Gemini 3.1 Pro Preview vs Muse Wonder
Price and specs side by side · USD per 1M tokens · verified 2026-10-15
// side by side
| metric | Gemini 3.1 Pro Preview | Muse Wonder |
|---|---|---|
| input / 1M | $2.00 | $4.00 |
| output / 1M | $12.00 | $20.00 |
| blended (3:1) | $4.50 | $8.00 |
| cache read / 1M | $0.20 | $0.20 |
| context | 1.05M | 1.05M |
| max output | 65.5K | 131.1K |
| input types | text · image · video · audio · pdf | text · image · video · pdf · audio |
| reasoning | yes | yes |
| tool calling | yes | yes |
| structured output | yes | yes |
| open weights | no | no |
| released | 2026-02-19 | 2026-10-12 |
| knowledge cutoff | 2025-01 | n/a |
| lab | Meta |
// monthly cost scenarios
| workload | tokens in / out | Gemini 3.1 Pro Preview | Muse Wonder |
|---|---|---|---|
| Chatbot | 10M / 2M | $44.00 | $80.00 |
| RAG app | 50M / 5M | $160 | $300 |
| Coding agent | 20M / 10M | $160 | $280 |
// verdict
- Gemini 3.1 Pro Preview is 43.7% cheaper than Muse Wonder on a blended 3:1 input/output basis.