Model comparison
Amazon Nova Pro vs Qwen3-Next 80B-A3B Instruct
Qwen3-Next 80B-A3B Instruct is the stronger model overall, scoring 43.0 to 31.0 on the Noometry Index.
Last verified . 23 shared benchmarks.
Alibaba (Qwen)Summary
- They share 23 benchmarks with published results for both. Amazon Nova Pro scores higher in 1 category and Qwen3-Next 80B-A3B Instruct in 7 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Qwen3-Next 80B-A3B Instruct leads 41.8 to 27.4.
- The biggest single-benchmark swing is Omni-MATH: 24.2% for Amazon Nova Pro and 46.7% for Qwen3-Next 80B-A3B Instruct.
- Qwen3-Next 80B-A3B Instruct is cheaper at $0.50 / $2 per million input/output tokens, against $0.80 / $3.20 for Amazon Nova Pro.
- Amazon Nova Pro accepts more context: 300K tokens versus 131K.
- Qwen3-Next 80B-A3B Instruct has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct | |
|---|---|---|
| Provider | Amazon | Alibaba (Qwen) |
| Noometry Index | 31.0 | 43.0 |
| Released | 2024-12-03 | 2025-09 |
| Weights | Proprietary | Open |
| Context window | 300K | 131K |
| Max output | 10K | 33K |
| Input $ / M tokens | $0.80 | $0.50 |
| Output $ / M tokens | $3.20 | $2 |
| Results tracked | 38 | 25 |
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Category by category
Coding Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 35.1 (#229), Qwen3-Next 80B-A3B Instruct: 42.5 (#98)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| LMArena Coding | 1270 | 1440 |
| LiveBench Coding | 38.1% | — |
Agentic & Tool Use Not comparable
Amazon Nova Pro: 16.7 (#147), Qwen3-Next 80B-A3B Instruct: —
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |
Reasoning Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 20.0 (#243), Qwen3-Next 80B-A3B Instruct: 31.1 (#81)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| LMArena Hard Prompts | 1246 | 1428 |
| Kagi LLM Benchmark | — | 66.7% |
| LiveBench Reasoning | 32.6% | — |
| LiveBench Data Analysis | 48.3% | — |
| Epoch Capabilities Index | 123.8 | — |
| LiveBench | 43.5% | — |
Math Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 28.5 (#243), Qwen3-Next 80B-A3B Instruct: 38.8 (#126)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| Omni-MATH | 24.2% | 46.7% |
| LMArena Math | 1252 | 1440 |
| LiveBench Math | 38% | — |
Knowledge Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 27.4 (#250), Qwen3-Next 80B-A3B Instruct: 41.8 (#106)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| MMLU-Pro | 67.3% | 78.6% |
| Vectara Hallucination Rate | 5.1% | 9.3% |
| GPQA (HELM) | 44.6% | 63% |
| LMArena Expert | 1211 | 1417 |
| Humanity's Last Exam | 4.4% | — |
| Confabulations | 30.1% | — |
| MMLU | 82% | — |
Multimodal Not comparable
Amazon Nova Pro: 25.0 (#126), Qwen3-Next 80B-A3B Instruct: —
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| LMArena Vision | 980 | — |
Multilingual Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 39.7 (#223), Qwen3-Next 80B-A3B Instruct: 52.1 (#93)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| LMArena Non-English | 1234 | 1407 |
| LMArena Chinese | 1244 | 1460 |
| LMArena French | 1271 | 1413 |
| LMArena German | 1243 | 1417 |
| LMArena Japanese | 1200 | 1395 |
| LMArena Korean | 1203 | 1364 |
| LMArena Russian | 1240 | 1404 |
| LMArena Spanish | 1182 | 1435 |
Instruction Following Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 64.9 (#226), Qwen3-Next 80B-A3B Instruct: 70.8 (#159)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| IFEval | 81.5% | 81% |
| LMArena Instruction Following | 1235 | 1389 |
| LiveBench Instruction Following | 67.1% | — |
Long Context Amazon Nova Pro leads
Amazon Nova Pro: 38.1 (#205), Qwen3-Next 80B-A3B Instruct: 37.0 (#223)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| LMArena Longer Query | 1255 | 1403 |
| Fiction.LiveBench | — | 55.6% |
Writing & Preference Qwen3-Next 80B-A3B Instruct leads
Amazon Nova Pro: 43.9 (#226), Qwen3-Next 80B-A3B Instruct: 58.0 (#121)
| Benchmark | Amazon Nova Pro | Qwen3-Next 80B-A3B Instruct |
|---|---|---|
| LMArena Text | 1259 | 1417 |
| LMArena Creative Writing | 1212 | 1334 |
| WildBench | 77.7% | 80.7% |
| LMArena Multi-Turn | 1246 | 1416 |
| Short-Story Creative Writing | 60.5% | — |
| LiveBench Language | 37% | — |
Frequently asked questions
Is Amazon Nova Pro better than Qwen3-Next 80B-A3B Instruct?
Qwen3-Next 80B-A3B Instruct is the stronger model overall, scoring 43.0 to 31.0 on the Noometry Index.
Which is cheaper, Amazon Nova Pro or Qwen3-Next 80B-A3B Instruct?
Qwen3-Next 80B-A3B Instruct is cheaper. It lists at $0.50 per million input tokens and $2 per million output tokens; Amazon Nova Pro lists at $0.80 and $3.20.
Is Amazon Nova Pro or Qwen3-Next 80B-A3B Instruct better for coding?
Qwen3-Next 80B-A3B Instruct scores higher on coding benchmarks: 42.5 versus 35.1 in the Noometry coding category.
Which has the bigger context window?
Amazon Nova Pro does, with 300K tokens against 131K.
How many benchmarks do Amazon Nova Pro and Qwen3-Next 80B-A3B Instruct share?
23 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and Qwen3-Next 80B-A3B Instruct has 25.