Model comparison
Claude Opus 4.1 vs Nova 2.0 Pro Preview
Claude Opus 4.1 is the stronger model overall, scoring 41.0 to 33.4 on the Noometry Index.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in agentic & tool use, where Claude Opus 4.1 leads 35.0 to 21.9.
Side by side
| Claude Opus 4.1 | Nova 2.0 Pro Preview | |
|---|---|---|
| Provider | Anthropic | Amazon |
| Noometry Index | 41.0 | 33.4 |
| Released | 2025-08-05 | 2025-12-02 |
| Weights | Proprietary | Proprietary |
| Context window | 200K | — |
| Max output | 32K | — |
| Input $ / M tokens | $15 | — |
| Output $ / M tokens | $75 | — |
| Results tracked | 48 | 3 |
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Category by category
Coding Claude Opus 4.1 leads
Claude Opus 4.1: 44.4 (#73), Nova 2.0 Pro Preview: 40.8 (#133)
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| SWE-bench Verified | 73.3% | — |
| LMArena WebDev | 1390 | — |
| SciCode | — | 42.7% |
| WeirdML | 45.9% | — |
| LMArena Coding | 1479 | — |
| ALE-Bench | 674.77 | — |
| AlgoTune | 1.34 | — |
Agentic & Tool Use Claude Opus 4.1 leads
Claude Opus 4.1: 35.0 (#41), Nova 2.0 Pro Preview: 21.9 (#136)
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| Terminal-Bench | 38% | — |
| GDPval | 43.6% | — |
| Cybench | 42% | — |
| DeepResearch Bench | 48.3% | — |
| GDP.pdf | — | 2% |
| LMArena Search | 1148 | — |
| METR Time Horizons | 66.8% | — |
Reasoning Claude Opus 4.1 leads
Claude Opus 4.1: 32.2 (#76), Nova 2.0 Pro Preview: 22.4 (#194)
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| SimpleBench | 60% | — |
| CritPt | — | 0% |
| Chess Puzzles | 7% | — |
| EnigmaEval | 7.2% | — |
| EBR-Bench | 7.9% | — |
| LMArena Hard Prompts | 1443 | — |
| Mystery Game Puzzles | 21% | — |
| DTBench | 80% | — |
| LMCA | 37.1% | — |
| Epoch Capabilities Index | 144.12 | — |
| ForecastBench | 62 | — |
Math Not comparable
Claude Opus 4.1: 22.3 (#277), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| FrontierMath (Tiers 1-3) | 12.6% | — |
| FrontierMath Tier 4 | 2.4% | — |
| OTIS Mock AIME 2024-2025 | 68.9% | — |
| LMArena Math | 1431 | — |
| FrontierMath (Feb 2025 set) | 7.2% | — |
| FrontierMath Tier 4 (v1) | 4.2% | — |
Knowledge Not comparable
Claude Opus 4.1: 42.0 (#101), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| GPQA Diamond | 77.3% | — |
| Humanity's Last Exam | 11.5% | — |
| Confabulations | 17.1% | — |
| Vectara Hallucination Rate | 11.8% | — |
| LMArena Expert | 1439 | — |
Multimodal Not comparable
Claude Opus 4.1: 26.8 (#119), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| VPCT | 35% | — |
Multilingual Not comparable
Claude Opus 4.1: 52.0 (#95), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 1405 | — |
| LMArena Chinese | 1427 | — |
| LMArena French | 1431 | — |
| LMArena German | 1413 | — |
| LMArena Japanese | 1378 | — |
| LMArena Korean | 1380 | — |
| LMArena Russian | 1422 | — |
| LMArena Spanish | 1448 | — |
Instruction Following Not comparable
Claude Opus 4.1: 75.6 (#58), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1435 | — |
Long Context Not comparable
Claude Opus 4.1: 44.5 (#63), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1455 | — |
Writing & Preference Not comparable
Claude Opus 4.1: 62.4 (#74), Nova 2.0 Pro Preview: —
| Benchmark | Claude Opus 4.1 | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1419 | — |
| LMArena Creative Writing | 1412 | — |
| Short-Story Creative Writing | 84.7% | — |
| LMArena Multi-Turn | 1444 | — |
Frequently asked questions
Is Claude Opus 4.1 better than Nova 2.0 Pro Preview?
Claude Opus 4.1 is the stronger model overall, scoring 41.0 to 33.4 on the Noometry Index.
Is Claude Opus 4.1 or Nova 2.0 Pro Preview better for coding?
Claude Opus 4.1 scores higher on coding benchmarks: 44.4 versus 40.8 in the Noometry coding category.
How many benchmarks do Claude Opus 4.1 and Nova 2.0 Pro Preview share?
0 benchmarks have published results for both models. Claude Opus 4.1 has 48 scored results on Noometry and Nova 2.0 Pro Preview has 3.