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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash | deepseek-flash | $3.285 | $6.570 | $0.0657 | -- | --Cache-read price not comparable | --Insufficient samples | -- | No reports |
| DeepSeek V4 Pro | deepseek-pro | $30.66 | $61.32 | $0.2555 | -- | --Cache-read price not comparable | --Insufficient samples | -- | No reports |
| GPT-4.1 | Azure-openai | -- | -- | -- | -- | -- | 17.4%23 samples | 1.5s | No reports |
| GPT-5.3 Codex Spark | codex-pro | $219.00 | $1752.00 | -- | -- | --No official cache reference | --Insufficient samples | -- | No reports |
| GPT-5.4 | openai官转 | -- | -- | -- | -- | -- | 56.0%191 samples | 1.9s | No reports |
| GPT-5.4 | Azure-openai | -- | -- | -- | -- | -- | 98.8%171 samples | 1.7s | No reports |
| GPT-5.4 | Codex-pro | -- | -- | -- | -- | -- | 98.8%170 samples | 1.8s | No reports |
| GPT-5.4 | codex-pro | $7.300 | $43.80 | $0 | $0.7300 | --No official cache reference | --Insufficient samples | -- | No reports |
| GPT-5.4 Pro | openai官转 | -- | -- | -- | -- | -- | 56.0%191 samples | 2.0s | No reports |
| GPT-5.4 Pro | codex-pro | $87.60 | $525.60 | -- | -- | --No official cache reference | --Insufficient samples | -- | No reports |
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