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ARC-AGI-3

Progress Over Time

Interactive timeline showing model performance evolution on ARC-AGI-3

State-of-the-art frontier
Open
Proprietary

ARC-AGI-3 Leaderboard

5 models
ContextCostLicense
1—1.1M$10.00 / $50.00
2
Anthropic
Anthropic
—1.0M$5.00 / $25.00
3—1.1M$5.00 / $30.00
4—1.1M$2.00 / $12.00
5—1.1M$0.20 / $1.20
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About this benchmark

What is ARC-AGI-3?

ARC-AGI-3 is the third-generation Abstraction and Reasoning Corpus benchmark, an interactive-reasoning evaluation designed to measure fluid, novel problem-solving ability that remains far from saturated for frontier models.

ARC-AGI-3 is a multimodal benchmark evaluating models on reasoning and general tasks. LLM Stats tracks 5 models on this benchmark, scored on a 0–1 scale. The current average is 0.3, with the leader at 1.0.

Compare leaders on the best AI for reasoning and best AI for general leaderboards.

Current leaders

GPT-6 Astra from OpenAI currently leads the ARC-AGI-3 leaderboard with a score of 0.999 across 5 evaluated AI models.

1GPT-6 AstraOpenAI99.9%
2Claude Opus 5Anthropic30.2%
3GPT-5.6 SolOpenAI7.8%

FAQ

Common questions about the ARC-AGI-3 benchmark and leaderboard.

What is the ARC-AGI-3 benchmark?

ARC-AGI-3 is the third-generation Abstraction and Reasoning Corpus benchmark, an interactive-reasoning evaluation designed to measure fluid, novel problem-solving ability that remains far from saturated for frontier models.

What is the ARC-AGI-3 leaderboard?

The ARC-AGI-3 leaderboard ranks 5 AI models based on their performance on this benchmark. Currently, GPT-6 Astra by OpenAI leads with a score of 0.999. The average score across all models is 0.278.

What is the highest ARC-AGI-3 score?

The highest ARC-AGI-3 score is 0.999, achieved by GPT-6 Astra from OpenAI.

How many models are evaluated on ARC-AGI-3?

5 models have been evaluated on the ARC-AGI-3 benchmark, with 0 verified results and 5 self-reported results.

What categories does ARC-AGI-3 cover?

ARC-AGI-3 is categorized under reasoning and general. The benchmark evaluates multimodal models.

What's the difference between ARC-AGI-3 and ARC-AGI v2?

ARC-AGI-3 is a variant of ARC-AGI v2. See the ARC-AGI v2 leaderboard for the broader benchmark and per-model comparison.

Which model offers the best value on ARC-AGI-3?

Among models scoring within 10% of the leader, GPT-6 Astra from OpenAI is the cheapest, at $10.00 per million input tokens with a score of 0.999.

How recent are the ARC-AGI-3 leaderboard results?

The ARC-AGI-3 leaderboard was last updated in October 2026 and currently includes 5 evaluated models.