Model comparison
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.
Last verified . 13 shared benchmarks.
TencentSummary
- 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.
Side by side
| Amazon Nova Pro | Hunyuan Large Vision | |
|---|---|---|
| Provider | Amazon | Tencent |
| Noometry Index | 31.0 | 37.6 |
| Released | 2024-12-03 | — |
| Weights | Proprietary | Proprietary |
| Context window | 300K | — |
| Max output | 10K | — |
| Input $ / M tokens | $0.80 | — |
| Output $ / M tokens | $3.20 | — |
| Results tracked | 38 | 13 |
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Category by category
Coding Hunyuan Large Vision leads
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 Not comparable
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 Hunyuan Large Vision leads
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 Hunyuan Large Vision leads
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 Hunyuan Large Vision leads
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 Hunyuan Large Vision leads
Amazon Nova Pro: 25.0 (#126), Hunyuan Large Vision: 35.7 (#83)
| Benchmark | Amazon Nova Pro | Hunyuan Large Vision |
|---|---|---|
| LMArena Vision | 980 | 1180 |
Multilingual Too close to call
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 Too close to call
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 Too close to call
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 Hunyuan Large Vision leads
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% | — |
Frequently asked questions
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.