Claude Sonnet 5.5 vs GLM 5.3: cost per task
GLM 5.3 is cheaper on 12 of 14 tasks and about 1.5x cheaper on average (geometric mean). On LMArena Text they are practically tied (1478 vs 1475, within the margin of error).
| Task | Claude Sonnet 5.5 | GLM 5.3 | Difference |
|---|---|---|---|
| Answer a chat question | 1.3¢ | 0.86¢ | 1.5x |
| Reply to a customer email | 0.40¢ | 0.13¢ | 3.2x |
| Write a 1,500-word blog post | 3.7¢ | 3.3¢ | 1.1x |
| Write 10 product descriptions | 4.4¢ | 3.4¢ | 1.3x |
| Translate 1,000 words | 2.6¢ | 4.9¢ | 1.9x |
| Proofread one page (500 words) | 1.1¢ | 0.39¢ | 2.9x |
| Summarize a 20-page PDF | 4.5¢ | 0.97¢ | 4.6x |
| Extract data from an invoice | 1.0¢ | 0.50¢ | 2.1x |
| Analyze a 200-row spreadsheet | 17¢ | 7.7¢ | 2.2x |
| Answer from 5 retrieved documents (RAG) | 2.7¢ | 0.98¢ | 2.8x |
| Classify 100 support tickets | 0.89¢ | 3.8¢ | 4.2x |
| Review 500 lines of code | 8.0¢ | 7.7¢ | 1.0x |
| Write a SQL query | 1.1¢ | 0.77¢ | 1.4x |
| Run a 50-step coding agent | 84¢ | 39¢ | 2.2x |
Specs and list prices
| Claude Sonnet 5.5 | GLM 5.3 | |
|---|---|---|
| Input per 1M | $2.00 | $0.079 |
| Output per 1M | $10.00 | $4.80 |
| Cached input per 1M | $0.10 | $0.078 |
| Context | 1M | 1M |
| Providers | 8 | 46 |
| Reasoning | always | always |
| LMArena Text | 1475 | 1478 |
| Released | Sep 28, 2026 | Aug 18, 2026 |
FAQ
Is Claude Sonnet 5.5 or GLM 5.3 cheaper?
GLM 5.3 is cheaper on 12 of 14 tasks and about 1.5x cheaper on average (geometric mean). On LMArena Text they are practically tied (1478 vs 1475, within the margin of error).
How much does Claude Sonnet 5.5 cost compared to GLM 5.3 per token?
Claude Sonnet 5.5: $2.00 input and $10.00 output per 1M tokens. GLM 5.3: $0.079 input and $4.80 output. Token prices alone mislead - models use different numbers of tokens for the same task, which is what the task table shows.