APEX-Agents evaluates AI agents on long-horizon, cross-application tasks. It contains 480 realistic workplace scenarios designed by investment bankers, management consultants, and corporate lawyers. Agents must navigate file and tool environments autonomously and produce multi-step deliverables. It uses Pass@1 scoring.