LLM Reference
activeReasoning

ARC Prize / ARC Challenge

Metric: ARC-AGI ScoreIntroduced: 2019

Abstraction and Reasoning Corpus (ARC-AGI) with visual grid puzzles testing core reasoning and novel problem-solving. ARC Prize 2024-2025 competitions track annual progress. 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

77.1 – 73.3

best → lowest tracked

Snapshot trend

need ≥2 snapshots

Leaderboard

Tracked models ranked by ARC-AGI Score (higher is better).

Compare candidates
#ModelScore

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 benchmark measure?

Abstraction and Reasoning Corpus (ARC-AGI) with visual grid puzzles testing core reasoning and novel problem-solving. ARC Prize 2024-2025 competitions track annual progress. On this page it ranks 2 tracked models where higher is better.

Is a higher ARC Prize / ARC Challenge 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 Prize / ARC Challenge data?

This benchmark was last reviewed on Jun 7, 2026. Re-check the linked model pages for the freshest provider and pricing detail.

Related benchmarks

Last reviewed: Jun 7, 2026