GLM 5.3 vs Qwen3.8 Max Prime: cost per task
GLM 5.3 is cheaper on 13 of 14 tasks and about 4.0x cheaper on average (geometric mean).
| Task | GLM 5.3 | Qwen3.8 Max Prime | Difference |
|---|---|---|---|
| Answer a chat question | 0.86¢ | 2.0¢ | 2.3x |
| Reply to a customer email | 0.13¢ | 0.95¢ | 7.6x |
| Write a 1,500-word blog post | 3.3¢ | 19¢ | 5.8x |
| Write 10 product descriptions | 3.4¢ | 19¢ | 5.7x |
| Translate 1,000 words | 4.9¢ | 2.1¢ | 2.3x |
| Proofread one page (500 words) | 0.39¢ | 2.5¢ | 6.5x |
| Summarize a 20-page PDF | 0.97¢ | 8.4¢ | 8.6x |
| Extract data from an invoice | 0.50¢ | 2.8¢ | 5.7x |
| Analyze a 200-row spreadsheet | 7.7¢ | 22¢ | 2.8x |
| Answer from 5 retrieved documents (RAG) | 0.98¢ | 5.0¢ | 5.1x |
| Classify 100 support tickets | 3.8¢ | 11¢ | 2.8x |
| Review 500 lines of code | 7.7¢ | 21¢ | 2.7x |
| Write a SQL query | 0.77¢ | 3.2¢ | 4.2x |
| Run a 50-step coding agent | 39¢ | $2.57 | 6.7x |
Specs and list prices
| GLM 5.3 | Qwen3.8 Max Prime | |
|---|---|---|
| Input per 1M | $0.079 | $4.00 |
| Output per 1M | $4.80 | $12.00 |
| Cached input per 1M | $0.078 | $0.50 |
| Context | 1M | 1M |
| Providers | 46 | 1 |
| Reasoning | always | always |
| LMArena Text | 1478 | - |
| Released | Aug 18, 2026 | Sep 23, 2026 |
FAQ
Is GLM 5.3 or Qwen3.8 Max Prime cheaper?
GLM 5.3 is cheaper on 13 of 14 tasks and about 4.0x cheaper on average (geometric mean).
How much does GLM 5.3 cost compared to Qwen3.8 Max Prime per token?
GLM 5.3: $0.079 input and $4.80 output per 1M tokens. Qwen3.8 Max Prime: $4.00 input and $12.00 output. Token prices alone mislead - models use different numbers of tokens for the same task, which is what the task table shows.