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.
- Reasoning
- Vision
- Video Input
- Tool Calling
- Parallel Tool Calls
- Structured Output
Added Sep 20, 2026
Pricing
Auto routing · per 1M tokens- Input
- $1.00
- Output
- $2.70
- Cache read
- $0.050
Specifications
- Context window
- 1M
- Max output
- 1M
- Parameters
- 600B / 27B
- Total / active
- Avg output (7d)
- 1.6K tokens
- Longer than 85% of models
Benchmarks
Benchmarks
Sourced from Artificial Analysis.
Intelligence Index
43.7
Agentic work
AutomationBench-AA
Workflow automation with guardrail penalties
51.0%
Better than 66% of models compared
AutomationBench-AA Tasks Completed
Fully completed workflows without guardrail violations
17.7%
Better than 20% of models compared
Harvey LAB-AA
Legal agentic work criterion pass rate
93.4%
Better than 89% of models compared
AA-Briefcase
Agentic knowledge work (Elo)
1424 Elo
Better than 79% of models compared
GDPval-AA v2
Economically valuable tasks (Elo)
1587 Elo
Better than 88% of models compared
Document reasoning
GDP.pdf
Professional PDF reasoning: all-pass rate
14.8%
Better than 56% of models compared
AA-LCR v1.1
Long context reasoning with updated grading
88.3%
Better than 99% of models compared
MLCR-AA
Medical long-context reasoning
16.7%
Better than 56% of models compared
Reasoning
HLE
Humanity's Last Exam
46.5%
Better than 94% of models compared
Coding
Terminal-Bench v4.0
Practical coding and terminal tasks
33.3%
Better than 83% of models compared
SciCode
Python programming for scientific computing
58.9%
Better than 93% of models compared
Legacy benchmarks
AA-LCR (unversioned / legacy)
Long context reasoning evaluation
88.3%
Better than 99% of models compared
Last updated Oct 10, 2026
Artificial AnalysisProviders
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