ResearchBenchmarksCybersecurity Challenge Solving on CTF Challenges Medium 2025Follow29,821Time CAI (s)CAI28,329.9529,075.47529,82130,566.525Jan 21, 2026Evaluation ResultsMethodMethodLinksTime CAI (s)Cost CAI ($)Time Human (s)Cost Human ($)Time RatioCost RatioCAI2026.0129,82141——11115Human2026.01——353,7044,765——