GLM 5.3 vs GPT-6.1 Sol: cost per task
GPT-6.1 Sol is cheaper on 7 of 14 tasks and about 1.2x cheaper on average (geometric mean). On LMArena Text they are practically tied (1484 vs 1478, within the margin of error).
| Task | GLM 5.3 | GPT-6.1 Sol | Difference |
|---|---|---|---|
| Answer a chat question | 0.86¢ | 0.67¢ | 1.3x |
| Reply to a customer email | 0.13¢ | 0.18¢ | 1.4x |
| Write a 1,500-word blog post | 3.3¢ | 2.3¢ | 1.4x |
| Write 10 product descriptions | 3.4¢ | 1.2¢ | 2.7x |
| Translate 1,000 words | 4.9¢ | 1.6¢ | 3.1x |
| Proofread one page (500 words) | 0.39¢ | 0.81¢ | 2.1x |
| Summarize a 20-page PDF | 0.97¢ | 3.1¢ | 3.2x |
| Extract data from an invoice | 0.50¢ | 0.52¢ | 1.1x |
| Analyze a 200-row spreadsheet | 7.7¢ | 8.4¢ | 1.1x |
| Answer from 5 retrieved documents (RAG) | 0.98¢ | 1.2¢ | 1.2x |
| Classify 100 support tickets | 3.8¢ | 0.77¢ | 4.9x |
| Review 500 lines of code | 7.7¢ | 4.9¢ | 1.6x |
| Write a SQL query | 0.77¢ | 0.48¢ | 1.6x |
| Run a 50-step coding agent | 39¢ | 53¢ | 1.4x |
Specs and list prices
| GLM 5.3 | GPT-6.1 Sol | |
|---|---|---|
| Input per 1M | $0.079 | $2.00 |
| Output per 1M | $4.80 | $10.00 |
| Cached input per 1M | $0.078 | $0.10 |
| Context | 1M | 1.05M |
| Providers | 46 | 8 |
| Reasoning | always | always |
| LMArena Text | 1478 | 1484 |
| Released | Aug 18, 2026 | Sep 29, 2026 |
FAQ
Is GLM 5.3 or GPT-6.1 Sol cheaper?
GPT-6.1 Sol is cheaper on 7 of 14 tasks and about 1.2x cheaper on average (geometric mean). On LMArena Text they are practically tied (1484 vs 1478, within the margin of error).
How much does GLM 5.3 cost compared to GPT-6.1 Sol per token?
GLM 5.3: $0.079 input and $4.80 output per 1M tokens. GPT-6.1 Sol: $2.00 input and $10.00 output. Token prices alone mislead - models use different numbers of tokens for the same task, which is what the task table shows.