GPT-5.4 vs Claude Sonnet 5
API pricing, benchmark indices and specs — updated 19 October 2026.
openai · A · API-only
Input / 1M
$2.50
Output / 1M
$15.00
AA index
39
proprietary · 1.0M context
anthropic · B · API-only
Input / 1M
$2.00
Output / 1M
$10.00
AA index
38.2
proprietary · 1M context
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | GPT-5.4 | Claude Sonnet 5 |
|---|---|---|
| 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 | 1,050,000 | 1,000,000 |
| 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 | $2.50 | $2.00 |
| API output price / 1M tokens | $15.00 | $10.00 |
| Est. cost per 1M input + 1M output tokens | $17.50 | $12.00 |
| Cached input / 1M tokens | $0.25 | $0.20 |
| AA Intelligence Index | 39 | 38.2 |
| AA Coding Index | 71.1 | 71.5 |
| AA Agentic Index | — | 43.6 |
| Max output tokens | 128,000 | 128,000 |
| API providers | 3 | 5 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
GPT-5.4
$17.50
Claude Sonnet 5
$12.00
Claude Sonnet 5 is 1.5× cheaper at list price.