StepFun has released the Step-5-Preview, a 600‑billion‑parameter model with a 27‑billion‑parameter variant supporting a 1‑million‑token context. It is positioned as the company's flagship for agentic tasks, showing frontier‑level performance in software engineering and professional knowledge work, especially in finance.