StepFun

15 models across 2 families · Latest: Step 5 Preview (2026-09)

One of China's leading AI 'Six Tigers'.

CodingRAGAgentsLong contextVisionJSON / Tool useBusiness
StepFun releases · 6 in the last 12 monthsChangelog →

StepFun's portfolio covers 14 active models across 2 current families, spanning coding, rag, and agents. Open a model detail page to compare provider routes and sourced benchmarks.

Covers 6 workload areas across 14 active tracked models; last verified 2026-10-17.

Use it for

  • Teams evaluating coding, rag, and agents across this lab's releases
  • Comparing model families before committing to a flagship
  • Migration and pricing follow-ups across 14 tracked models

Do not use it for

  • Choosing a hosting provider without opening a model page for price ladders

Active models

14

Current models from this lab, excluding deprecated ones

Active families

2

Current model families from this lab

Open catalog

1 open

0 open source / 1 open weights

Lowest output price

$0.300 /1M

Cheapest tracked output across active models, per 1M tokens

Latest dated release

2026-09-20

Step 5 Preview

Freshness

2026-10-17

Researched 10d ago

fresh

Information

Founded2023
Shanghai, China

Release cadence

Dated releases
5
Latest model
Step 5 Preview
Latest date
2026-09-20

Where this lab wins

  • Coding: 2 tracked models with SWE-bench / HumanEval-style scores.
  • RAG: 3 tracked models with ruler / needle retrieval benchmarks.
  • Agentic: 4 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
  • Long-context: 7 tracked models with context-token or InfiniteBench-class signal.

Flagship quality / price signal

Selection source
Best sourced coding Q/$
Coding grade
B
Benchmark / output price
swe-bench-verified 74.4 · $0.300/1M

About

StepFun (阶跃星辰) is a Chinese AI startup founded in April 2023 that develops large-scale foundation models for text generation, multimodal understanding, audio processing, and agentic tool use. The company has released Step-1 and Step-2 models, StepAudio models, and open-weight Flash models including Step 3.5 Flash and Step 3.7 Flash.

Featured models

ModelReleasedContextInput price ($/1M)Output price ($/1M)LicenseOpenness
Step 5 Preview2026-09-201M$1.00$2.70StepFun Model License 1.0Open weights
Step 3.7 Flash2026-05-29256K$0.20$1.15ProprietaryProprietary
StepAudio 2.5 Realtime2026-05-24---ProprietaryProprietary

Model families

Recent releases

  1. Step 5 Preview- 2026-09-20
  2. Step 3.7 Flash- 2026-05-29
  3. StepAudio 2.5 Realtime- 2026-05-24
  4. StepAudio 2.5 ASR- 2026-05-22
  5. StepAudio 2.5 TTS- 2026-04-16

Top comparisons

Explore related pages

Last reviewed: 2026-10-17. Data sourced from public lab announcements and provider documentation.