Model comparison
Nova 2.0 Pro Preview vs Qwen3.5 397B-A17B
Qwen3.5 397B-A17B is the stronger model overall, scoring 46.0 to 33.4 on the Noometry Index.
Last verified . 0 shared benchmarks.
Alibaba (Qwen)Summary
- The widest gap is in reasoning, where Qwen3.5 397B-A17B leads 34.5 to 22.4.
- Qwen3.5 397B-A17B has downloadable open weights; the other is API-only.
Side by side
| Nova 2.0 Pro Preview | Qwen3.5 397B-A17B | |
|---|---|---|
| Provider | Amazon | Alibaba (Qwen) |
| Noometry Index | 33.4 | 46.0 |
| Released | 2025-12-02 | 2026-02-01 |
| Weights | Proprietary | Open |
| Context window | — | 262K |
| Max output | — | 66K |
| Input $ / M tokens | — | $0.60 |
| Output $ / M tokens | — | $3.60 |
| Results tracked | 3 | 36 |
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Category by category
Coding Qwen3.5 397B-A17B leads
Nova 2.0 Pro Preview: 40.8 (#133), Qwen3.5 397B-A17B: 42.0 (#114)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| LMArena WebDev | — | 1400 |
| SciCode | 42.7% | — |
| LMArena Coding | — | 1465 |
Agentic & Tool Use Qwen3.5 397B-A17B leads
Nova 2.0 Pro Preview: 21.9 (#136), Qwen3.5 397B-A17B: 33.3 (#53)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| APEX-Agents | — | 24.9% |
| τ²-bench Airline | — | 81.5% |
| τ²-bench Banking | — | 9.8% |
| τ²-bench Retail | — | 84.4% |
| τ²-bench Telecom | — | 97.8% |
| GDP.pdf | 2% | — |
Reasoning Qwen3.5 397B-A17B leads
Nova 2.0 Pro Preview: 22.4 (#194), Qwen3.5 397B-A17B: 34.5 (#70)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| Kagi LLM Benchmark | — | 73.7% |
| NYT Connections (extended) | — | 58.9% |
| CritPt | 0% | — |
| Chess Puzzles | — | 13% |
| Thematic Generalization | — | 65.1% |
| LMArena Hard Prompts | — | 1448 |
| Mystery Game Puzzles | — | 18% |
| DTBench | — | 87.5% |
| LMCA | — | 37.9% |
| Epoch Capabilities Index | — | 146.65 |
Math Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 46.1 (#73)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 31.2% |
| OTIS Mock AIME 2024-2025 | — | 88.9% |
| LMArena Math | — | 1454 |
Knowledge Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 53.3 (#58)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| GPQA Diamond | — | 86.4% |
| LMArena Expert | — | 1462 |
Multimodal Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 40.7 (#44)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| LMArena Vision | — | 1263 |
Multilingual Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 53.7 (#59)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| LMArena Non-English | — | 1430 |
| LMArena Chinese | — | 1500 |
| LMArena French | — | 1461 |
| LMArena German | — | 1447 |
| LMArena Japanese | — | 1426 |
| LMArena Korean | — | 1384 |
| LMArena Russian | — | 1429 |
| LMArena Spanish | — | 1441 |
Instruction Following Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 75.0 (#77)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| LMArena Instruction Following | — | 1424 |
Long Context Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 44.1 (#74)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| LMArena Longer Query | — | 1442 |
Writing & Preference Not comparable
Nova 2.0 Pro Preview: —, Qwen3.5 397B-A17B: 62.3 (#79)
| Benchmark | Nova 2.0 Pro Preview | Qwen3.5 397B-A17B |
|---|---|---|
| LMArena Text | — | 1438 |
| LMArena Creative Writing | — | 1401 |
| EQ-Bench Creative Writing | — | 1478 |
| LMArena Multi-Turn | — | 1446 |
Frequently asked questions
Is Nova 2.0 Pro Preview better than Qwen3.5 397B-A17B?
Qwen3.5 397B-A17B is the stronger model overall, scoring 46.0 to 33.4 on the Noometry Index.
Is Nova 2.0 Pro Preview or Qwen3.5 397B-A17B better for coding?
Qwen3.5 397B-A17B scores higher on coding benchmarks: 42.0 versus 40.8 in the Noometry coding category.
How many benchmarks do Nova 2.0 Pro Preview and Qwen3.5 397B-A17B share?
0 benchmarks have published results for both models. Nova 2.0 Pro Preview has 3 scored results on Noometry and Qwen3.5 397B-A17B has 36.