Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters). It performs strongly in software engineering and professional knowledge work, with particular strength in finance. It is designed for extended tasks that span large codebases and documents, using tools and refining results over multiple steps.
- Context
- 1.0M
- Max output
- 64K
- Released
- 2026-10-08
- Input
- $1/M
- Output
- $2.7/M
- Cache read
- $0.1/M
Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters per token. The model supports a 256K context window and exposes selectable reasoning levels (high/medium/low), letting callers trade off speed, cost, and depth of reasoning. Designed for coding, agentic workflows, structured outputs, and long-context productivity tasks.
- Context
- 262K
- Max output
- 230.4K
- Released
- 2026-05-28
- Input
- $0.2/M
- Output
- $1.15/M
- Cache read
- $0.04/M