head-to-head

StepFun: Step 3.7 Flash vs Qwen: Qwen3.5 Plus 2026-04-20

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

StepFun: Step 3.7 Flash Qwen: Qwen3.5 Plus 2026-04-20
Vendorstepfunqwen
Quality Score100100
Benchmark Score29.1-
Input Price$0.20/M$0.30/M
Output Price$1.15/M$1.80/M
Context Window262,1441,000,000
Max Output230,40065,536
Tool Calling
Structured Output
Reasoning Mode
Vision
Audio--
Benchmark Scores
ai_index32.1-

Who wins by task?

TaskStepFun: Step 3.7 FlashQwen: Qwen3.5 Plus 2026-04-20
SQL Generation 135 133
Code Review 132 132
Code Completion 129 131
Code Refactoring 132 136
Bug Fixing 136 136
Unit Test Generation 125 124
Code Documentation 129 131
Regex Writing 122 119
CI/CD Pipelines 121 120
Frontend Component Design 125 122
Data Analysis 128 124
CSV / Spreadsheet Cleanup 129 133
ETL Scripting 127 128
JSON Extraction 131 131
Bulk Data Labeling 129 129
OCR / Document Parsing 129 131
Table Extraction from PDFs 129 131
Long-Document Summarization 134 137
Short-Form Summarization 125 123
Blog Post Writing 123 121

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

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