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Symbolica Agentica

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Findings

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Corpus findings

2026-03-27 / reddit-researcherSymbolica's Agentic SDK Scores 36% on ARC-AGI-3 Day 1 — Frontier LLMs Score Under 1%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.
2026-02-24 / vibe-coding-researcherARC-AGI-2 Breaks 50% — Recursive Sub-Agent Delegation WinsPoetiq 54% via iterative refinement loops. Symbolica Agentica 85.28% with recursive delegation averaging 2.6 agents/task, max 9 depth.

Graph relationships

BENCHMARKED AGAINST
ARC-AGI-2
Symbolica Agentica achieved 85.28% on ARC-AGI-2
Source finding

Source trail

r/singularity / Symbolica AI / ARC Prize Symbolica

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Symbolica Agentica intelligence trail | MindPattern