# Amazon Nova Pro vs Hunyuan Large Vision

> Hunyuan Large Vision is the stronger model overall, scoring 37.6 to 31.0 on the Noometry Index.

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

## Summary

- They share 13 benchmarks with published results for both. Amazon Nova Pro scores higher in 0 categories and Hunyuan Large Vision in 9 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in multimodal, where Hunyuan Large Vision leads 35.7 to 25.0.

## Snapshot

| | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| Provider | Amazon | Tencent |
| Noometry Index | 31.0 | 37.6 |
| Rank | 281 | 202 |
| Context | 300K | — |
| Input $/M | $0.80 | — |
| Output $/M | $3.20 | — |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Pro: 35.1 (#229)
- Hunyuan Large Vision: 38.3 (#180)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Coding | 1270 | 1308 |
| LiveBench Coding | 38.1% | — |

## Agentic & Tool Use

- Amazon Nova Pro: 16.7 (#147)
- Hunyuan Large Vision: —

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |

## Reasoning

- Amazon Nova Pro: 20.0 (#243)
- Hunyuan Large Vision: 24.8 (#158)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Hard Prompts | 1246 | 1257 |
| LiveBench Reasoning | 32.6% | — |
| LiveBench Data Analysis | 48.3% | — |
| Epoch Capabilities Index | 123.8 | — |
| LiveBench | 43.5% | — |

## Math

- Amazon Nova Pro: 28.5 (#243)
- Hunyuan Large Vision: 35.5 (#183)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Math | 1252 | 1268 |
| Omni-MATH | 24.2% | — |
| LiveBench Math | 38% | — |

## Knowledge

- Amazon Nova Pro: 27.4 (#250)
- Hunyuan Large Vision: 34.4 (#196)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Expert | 1211 | 1252 |
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Confabulations | 30.1% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| MMLU | 82% | — |

## Multimodal

- Amazon Nova Pro: 25.0 (#126)
- Hunyuan Large Vision: 35.7 (#83)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Vision | 980 | 1180 |

## Multilingual

- Amazon Nova Pro: 39.7 (#223)
- Hunyuan Large Vision: 39.9 (#221)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Non-English | 1234 | 1236 |
| LMArena Chinese | 1244 | 1287 |
| LMArena Russian | 1240 | 1243 |
| LMArena French | 1271 | — |
| LMArena German | 1243 | — |
| LMArena Japanese | 1200 | — |
| LMArena Korean | 1203 | — |
| LMArena Spanish | 1182 | — |

## Instruction Following

- Amazon Nova Pro: 64.9 (#226)
- Hunyuan Large Vision: 65.8 (#215)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Instruction Following | 1235 | 1251 |
| LiveBench Instruction Following | 67.1% | — |
| IFEval | 81.5% | — |

## Long Context

- Amazon Nova Pro: 38.1 (#205)
- Hunyuan Large Vision: 38.9 (#189)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Longer Query | 1255 | 1280 |

## Writing & Preference

- Amazon Nova Pro: 43.9 (#226)
- Hunyuan Large Vision: 46.5 (#218)

| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Text | 1259 | 1263 |
| LMArena Creative Writing | 1212 | 1248 |
| LMArena Multi-Turn | 1246 | 1254 |
| Short-Story Creative Writing | 60.5% | — |
| WildBench | 77.7% | — |
| LiveBench Language | 37% | — |

## FAQ

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

Hunyuan Large Vision is the stronger model overall, scoring 37.6 to 31.0 on the Noometry Index.

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

Hunyuan Large Vision scores higher on coding benchmarks: 38.3 versus 35.1 in the Noometry coding category.

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

13 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and Hunyuan Large Vision has 13.