46% of open-source AI agents dropped from top rankings over 28 weeks, as new projects like ApodexAI, Human-Agent-Society, and specialized coding agents enter the leaderboard. The landscape shows rapid turnover with coding and software engineering agents dominating new entries, alongside workflow orchestration and autonomous agent frameworks.