Z.ai: GLM 5.3 FlashX Legal vs Qwen: Qwen3.8 Max Prime
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-02.
| Z.ai: GLM 5.3 FlashX Legal | Qwen: Qwen3.8 Max Prime | |
|---|---|---|
| Vendor | z-ai | qwen |
| Quality Score | 100 | 100 |
| Input Price | $0.37/M | $4.00/M |
| Output Price | $1.25/M | $12.00/M |
| Context Window | 1,048,576 | 1,000,000 |
| Max Output | 131,072 | 131,072 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, GLM 5.3 FlashX Legal costs $0.68 and Qwen3.8 Max Prime costs $7.00, so GLM 5.3 FlashX Legal is about 10.3 times cheaper for the same work.
Both take in a similar amount of text: 1,048,576 and 1,000,000 tokens, about 1,573 and 1,500 pages.
Across the 10 tasks where they differ, GLM 5.3 FlashX Legal scores higher on 10 (SQL Generation, Code Completion, Code Documentation and others).
GLM 5.3 FlashX Legal was released in November 2026 and Qwen3.8 Max Prime in September 2026.
Pick GLM 5.3 FlashX Legal if you need lower cost 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 | Z.ai: GLM 5.3 FlashX Legal | Qwen: Qwen3.8 Max Prime |
|---|---|---|
| SQL Generation | 133 | 132 |
| Code Completion | 131 | 116 |
| Code Documentation | 131 | 128 |
| Regex Writing | 119 | 116 |
| CSV / Spreadsheet Cleanup | 133 | 132 |
| JSON Extraction | 131 | 120 |
| Bulk Data Labeling | 129 | 117 |
| Long-Document Summarization | 137 | 136 |
| Short-Form Summarization | 123 | 112 |
| Blog Post Writing | 121 | 120 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →