# Claude Opus 4.1 vs o1-pro

> Claude Opus 4.1 is the stronger model overall, scoring 40.8 to 31.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/claude-opus-4-1-vs-o1-pro
- Last updated: 2026-10-10
- Shared benchmarks: 2

## Summary

- They share 2 benchmarks with published results for both. Claude Opus 4.1 scores higher in 2 categories and o1-pro in 0 categories; 2 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Claude Opus 4.1 leads 41.9 to 29.3.
- Claude Opus 4.1 is cheaper at $15 / $75 per million input/output tokens, against $150 / $600 for o1-pro.

## Snapshot

| | Claude Opus 4.1 | o1-pro |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Noometry Index | 40.8 | 31.2 |
| Rank | 136 | 264 |
| Context | 200K | 200K |
| Input $/M | $15 | $150 |
| Output $/M | $75 | $600 |
| Weights | Proprietary | Proprietary |

## Coding

- Claude Opus 4.1: 44.3 (#69)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| SWE-bench Verified | 73.3% | — |
| LMArena WebDev | 1390 | — |
| WeirdML | 45.9% | — |
| LMArena Coding | 1479 | — |
| ALE-Bench | 674.77 | — |
| AlgoTune | 1.34 | — |

## Agentic & Tool Use

- Claude Opus 4.1: 34.8 (#38)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| Terminal-Bench | 38% | — |
| GDPval | 43.6% | — |
| Cybench | 42% | — |
| DeepResearch Bench | 48.3% | — |
| LMArena Search | 1148 | — |
| METR Time Horizons | 66.8% | — |

## Reasoning

- Claude Opus 4.1: 31.6 (#70)
- o1-pro: 20.2 (#223)

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| EnigmaEval | 7.2% | 6.1% |
| SimpleBench | 60% | — |
| ARC-AGI-1 | — | 23.3% |
| Chess Puzzles | 7% | — |
| EBR-Bench | 7.9% | — |
| LMArena Hard Prompts | 1443 | — |
| Mystery Game Puzzles | 21% | — |
| DTBench | 80% | — |
| LMCA | 37.1% | — |
| Epoch Capabilities Index | 144.11 | — |
| ForecastBench | 62 | — |

## Math

- Claude Opus 4.1: 22.0 (#267)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | 12.6% | — |
| FrontierMath Tier 4 | 2.4% | — |
| OTIS Mock AIME 2024-2025 | 68.9% | — |
| LMArena Math | 1430 | — |
| FrontierMath (Feb 2025 set) | 7.2% | — |
| FrontierMath Tier 4 (v1) | 4.2% | — |

## Knowledge

- Claude Opus 4.1: 41.9 (#93)
- o1-pro: 29.3 (#227)

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| Humanity's Last Exam | 11.5% | 8.1% |
| GPQA Diamond | 77.3% | — |
| Confabulations | 17.1% | — |
| Vectara Hallucination Rate | 11.8% | — |
| LMArena Expert | 1439 | — |

## Multimodal

- Claude Opus 4.1: 26.2 (#114)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| VPCT | 35% | — |

## Multilingual

- Claude Opus 4.1: 52.1 (#90)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| LMArena Non-English | 1405 | — |
| LMArena Chinese | 1427 | — |
| LMArena French | 1432 | — |
| LMArena German | 1412 | — |
| LMArena Japanese | 1378 | — |
| LMArena Korean | 1381 | — |
| LMArena Russian | 1421 | — |
| LMArena Spanish | 1448 | — |

## Instruction Following

- Claude Opus 4.1: 75.8 (#53)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| LMArena Instruction Following | 1436 | — |

## Long Context

- Claude Opus 4.1: 44.5 (#60)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| LMArena Longer Query | 1455 | — |

## Writing & Preference

- Claude Opus 4.1: 62.6 (#70)
- o1-pro: —

| Benchmark | Claude Opus 4.1 | o1-pro |
|---|---|---|
| LMArena Text | 1419 | — |
| LMArena Creative Writing | 1412 | — |
| Short-Story Creative Writing | 84.7% | — |
| LMArena Multi-Turn | 1444 | — |

## FAQ

### Is Claude Opus 4.1 better than o1-pro?

Claude Opus 4.1 is the stronger model overall, scoring 40.8 to 31.2 on the Noometry Index.

### Which is cheaper, Claude Opus 4.1 or o1-pro?

Claude Opus 4.1 is cheaper. It lists at $15 per million input tokens and $75 per million output tokens; o1-pro lists at $150 and $600.

### Which has the bigger context window?

Both accept 200K tokens.

### How many benchmarks do Claude Opus 4.1 and o1-pro share?

2 benchmarks have published results for both models. Claude Opus 4.1 has 48 scored results on Noometry and o1-pro has 3.