Public provider data covering model availability, pricing, user feedback, and risk signals. Public reports are still limited, so keep this provider under review.
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Each 7-day reliability bar represents one day. The 24-hour view uses the same scale for the latest window: green is healthy, yellow needs review, red is weak, and gray means insufficient samples.
| Models | Group | Input/M Tokens | Output/M Tokens | Cache read/M Tokens | Cache write/M Tokens | Discount vs official | 7-day reliability | Latency | Verification rate |
|---|---|---|---|---|---|---|---|---|---|
| GPT-5.4 | awsclaude | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | awsclaude | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude-kiro | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude-kiro | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude1 | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude1 | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude2 | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude2 | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude3kiro | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | claude3kiro | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
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