ResearchBenchmarksCybersecurity Challenge Solving on CTF Challenges Hard 2025Follow37,935Time CAI (s)CAI36,038.2536,986.62537,93538,883.375Jan 21, 2026Evaluation ResultsMethodMethodLinksTime CAI (s)Cost CAI ($)Time Human (s)Cost Human ($)Time RatioCost RatioCAI2026.0137,9356.88——9168Human2026.01——34,569465——