Benchmark profile
ARC-AGI-1 Semi-Private Evaluation (ARC-AGI-1)
ARC Prize fluid-intelligence benchmark using novel visual grid transformations.
Data verifiedBenchmark score on ARC-AGI-1 — July 24, 2026
BenchLM mirrors the published score view for ARC-AGI-1. Claude Opus 5 leads the public snapshot at 97.50%. BenchLM does not use these results to rank models overall.
Benchmark score table (1 model)
ScoreAbout ARC-AGI-1
Year
2026
Tasks
Semi-private ARC-AGI-1 evaluation set
Format
Verified accuracy
Difficulty
Abstract visual reasoning
The Opus 5 system card reports the ARC Prize Foundation's verified semi-private max-effort result.
BenchLM freshness & provenance
Version
ARC-AGI-1 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
FAQ
What does ARC-AGI-1 measure?
ARC Prize fluid-intelligence benchmark using novel visual grid transformations.
Which model scores highest on ARC-AGI-1?
Claude Opus 5 by Anthropic currently leads with a score of 97.50% on ARC-AGI-1.
How many models are evaluated on ARC-AGI-1?
1 AI models have been evaluated on ARC-AGI-1 on BenchLM.