reasoning benchmark
SimpleQA Verified
SimpleQA Verified is a curated, reliability-focused subset of SimpleQA that addresses label noise and redundancy in the original benchmark, measuring short-form parametric factual accuracy of large language models on fact-seeking questions with single, indisputable answers.
Updated Aug 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
SimpleQA Verified leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | MI | 31.0% | 100.0% | 1 | C |
SimpleQA Verified highlights
The top published results on this benchmark's own scale.
What is SimpleQA Verified?
Definition and scoring fields from the benchmark registry.
SimpleQA Verified is a curated, reliability-focused subset of SimpleQA that addresses label noise and redundancy in the original benchmark, measuring short-form parametric factual accuracy of large language models on fact-seeking questions with single, indisputable answers.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- SimpleQA Verified
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- simpleqa-verified|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about SimpleQA Verified.
Which model scores highest on SimpleQA Verified?
MAI-Thinking-1 is currently ranked first with 31.0%.
What does SimpleQA Verified measure?
SimpleQA Verified is a curated, reliability-focused subset of SimpleQA that addresses label noise and redundancy in the original benchmark, measuring short-form parametric factual accuracy of large language models on fact-seeking questions with single, indisputable answers.
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.