Composer 2 vs o1-pro

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Composer 2 is clearly ahead on the aggregate, 62 to 45. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Composer 2's sharpest advantage is in agentic, where it averages 61.7 against 39.7. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 61.7% to 40%.

o1-pro is also the more expensive model on tokens at $150.00 input / $600.00 output per 1M tokens, versus $0.50 input / $2.50 output per 1M tokens for Composer 2. That is roughly 240.0x on output cost alone.

Quick Verdict

Pick Composer 2 if you want the stronger benchmark profile. o1-pro only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Agentic

Composer 2

Composer 2

61.7

o1-pro

39.7

61.7%
Terminal-Bench 2.0
40%
Coming soon
BrowseComp
50%
Coming soon
OSWorld-Verified
32%

Coding

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

73.7%
SWE Multilingual
Coming soon
97.2%
React Native Evals
Coming soon
Coming soon
SWE-bench Pro
23%

Multimodal & Grounded

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MMMU-Pro
48%
Coming soon
OfficeQA Pro
49%

Reasoning

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
LongBench v2
54%
Coming soon
MRCRv2
59%

Knowledge

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
GPQA
79%
Coming soon
FrontierScience
63%

Instruction Following

Coming soon

Benchmark data for this category is coming soon.

Multilingual

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MMLU-ProX
52%

Mathematics

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
AIME 2024
86%

Frequently Asked Questions

Which is better, Composer 2 or o1-pro?

Composer 2 is ahead overall, 62 to 45. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 61.7% and 40%.

Which is better for agentic tasks, Composer 2 or o1-pro?

Composer 2 has the edge for agentic tasks in this comparison, averaging 61.7 versus 39.7. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

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