# Amazon Nova Lite vs Hunyuan Large Vision

> Hunyuan Large Vision is the stronger model overall, scoring 37.6 to 31.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-hunyuan-large-vision
- Last updated: 2026-10-11
- Shared benchmarks: 13

## Summary

- They share 13 benchmarks with published results for both. Amazon Nova Lite scores higher in 0 categories and Hunyuan Large Vision in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in multimodal, where Hunyuan Large Vision leads 35.7 to 25.5.

## Snapshot

| | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| Provider | Amazon | Tencent |
| Noometry Index | 31.9 | 37.6 |
| Rank | 265 | 202 |
| Context | 300K | — |
| Input $/M | $0.06 | — |
| Output $/M | $0.24 | — |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- Hunyuan Large Vision: 38.3 (#180)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Coding | 1239 | 1308 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- Hunyuan Large Vision: 24.8 (#158)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1257 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 27.8 (#247)
- Hunyuan Large Vision: 35.5 (#183)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Math | 1227 | 1268 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- Hunyuan Large Vision: 34.4 (#196)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Expert | 1201 | 1252 |
| 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)
- Hunyuan Large Vision: 35.7 (#83)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Vision | 990 | 1180 |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- Hunyuan Large Vision: 39.9 (#221)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Non-English | 1208 | 1236 |
| LMArena Chinese | 1225 | 1287 |
| LMArena Russian | 1216 | 1243 |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Spanish | 1226 | — |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- Hunyuan Large Vision: 65.8 (#215)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Instruction Following | 1205 | 1251 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- Hunyuan Large Vision: 38.9 (#189)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Longer Query | 1234 | 1280 |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- Hunyuan Large Vision: 46.5 (#218)

| Benchmark | Amazon Nova Lite | Hunyuan Large Vision |
|---|---|---|
| LMArena Text | 1229 | 1263 |
| LMArena Creative Writing | 1197 | 1248 |
| LMArena Multi-Turn | 1199 | 1254 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Hunyuan Large Vision?

Hunyuan Large Vision is the stronger model overall, scoring 37.6 to 31.9 on the Noometry Index.

### Is Amazon Nova Lite or Hunyuan Large Vision better for coding?

Hunyuan Large Vision scores higher on coding benchmarks: 38.3 versus 32.5 in the Noometry coding category.

### How many benchmarks do Amazon Nova Lite and Hunyuan Large Vision share?

13 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Hunyuan Large Vision has 13.