Nemotron 3 Ultra vs Qwen3.8 Max Prime: cost per task
Nemotron 3 Ultra is cheaper on 13 of 14 tasks and about 4.7x cheaper on average (geometric mean).
| Task | Nemotron 3 Ultra | Qwen3.8 Max Prime | Difference |
|---|---|---|---|
| Answer a chat question | 0.33¢ | 2.0¢ | 5.9x |
| Reply to a customer email | 0.86¢ | 0.95¢ | 1.1x |
| Write a 1,500-word blog post | 1.9¢ | 19¢ | 10.3x |
| Write 10 product descriptions | 0.75¢ | 19¢ | 25.7x |
| Translate 1,000 words | 3.0¢ | 2.1¢ | 1.4x |
| Proofread one page (500 words) | 1.0¢ | 2.5¢ | 2.4x |
| Summarize a 20-page PDF | 1.3¢ | 8.4¢ | 6.4x |
| Extract data from an invoice | 0.66¢ | 2.8¢ | 4.3x |
| Analyze a 200-row spreadsheet | 2.8¢ | 22¢ | 7.7x |
| Answer from 5 retrieved documents (RAG) | 0.99¢ | 5.0¢ | 5.0x |
| Classify 100 support tickets | 1.8¢ | 11¢ | 5.8x |
| Review 500 lines of code | 2.5¢ | 21¢ | 8.6x |
| Write a SQL query | 0.76¢ | 3.2¢ | 4.2x |
| Run a 50-step coding agent | 67¢ | $2.57 | 3.9x |
Specs and list prices
| Nemotron 3 Ultra | Qwen3.8 Max Prime | |
|---|---|---|
| Input per 1M | $0.60 | $4.00 |
| Output per 1M | $2.40 | $12.00 |
| Cached input per 1M | $0.12 | $0.50 |
| Context | 262K | 1M |
| Providers | 5 | 1 |
| Reasoning | default | always |
| LMArena Text | 1426 | - |
| Released | Jun 4, 2026 | Sep 23, 2026 |
FAQ
Is Nemotron 3 Ultra or Qwen3.8 Max Prime cheaper?
Nemotron 3 Ultra is cheaper on 13 of 14 tasks and about 4.7x cheaper on average (geometric mean).
How much does Nemotron 3 Ultra cost compared to Qwen3.8 Max Prime per token?
Nemotron 3 Ultra: $0.60 input and $2.40 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.