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| Provider | Amazon | Google |
| Noometry Index | 31.4 | 27.9 |
| Rank | 262 | 320 |
| Context | 300K | 131K |
| Input $/M | $0.06 | $0.04 |
| Output $/M | $0.24 | $0.08 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.0 (#266)
- Gemma 3 4B: 35.3 (#214)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Coding | 1239 | 1230 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |

## Agentic & Tool Use

- Amazon Nova Lite: —
- Gemma 3 4B: 20.7 (#134)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 19.6% |

## Reasoning

- Amazon Nova Lite: 18.5 (#257)
- Gemma 3 4B: 12.7 (#330)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1253 |
| Kagi LLM Benchmark | — | 25.2% |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | 36.7% | — |
| DTBench | — | 50.9% |
| LiveBench Data Analysis | 37.2% | — |
| LMCA | — | 2.8% |
| Epoch Capabilities Index | — | 116.02 |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 25.8 (#243)
- Gemma 3 4B: 15.8 (#286)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Math | 1227 | 1239 |
| OTIS Mock AIME 2024-2025 | — | 7.5% |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.0 (#254)
- Gemma 3 4B: 11.8 (#294)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| Vectara Hallucination Rate | 6.1% | 6.4% |
| LMArena Expert | 1201 | 1223 |
| GPQA Diamond | — | 23.2% |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.0 (#118)
- Gemma 3 4B: —

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.2 (#227)
- Gemma 3 4B: 42.7 (#189)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Non-English | 1208 | 1273 |
| LMArena German | 1229 | 1281 |
| LMArena Russian | 1216 | 1294 |
| LMArena Chinese | 1225 | — |
| LMArena French | 1237 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Spanish | 1225 | — |

## Instruction Following

- Amazon Nova Lite: 59.6 (#250)
- Gemma 3 4B: 65.4 (#219)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Instruction Following | 1205 | 1239 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#212)
- Gemma 3 4B: 38.6 (#189)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Longer Query | 1234 | 1274 |

## Writing & Preference

- Amazon Nova Lite: 42.3 (#232)
- Gemma 3 4B: 42.2 (#234)

| Benchmark | Amazon Nova Lite | Gemma 3 4B |
|---|---|---|
| LMArena Text | 1229 | 1291 |
| LMArena Creative Writing | 1197 | 1270 |
| LMArena Multi-Turn | 1199 | 1255 |
| EQ-Bench Creative Writing | — | 1068 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Gemma 3 4B?

Amazon Nova Lite is the stronger model overall, scoring 31.4 to 27.9 on the Noometry Index. Gemma 3 4B costs 2.1× less per token, which makes it the better buy when Amazon Nova Lite's lead doesn't matter for your workload.

### Which is cheaper, Amazon Nova Lite or Gemma 3 4B?

Gemma 3 4B is cheaper. It lists at $0.04 per million input tokens and $0.08 per million output tokens; Amazon Nova Lite lists at $0.06 and $0.24.

### Is Amazon Nova Lite or Gemma 3 4B better for coding?

Gemma 3 4B scores higher on coding benchmarks: 35.3 versus 32.0 in the Noometry coding category.

### Which has the bigger context window?

Amazon Nova Lite does, with 300K tokens against 131K.

### How many benchmarks do Amazon Nova Lite and Gemma 3 4B share?

13 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Gemma 3 4B has 22.