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o1-pro

OpenAIEstablishedReleased December 2024
Overall Score
Est. 30Prov. #88 of 112
Arena Elo
N/A
Categories Ranked
4of 8
Price (1M tokens)
$150 in / $600 out
Speed
N/A
Context
200K
ProprietaryReasoning
Confidence
pro

According to BenchLM.ai, o1-pro ranks #88 out of 112 models on the provisional leaderboard with an overall score of 30/100. It does not yet have enough sourced coverage for BenchLM's verified leaderboard. While not a frontier model, it offers specific advantages depending on the use case.

o1-pro is a proprietary model with a 200K token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.

o1-pro sits inside the o1 family alongside o1, o1-preview. This profile currently has 1 of 153 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.

Its strongest category is Reasoning (#67), while its weakest is Multimodal & Grounded (#95). This performance profile makes it particularly strong for complex reasoning, multi-step problem solving, and analytical tasks.

Ranking Distribution

Category rank across 5 benchmark categories — sorted by best rank

Category Performance

Scores across all benchmark categories (0-100 scale)

Category Breakdown

Agentic

#89
17.8/ 100
Weight: 22%0 benchmarks
Terminal-Bench 2.0BrowseCompOSWorld-VerifiedGAIATAU-benchWebArena

Coding

16.1/ 100
Weight: 20%0 benchmarks
SWE-bench VerifiedLiveCodeBenchSWE-bench ProSWE-RebenchSciCode

Reasoning

#67
33.1/ 100
Weight: 17%0 benchmarks
MuSRLongBench v2MRCRv2ARC-AGI-2

Knowledge

60.4/ 100
Weight: 12%1 benchmark
GPQASuperGPQAMMLU-ProHLEFrontierScienceSimpleQA

Math

0.0/ 100
Weight: 5%0 benchmarks
AIME 2025BRUMO 2025MATH-500FrontierMath

Multilingual

#95
0.0/ 100
Weight: 7%0 benchmarks
MGSMMMLU-ProX

Multimodal

#95
18.9/ 100
Weight: 12%0 benchmarks
MMMU-ProOfficeQA Pro

Inst. Following

0.0/ 100
Weight: 5%0 benchmarks
IFEvalIFBench

Benchmark Details

Only benchmark rows with an attached exact-source record are shown here. Source-unverified manual rows and generated rows are hidden from model pages.

o1 Family

Pro

Canonical Entry

o1

Frequently Asked Questions

How does o1-pro perform overall in AI benchmarks?

o1-pro currently ranks #88 out of 112 models on BenchLM's provisional leaderboard with an overall score of 30 (estimated). It is created by OpenAI and features a 200K context window.

Is o1-pro good for knowledge and understanding?

o1-pro has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.

Which sibling models are related to o1-pro?

o1-pro belongs to the o1 family. Related variants on BenchLM include o1, o1-preview.

Does o1-pro have full benchmark coverage on BenchLM?

Not yet. o1-pro currently has 1 published benchmark scores out of the 153 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.

What is the context window size of o1-pro?

o1-pro has a context window of 200K, which determines how much text it can process in a single interaction.

Last updated: April 23, 2026 · Runtime metrics stay blank until BenchLM has a sourced snapshot.

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