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stepfun/step-5-preview

Step 5 Preview is StepFun’s proprietary AI model, released Sep 18, 2026. It costs $1/M input and $2.70/M output tokens, and handles a 1M-token context window. Its strongest use case is reasoning & knowledge, where it ranks in the 91st percentile of the models Model Beat tracks.

Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters).

Context
1M
Input
$1 / 1M
Output
$2.70 / 1M
Released
Sep 18, 2026
Modalities
textimagevideo→text
Strongest atReasoning & Knowledge top 9%Coding top 17%

Benchmarks

Scores on standardized evaluations. Higher is better — and rank shows where Step 5 Preview lands among all models tracked on Model Beat.

87.0
Intelligence Index
Epoch AI
87th percentile of tracked models
83.0
Coding Index
Epoch AI
83rd percentile of tracked models

Reasoning

1 evals
Humanity's Last Exam46.5%

Frontier of human expert knowledge

Coding

2 evals
SciCode58.9%

Scientific research coding

WebDev Arena1570

Human-rated web development

In the news

2

Changelog

4
  • Step 5 Preview: context window changed from 1,048,576 to 1,000,000 tokenscontext · Nov 11, 2026
  • Step 5 Preview: context window changed from 1,000,000 to 1,048,576 tokenscontext · Oct 29, 2026
  • Step 5 Preview: context window changed from 1,048,576 to 1,000,000 tokenscontext · Oct 29, 2026
  • Step 5 Preview: context window changed from 1,000,000 to 1,048,576 tokenscontext · Oct 15, 2026

Compare Step 5 Preview with

Frequently asked questions

What is Step 5 Preview?

Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters).

Who created Step 5 Preview?

Step 5 Preview is an AI model developed by StepFun, released Sep 18, 2026.

How much does Step 5 Preview cost?

Step 5 Preview's list price from StepFun is $1 per million input tokens and $2.70 per million output tokens.

What is Step 5 Preview's context window?

Step 5 Preview supports a context window of up to 1M tokens.

How does Step 5 Preview perform on benchmarks?

On standardized evaluations tracked by Epoch AI, Step 5 Preview scores 58.9% on SciCode, 46.5% on Humanity's Last Exam, 1570 on WebDev Arena.

Is Step 5 Preview open source?

Step 5 Preview is a proprietary model (API access), available through its provider's API rather than as a downloadable open-weight model.

Benchmark data from Epoch AI (CC BY) and Artificial Analysis; pricing, specs & descriptions from OpenRouter. Data updated Nov 12, 2026.