GPT-6.1 Sol vs Qwen3.8 Max Prime: cost per task
GPT-6.1 Sol is cheaper on 14 of 14 tasks and about 4.7x cheaper on average (geometric mean).
| Task | GPT-6.1 Sol | Qwen3.8 Max Prime | Difference |
|---|---|---|---|
| Answer a chat question | 0.67¢ | 2.0¢ | 2.9x |
| Reply to a customer email | 0.18¢ | 0.95¢ | 5.4x |
| Write a 1,500-word blog post | 2.3¢ | 19¢ | 8.4x |
| Write 10 product descriptions | 1.2¢ | 19¢ | 15.7x |
| Translate 1,000 words | 1.6¢ | 2.1¢ | 1.3x |
| Proofread one page (500 words) | 0.81¢ | 2.5¢ | 3.1x |
| Summarize a 20-page PDF | 3.1¢ | 8.4¢ | 2.7x |
| Extract data from an invoice | 0.52¢ | 2.8¢ | 5.4x |
| Analyze a 200-row spreadsheet | 8.4¢ | 22¢ | 2.6x |
| Answer from 5 retrieved documents (RAG) | 1.2¢ | 5.0¢ | 4.2x |
| Classify 100 support tickets | 0.77¢ | 11¢ | 13.8x |
| Review 500 lines of code | 4.9¢ | 21¢ | 4.3x |
| Write a SQL query | 0.48¢ | 3.2¢ | 6.7x |
| Run a 50-step coding agent | 53¢ | $2.57 | 4.9x |
Specs and list prices
| GPT-6.1 Sol | Qwen3.8 Max Prime | |
|---|---|---|
| Input per 1M | $2.00 | $4.00 |
| Output per 1M | $10.00 | $12.00 |
| Cached input per 1M | $0.10 | $0.50 |
| Context | 1.05M | 1M |
| Providers | 8 | 1 |
| Reasoning | always | always |
| LMArena Text | 1484 | - |
| Released | Sep 29, 2026 | Sep 23, 2026 |
FAQ
Is GPT-6.1 Sol or Qwen3.8 Max Prime cheaper?
GPT-6.1 Sol is cheaper on 14 of 14 tasks and about 4.7x cheaper on average (geometric mean).
How much does GPT-6.1 Sol cost compared to Qwen3.8 Max Prime per token?
GPT-6.1 Sol: $2.00 input and $10.00 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.