# Amazon Nova Lite vs Laguna M.1

> Amazon Nova Lite and Laguna M.1 score almost the same on the Noometry Index (31.4 vs 31.9), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-laguna-m-1
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Amazon Nova Lite leads 25.8 to 20.3.
- Amazon Nova Lite accepts more context: 300K tokens versus 262K.
- Laguna M.1 has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| Provider | Amazon | Poolside |
| Noometry Index | 31.4 | 31.9 |
| Rank | 262 | 252 |
| Context | 300K | 262K |
| Input $/M | $0.06 | — |
| Output $/M | $0.24 | — |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.0 (#266)
- Laguna M.1: 36.4 (#195)

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LMArena WebDev | — | 1348 |
| LiveBench Coding | 27.5% | — |
| LMArena Coding | 1239 | — |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 18.5 (#257)
- Laguna M.1: 21.9 (#187)

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LiveBench Reasoning | 36.7% | — |
| LMArena Hard Prompts | 1220 | — |
| LiveBench Data Analysis | 37.2% | — |
| Surface Evolver Bench | — | 15.6% |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 25.8 (#243)
- Laguna M.1: 20.3 (#276)

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| ProofBench | — | 0% |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
| LMArena Math | 1227 | — |

## Knowledge

- Amazon Nova Lite: 26.0 (#254)
- Laguna M.1: —

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| 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: 25.0 (#118)
- Laguna M.1: —

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.2 (#227)
- Laguna M.1: —

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LMArena Non-English | 1208 | — |
| LMArena Chinese | 1225 | — |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Russian | 1216 | — |
| LMArena Spanish | 1225 | — |

## Instruction Following

- Amazon Nova Lite: 59.6 (#250)
- Laguna M.1: —

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
| LMArena Instruction Following | 1205 | — |

## Long Context

- Amazon Nova Lite: 37.4 (#212)
- Laguna M.1: —

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LMArena Longer Query | 1234 | — |

## Writing & Preference

- Amazon Nova Lite: 42.3 (#232)
- Laguna M.1: —

| Benchmark | Amazon Nova Lite | Laguna M.1 |
|---|---|---|
| LMArena Text | 1229 | — |
| LMArena Creative Writing | 1197 | — |
| WildBench | 75% | — |
| LMArena Multi-Turn | 1199 | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Laguna M.1?

Amazon Nova Lite and Laguna M.1 score almost the same on the Noometry Index (31.4 vs 31.9), so choose on price, context window or the category you care about most.

### Is Amazon Nova Lite or Laguna M.1 better for coding?

Laguna M.1 scores higher on coding benchmarks: 36.4 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 Laguna M.1 share?

0 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Laguna M.1 has 3.