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StepFun: Step 3.7 Flash vs OpenAI GPT Mini Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-05-31.

StepFun: Step 3.7 Flash OpenAI GPT Mini Latest
Vendorstepfun~openai
Quality Score100100
Input Price$0.20/M$0.75/M
Output Price$1.15/M$4.50/M
Context Window256,000400,000
Max Output256,000128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--

Who wins by task?

TaskStepFun: Step 3.7 FlashOpenAI GPT Mini Latest
SQL Generation 131 133
Code Review 126 132
Code Completion 128 130
Code Refactoring 127 136
Bug Fixing 130 136
Unit Test Generation 121 124
Code Documentation 126 130
Regex Writing 119 119
CI/CD Pipelines 117 120
CSV / Spreadsheet Cleanup 128 133
ETL Scripting 122 128
JSON Extraction 131 130
Bulk Data Labeling 129 128
OCR / Document Parsing 128 131
Table Extraction from PDFs 128 131
Long-Document Summarization 129 137
Short-Form Summarization 123 123
Blog Post Writing 119 121

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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