above.dev Blog
Guides on OpenAI-compatible integration, model routing, token spend, long context, and building with above.dev.
Agent sessions re-bill the same prompt on every tool call, so 80 to 95% of the bill is cached input. The cache-hit rate, not the headline input price, decides what a session costs.
Read articleDeepSeek bills different rates by time of day, defined in Beijing time, with weekends entirely off-peak. Here is exactly when the cheap hours are in UTC and how to schedule batch work around them.
Read articleMarketing pages quote percentages. Response headers quote dollars. How to audit any inference bill per request, and the headers above.dev exposes to make that trivial.
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