Frontier Log

Benchmark

ARC-AGI-2

020406080Oct 2025Jan 2026Apr 202613.6%Sonnet 4.531.1%Gemini 3 Pro37.6%Opus 4.552.9%GPT-5.277.1%Gemini 3.1 Pro73.3%GPT-5.475.83%Opus 4.7020406080Oct 2025Jan 2026Apr 202613.6%Sonnet 4.531.1%Gemini 3 Pro37.6%Opus 4.552.9%GPT-5.277.1%Gemini 3.1 Pro75.83%Opus 4.7

Results

ModelScoreSourceHuman-verified
Claude Opus 4.716 Apr 2026 · Anthropic75.83%Claude Opus 4.7 System Cardmax thinking (section 8.11)Not yet
GPT-5.45 Mar 2026 · OpenAI73.3%Introducing GPT-5.4ARC-AGI-2 (Verified)Not yet
Gemini 3.1 Pro19 Feb 2026 · Google77.1%Gemini 3.1 Pro: A smarter model for your most complex tasksARC Prize Verified; Thinking (High)Source imageNot yet
Claude Opus 4.65 Feb 2026 · Anthropic68.8%Claude Opus 4.6max effort and a 120k thinking budget (footnote)Source imageNot yet
Claude Opus 4.65 Feb 2026 · Anthropic69.17%Claude Opus 4.6 System Cardanother report, not charted; as reported by the ARC Prize Foundation, 120k thinking tokens and high effort, private datasetNot yet
GPT-5.211 Dec 2025 · OpenAI52.9%Introducing GPT-5.2ARC-AGI-2 (Verified)Not yet
Claude Opus 4.524 Nov 2025 · Anthropic37.6%Introducing Claude Opus 4.564K thinking budget, default effort (high), averaged over 5 trials (methodology)Source imageNot yet
Gemini 3 Pro18 Nov 2025 · Google31.1%Start building with Gemini 3ARC Prize VerifiedSource imageNot yet
Claude Sonnet 4.529 Sep 2025 · Anthropic13.6%Introducing Claude Opus 4.5reported laterSource imageNot yet

Benchmark

arcprize.orgHigher is better

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