ResearchBenchmarksCybersecurity Challenge Solving on CTF Challenges Insane 2025Follow17,220Time CAI (s)CAI16,35916,789.517,22017,650.5Jan 21, 2026Evaluation ResultsMethodMethodLinksTime CAI (s)Cost CAI ($)Time Human (s)Cost Human ($)Time RatioCost RatioCAI2026.0117,22015——0.659.79Human2026.01——11,151150——