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-5.3 Codex | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| Gemini 3 Pro Preview | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.3 Codex Spark | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 mini | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| Claude Fable 5 | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| Claude Opus 4.6 | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | 5 reports40.0% pass rate |
| Claude Opus 4.7 | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | 3 reports33.3% pass rate |
| Claude Opus 4.8 | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | 1 reports100.0% pass rate |
| Gemini 2.5 Flash | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| Gemini 2.5 Flash-Lite | provider-data:plus | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
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