ARC-AGI-2 High: ARC-AGI-2 — High Effort
High-effort ARC-AGI-2 variant for abstract visual pattern reasoning. Kept separate from general ARC-AGI-2 rows that may use different effort settings. High benchmark score alone doesn't make a model the right pick — weigh it against pricing, API availability, and release date.
Models ranked
2
tracked on this benchmark
Score band
83.3 – 72.1
best → lowest tracked
Snapshot trend
-11.20
Apr 24 → May 28 · 1 models
Leaderboard
Tracked models ranked by Accuracy (higher is better).
Notes: High-effort ARC-AGI-2 variant; kept separate from generic ARC-AGI-2 rows.
Notes: High-effort ARC-AGI-2 variant from secondary source.
How to read this benchmark
This benchmark scores models where higher is better. Scores are useful for directional filtering and shortlisting — not for universal quality ranking. Prefer benchmarks closest to your workload, then validate the linked model pages for pricing, context window, and provider availability.
Trust this score when
- There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
- The model list covers the same version family you can actually deploy today.
- Top candidates overlap with your required routing and feature requirements.
Be cautious when
- There is only one benchmark snapshot or the dataset appears stale.
- The benchmark metric direction is opposite of your decision objective.
- The score difference between options is narrow and likely within implementation variance.
FAQ
What does the ARC-AGI-2 High benchmark measure?
High-effort ARC-AGI-2 variant for abstract visual pattern reasoning. Kept separate from general ARC-AGI-2 rows that may use different effort settings. On this page it lists 2 tracked model variants where higher is better.
Is a higher ARC-AGI-2 — High Effort score always better?
For this benchmark, higher is better. A high score helps you shortlist, but confirm pricing, context window, and provider availability on each model page before committing — the top scorer is not always the right pick for your workload or budget.
How current is this ARC-AGI-2 — High Effort data?
This benchmark was last reviewed on Jun 17, 2026. The tracked score average moved -11.20 points across the last 2 snapshots.
Related benchmarks
Last reviewed: Jun 17, 2026