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Step 5 Preview

stepfun/step-5-preview
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Step 5 Preview

stepfun/step-5-preview

Step 5 Preview is StepFun's 600B sparse MoE frontier model for production-scale agents, activating 27B parameters per token. It is built for software engineering, long-horizon tool use, research, professional knowledge work, and finance, with native text, image, and video understanding and a 1M-token context window. ⚠️ Note: This model routes through StepFun, so privacy and logging guarantees may be limited.

Added Sep 20, 2026

Context Window

1.0M

Max Output

1.0M

Input Price (Auto)

$1.00/1M

Output Price (Auto)

$2.70/1M

Cache Read (Auto)

$0.050/1M

Capabilities

Benchmarks

Performance metrics and benchmarks

Sourced from Artificial Analysis.

Intelligence Index

43.7

Better than 96% of models compared

Agentic work

AutomationBench-AA

Workflow automation with guardrail penalties

51.0%

Better than 74% of models compared

AutomationBench-AA Tasks Completed

Fully completed workflows without guardrail violations

17.7%

Better than 29% of models compared

AA-Briefcase

Agentic knowledge work (Elo)

1433 Elo

Better than 83% of models compared

GDPval-AA v2

Economically valuable tasks (Elo)

1566 Elo

Better than 91% of models compared

Document reasoning

GDP.pdf

Professional PDF reasoning: all-pass rate

14.8%

Better than 61% of models compared

AA-LCR v1.1

Long context reasoning with updated grading

88.3%

Better than 99% of models compared

Reasoning

HLE

Humanity's Last Exam

46.5%

Better than 96% of models compared

Coding

Terminal-Bench v4.0

Practical coding and terminal tasks

33.3%

Better than 88% of models compared

SciCode

Python programming for scientific computing

58.9%

Better than 96% of models compared

Legacy benchmarks

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

88.3%

Better than 99% of models compared

Last updated Sep 20, 2026

Artificial Analysis

Providers

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