Claude Sonnet 4.6 vs Gemini 3.1 Pro Preview
API pricing, benchmark indices and specs — updated 19 October 2026.
anthropic · A · API-only
Input / 1M
$3.00
Output / 1M
$15.00
AA index
30.1
proprietary · 1M context
google · B · API-only
Input / 1M
$2.00
Output / 1M
$12.00
AA index
29.7
proprietary · 1M context
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | Claude Sonnet 4.6 | Gemini 3.1 Pro Preview |
|---|---|---|
| Deployment | API-only (closed weights) | API-only (closed weights) |
| Parameters | n/a — API-only | n/a — API-only |
| Architecture | n/a — API-only | n/a — API-only |
| Context length | 1,000,000 | 1,048,576 |
| Licence | Proprietary | Proprietary |
| Commercial use | Per API terms | Per API terms |
| Languages | n/a — API-only | n/a — API-only |
| Downloads 30d | n/a — API-only | n/a — API-only |
| Downloads all time | n/a — API-only | n/a — API-only |
| Quantizations on the Hub | n/a — API-only | n/a — API-only |
| Gated | n/a — API-only | n/a — API-only |
| First seen on the Hub | n/a — API-only | n/a — API-only |
| API input price / 1M tokens | $3.00 | $2.00 |
| API output price / 1M tokens | $15.00 | $12.00 |
| Est. cost per 1M input + 1M output tokens | $18.00 | $14.00 |
| Cached input / 1M tokens | $0.30 | $0.20 |
| AA Intelligence Index | 30.1 | 29.7 |
| AA Coding Index | 63 | 68.8 |
| AA Agentic Index | 31.8 | 8.2 |
| Max output tokens | 128,000 | 65,536 |
| API providers | 5 | 2 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
Claude Sonnet 4.6
$18.00
Gemini 3.1 Pro Preview
$14.00
Gemini 3.1 Pro Preview is 1.3× cheaper at list price.