Claude Haiku 5.5 vs GLM 5.3 Flash: cost per task
GLM 5.3 Flash is cheaper on 12 of 14 tasks and about 2.0x cheaper on average (geometric mean).
| Task | Claude Haiku 5.5 | GLM 5.3 Flash | Difference |
|---|---|---|---|
| Answer a chat question | 0.07¢ | 0.04¢ | 1.8x |
| Reply to a customer email | 0.04¢ | <0.01¢ | 5.5x |
| Write a 1,500-word blog post | 0.19¢ | 0.14¢ | 1.4x |
| Write 10 product descriptions | 0.21¢ | 0.14¢ | 1.5x |
| Translate 1,000 words | 0.13¢ | 0.21¢ | 1.7x |
| Proofread one page (500 words) | 0.07¢ | 0.02¢ | 3.6x |
| Summarize a 20-page PDF | 0.22¢ | 0.10¢ | 2.2x |
| Extract data from an invoice | 0.06¢ | 0.02¢ | 2.8x |
| Analyze a 200-row spreadsheet | 0.85¢ | 0.34¢ | 2.5x |
| Answer from 5 retrieved documents (RAG) | 0.14¢ | 0.06¢ | 2.5x |
| Classify 100 support tickets | 0.09¢ | 0.16¢ | 1.8x |
| Review 500 lines of code | 0.66¢ | 0.34¢ | 1.9x |
| Write a SQL query | 0.08¢ | 0.03¢ | 2.6x |
| Run a 50-step coding agent | 6.6¢ | 2.6¢ | 2.6x |
Specs and list prices
| Claude Haiku 5.5 | GLM 5.3 Flash | |
|---|---|---|
| Input per 1M | $0.10 | $0.048 |
| Output per 1M | $0.50 | $0.20 |
| Cached input per 1M | $0.01 | $0.006 |
| Context | 1M | 1M |
| Providers | 10 | 34 |
| Reasoning | default | always |
| LMArena Text | - | 1474 |
| Released | Oct 7, 2026 | Aug 26, 2026 |
FAQ
Is Claude Haiku 5.5 or GLM 5.3 Flash cheaper?
GLM 5.3 Flash is cheaper on 12 of 14 tasks and about 2.0x cheaper on average (geometric mean).
How much does Claude Haiku 5.5 cost compared to GLM 5.3 Flash per token?
Claude Haiku 5.5: $0.10 input and $0.50 output per 1M tokens. GLM 5.3 Flash: $0.048 input and $0.20 output. Token prices alone mislead - models use different numbers of tokens for the same task, which is what the task table shows.