StepFun: Step 3.7 Flash vs Qwen: Qwen3.5-122B-A10B
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.
| StepFun: Step 3.7 Flash | Qwen: Qwen3.5-122B-A10B | |
|---|---|---|
| Vendor | stepfun | qwen |
| Quality Score | 100 | 100 |
| Benchmark Score | 50.8 | 54.9 |
| Input Price | $0.20/M | $0.26/M |
| Output Price | $1.15/M | $2.08/M |
| Context Window | 262,144 | 262,144 |
| Max Output | 230,400 | 65,536 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 49.9 | 53.3 |
| ai_index_agentic | 35.5 | 34.2 |
| ai_index_coding | 65.3 | 75.4 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Step 3.7 Flash costs $0.49 and Qwen3.5-122B-A10B costs $0.78, so Step 3.7 Flash is about 1.6 times cheaper for the same work.
Both read up to 262,144 tokens at once, roughly 393 pages of text.
On our blended benchmark score Qwen3.5-122B-A10B leads 54.9 to 50.8.
Across the 20 tasks where they differ, Step 3.7 Flash scores higher on 1 (Code Completion), Qwen3.5-122B-A10B on 19 (SQL Generation, Code Review, Code Refactoring and others).
Step 3.7 Flash was released in May 2026 and Qwen3.5-122B-A10B in February 2026.
Pick Step 3.7 Flash if you need lower cost; pick Qwen3.5-122B-A10B if you need benchmark performance or the stronger all-round task scores.
Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.
Who wins by task?
| Task | StepFun: Step 3.7 Flash | Qwen: Qwen3.5-122B-A10B |
|---|---|---|
| SQL Generation | 153 | 155 |
| Code Review | 146 | 148 |
| Code Completion | 130 | 129 |
| Code Refactoring | 144 | 145 |
| Bug Fixing | 155 | 156 |
| Unit Test Generation | 139 | 140 |
| Code Documentation | 133 | 133 |
| Regex Writing | 129 | 129 |
| CI/CD Pipelines | 131 | 132 |
| Frontend Component Design | 136 | 137 |
| Data Analysis | 150 | 152 |
| CSV / Spreadsheet Cleanup | 141 | 142 |
| ETL Scripting | 137 | 139 |
| JSON Extraction | 142 | 143 |
| Bulk Data Labeling | 133 | 133 |
| OCR / Document Parsing | 138 | 139 |
| Table Extraction from PDFs | 138 | 139 |
| Long-Document Summarization | 142 | 143 |
| Short-Form Summarization | 128 | 128 |
| Blog Post Writing | 129 | 130 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →