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 mini | default | -- | -- | -- | -- | -- | 98.8%171 samples | 537ms | No reports |
| GPT-5.5 | default | -- | -- | -- | -- | -- | 98.9%180 samples | 471ms | 2 reports100.0% pass rate |
| GPT-5.4 | claudekiro | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | default | $0.6250 | $3.750 | $0.0625 | $0.6250 | --No official cache reference | --Insufficient samples | -- | No reports |
| GPT-5.4 | gptfree | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 | group_0995abbe1f11 | $0.3000 | $1.800 | $0.0300 | $0.3000 | --No official cache reference | --Insufficient samples | -- | No reports |
| GPT-5.4 | pro | $0.6250 | $3.750 | $0.0625 | $0.6250 | --No official cache reference | --Insufficient samples | -- | No reports |
| GPT-5.4 mini | legacy-group:1234907 | -- | -- | -- | -- | -- | 100.0%2 samples | -- | No reports |
| GPT-5.4 mini | claudekiro | -- | -- | -- | -- | -- | --Insufficient samples | -- | No reports |
| GPT-5.4 mini | default | $0.1875 | $1.125 | $0.0187 | $0.1875 | --No official cache reference | --Insufficient samples | -- | No reports |
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