# Amazon Nova Pro vs QwQ-32B

> QwQ-32B is the stronger model overall, scoring 39.8 to 31.0 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-pro-vs-qwq-32b
- Last updated: 2026-10-11
- Shared benchmarks: 27

## Summary

- They share 27 benchmarks with published results for both. Amazon Nova Pro scores higher in 0 categories and QwQ-32B in 8 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in long context, where QwQ-32B leads 49.0 to 38.1.
- The biggest single-benchmark swing is LiveBench Reasoning: 32.6% for Amazon Nova Pro and 83.5% for QwQ-32B.
- QwQ-32B has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| Provider | Amazon | Alibaba (Qwen) |
| Noometry Index | 31.0 | 39.8 |
| Rank | 281 | 159 |
| Context | 300K | — |
| Input $/M | $0.80 | — |
| Output $/M | $3.20 | — |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Pro: 35.1 (#229)
- QwQ-32B: 35.4 (#226)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LiveBench Coding | 38.1% | 72.2% |
| LMArena Coding | 1270 | 1333 |
| Aider Polyglot | — | 20.9% |
| BigCodeBench Instruct | — | 44.6% |
| BigCodeBench Complete | — | 54.4% |

## Agentic & Tool Use

- Amazon Nova Pro: 16.7 (#147)
- QwQ-32B: —

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |

## Reasoning

- Amazon Nova Pro: 20.0 (#243)
- QwQ-32B: 23.7 (#174)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LiveBench Reasoning | 32.6% | 83.5% |
| LMArena Hard Prompts | 1246 | 1325 |
| LiveBench Data Analysis | 48.3% | 65% |
| Epoch Capabilities Index | 123.8 | 137.6 |
| LiveBench | 43.5% | 72% |
| Chess Puzzles | — | 5% |
| ForecastBench | — | 58.3 |

## Math

- Amazon Nova Pro: 28.5 (#243)
- QwQ-32B: 38.0 (#143)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LiveBench Math | 38% | 77.8% |
| LMArena Math | 1252 | 1359 |
| OTIS Mock AIME 2024-2025 | — | 59.2% |
| Omni-MATH | 24.2% | — |

## Knowledge

- Amazon Nova Pro: 27.4 (#250)
- QwQ-32B: 37.2 (#158)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| Confabulations | 30.1% | 15.6% |
| LMArena Expert | 1211 | 1324 |
| GPQA Diamond | — | 65.3% |
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |
| MMLU | 82% | — |

## Multimodal

- Amazon Nova Pro: 25.0 (#126)
- QwQ-32B: —

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LMArena Vision | 980 | — |

## Multilingual

- Amazon Nova Pro: 39.7 (#223)
- QwQ-32B: 44.8 (#176)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LMArena Non-English | 1234 | 1305 |
| LMArena Chinese | 1244 | 1378 |
| LMArena French | 1271 | 1336 |
| LMArena German | 1243 | 1313 |
| LMArena Japanese | 1200 | 1262 |
| LMArena Korean | 1203 | 1279 |
| LMArena Russian | 1240 | 1297 |
| LMArena Spanish | 1182 | 1354 |

## Instruction Following

- Amazon Nova Pro: 64.9 (#226)
- QwQ-32B: 72.6 (#137)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LiveBench Instruction Following | 67.1% | 81.8% |
| LMArena Instruction Following | 1235 | 1297 |
| IFEval | 81.5% | — |

## Long Context

- Amazon Nova Pro: 38.1 (#205)
- QwQ-32B: 49.0 (#11)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LMArena Longer Query | 1255 | 1308 |
| Fiction.LiveBench | — | 83.3% |

## Writing & Preference

- Amazon Nova Pro: 43.9 (#226)
- QwQ-32B: 50.6 (#180)

| Benchmark | Amazon Nova Pro | QwQ-32B |
|---|---|---|
| LMArena Text | 1259 | 1329 |
| LMArena Creative Writing | 1212 | 1288 |
| Short-Story Creative Writing | 60.5% | 80.2% |
| LMArena Multi-Turn | 1246 | 1314 |
| LiveBench Language | 37% | 51.4% |
| EQ-Bench Creative Writing | — | 1257 |
| WildBench | 77.7% | — |

## FAQ

### Is Amazon Nova Pro better than QwQ-32B?

QwQ-32B is the stronger model overall, scoring 39.8 to 31.0 on the Noometry Index.

### Is Amazon Nova Pro or QwQ-32B better for coding?

They score almost the same on coding (35.1 vs 35.4); test both on your own repository before choosing.

### How many benchmarks do Amazon Nova Pro and QwQ-32B share?

27 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and QwQ-32B has 36.