Step 3.5 Flash 2603

Step 3.5 Flash 2603 is optimized for high-frequency agentic and coding workflows with improved token efficiency and faster reasoning. NOTE: This model runs via StepFun, which may log and train on your prompts.

  • Reasoning

Added Apr 14, 2026

Pricing

Auto routing · per 1M tokens
Input
$0.10
Output
$0.30
Compare provider prices

Specifications

Context window
256K
Max output
256K
Parameters
196B / 11B
Total / active
Avg output (7d)
2.1K tokens
Longer than 93% of models

Benchmarks

Sourced from Artificial Analysis.

Intelligence Index

17.0

Better than 64% of models compared

Agentic work

T²-Bench Telecom (legacy)

Legacy fallback · Conversational AI agents in dual-control scenarios

87.4%

Better than 81% of models compared

Document reasoning

AA-LCR v1.1

Long context reasoning with updated grading

63.0%

Better than 53% of models compared

Reasoning

HLE

Humanity's Last Exam

24.5%

Better than 72% of models compared

IFBench

Instruction-following benchmark

66.5%

Better than 79% of models compared

CritPt

Research-level physics reasoning

2.3%

Coding

Terminal-Bench Hard (legacy)

Legacy fallback · Agentic coding and terminal use

32.6%

Better than 76% of models compared

Knowledge

AA-Omniscience Accuracy

Proportion of correctly answered questions

24.6%

AA-Omniscience Hallucination Rate

Rate of incorrect answers among non-correct responses

91.3%

Legacy benchmarks

GPQA Diamond (legacy)

Graduate-level scientific reasoning

82.6%

Better than 71% of models compared

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

63.0%

Better than 53% of models compared

Last updated Oct 15, 2026

Artificial Analysis

Providers

Auto routing is available for this model. Explicit provider selection is not available.

Loading provider options…