head-to-head
Z.ai: GLM 5V Turbo vs ByteDance Seed: Seed-2.0-Mini
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-23.
| Z.ai: GLM 5V Turbo | ByteDance Seed: Seed-2.0-Mini | |
|---|---|---|
| Vendor | z-ai | bytedance-seed |
| Quality Score | 100 | 100 |
| Benchmark Score | 56.8 | - |
| Input Price | $1.20/M | $0.10/M |
| Output Price | $4.00/M | $0.40/M |
| Context Window | 202,752 | 262,144 |
| Max Output | 131,072 | 131,072 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 56.9 | - |
Who wins by task?
| Task | Z.ai: GLM 5V Turbo | ByteDance Seed: Seed-2.0-Mini |
|---|---|---|
| SQL Generation | 136 | 131 |
| Code Review | 134 | 126 |
| Code Completion | 116 | 129 |
| Code Refactoring | 133 | 127 |
| Bug Fixing | 138 | 130 |
| Unit Test Generation | 126 | 121 |
| Code Documentation | 128 | 126 |
| Regex Writing | 124 | 119 |
| CI/CD Pipelines | 122 | 117 |
| Frontend Component Design | 128 | 122 |
| Data Analysis | 132 | 124 |
| CSV / Spreadsheet Cleanup | 127 | 128 |
| ETL Scripting | 128 | 122 |
| JSON Extraction | 123 | 131 |
| Bulk Data Labeling | 120 | 129 |
| OCR / Document Parsing | 129 | 128 |
| Table Extraction from PDFs | 129 | 128 |
| Long-Document Summarization | 134 | 129 |
| Short-Form Summarization | 117 | 123 |
| Blog Post Writing | 124 | 119 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →
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