reasoning benchmark
GPQA Chemistry
Chemistry subset of GPQA, containing challenging multiple-choice questions written by domain experts in chemistry. These Google-proof questions require graduate-level knowledge and reasoning.
Updated Aug 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
GPQA Chemistry leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | OP | 64.7% | 100.0% | 1 | C |
GPQA Chemistry highlights
The top published results on this benchmark's own scale.
What is GPQA Chemistry?
Definition and scoring fields from the benchmark registry.
Chemistry subset of GPQA, containing challenging multiple-choice questions written by domain experts in chemistry. These Google-proof questions require graduate-level knowledge and reasoning.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- GPQA Chemistry
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- gpqa-chemistry|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about GPQA Chemistry.
Which model scores highest on GPQA Chemistry?
o1 is currently ranked first with 64.7%.
What does GPQA Chemistry measure?
Chemistry subset of GPQA, containing challenging multiple-choice questions written by domain experts in chemistry. These Google-proof questions require graduate-level knowledge and reasoning.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.