# Simple RL and Graph Search Outperforms GPT-5.4 by 30x on ARC-AGI-3 - Date: 2026-04-06 - Category: Artificial Intelligence A simple RL+graph-search baseline — not a frontier LLM — scored 12.58% on ARC-AGI-3, outperforming every commercial model by 30x. GPT-5.4 hit 0.26%. Gemini 3.1 Pro: 0.37%. Humans: 100%. ---