Symbolica's Agentic SDK Scores 36% on ARC-AGI-3 Day 1 — Frontier LLMs Score Under 1%

r/singularity / Symbolica AI / ARC Prize·high signal

Symbolica AI's Agentica SDK achieved an unverified 36.08% on the new ARC-AGI-3 benchmark (113/182 playable levels, 7/25 games), spending just $1,005 in compute. For comparison, Claude Opus 4.6 scored 0.25% for $8,900, GPT-5.4 scored 0.26%, and Gemini 3.1 Pro led frontier models at just 0.37%. The 100x performance gap between Symbolica's agentic approach and chain-of-thought prompting suggests the benchmark specifically rewards skill-acquisition architectures over raw model scale.