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A smartphone and brass padlock lie on a dark concrete surface, illustrating digital security

OpenAI's cyber model has one price and no way to lower it

GPT-5.6 Cyber is absent from all four of OpenAI's rate tables. It has a single set of rates, no batch discount, and you have to be approved before you can pay them.

Ahmad J · Sep 5, 2026 · 8 min read

Wooden typesetting box with metal movable type characters arranged in compartments, one character in focus in the center

News · business

GPT-6 Astra has a million-token window and a price cliff at 272,000

OpenAI's newest flagship advertises a 1,050,000-token context window. Cross 272,000 input tokens by one token and the entire request reprices at 2x input and 1.5x output. The worked example, the multiplier stack, and the four things that actually cut the bill.

Ahmad J · Sep 5, 2026 · 6 min read