head-to-head
Qwen: Qwen3.5-9B vs ByteDance Seed: Seed-2.0-Mini
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.
| Qwen: Qwen3.5-9B | ByteDance Seed: Seed-2.0-Mini | |
|---|---|---|
| Vendor | qwen | bytedance-seed |
| Quality Score | 100 | 100 |
| Benchmark Score | 18.3 | - |
| Input Price | $0.10/M | $0.10/M |
| Output Price | $0.15/M | $0.40/M |
| Context Window | 262,144 | 262,144 |
| Max Output | 32,768 | 131,072 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 22.5 | - |
Who wins by task?
| Task | Qwen: Qwen3.5-9B | ByteDance Seed: Seed-2.0-Mini |
|---|---|---|
| SQL Generation | 133 | 131 |
| Code Review | 130 | 126 |
| Code Completion | 129 | 129 |
| Code Refactoring | 131 | 127 |
| Bug Fixing | 134 | 130 |
| Unit Test Generation | 123 | 121 |
| Code Documentation | 128 | 126 |
| Regex Writing | 122 | 119 |
| CI/CD Pipelines | 119 | 117 |
| Frontend Component Design | 124 | 122 |
| Data Analysis | 127 | 124 |
| CSV / Spreadsheet Cleanup | 129 | 128 |
| ETL Scripting | 125 | 122 |
| Bulk Data Labeling | 129 | 129 |
| OCR / Document Parsing | 129 | 128 |
| Table Extraction from PDFs | 129 | 128 |
| Long-Document Summarization | 133 | 129 |
| Short-Form Summarization | 125 | 123 |
| Blog Post Writing | 121 | 119 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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