Jev Daily

Nilforoshan: OpenAI's Decisions API cost 2x, scored worse

Hamed Nilforoshan ran OpenAI's new Decisions API against Jev on resume to job relevance for a service serving 2.5 million users, and says OpenAI came out 2x more expensive and 5 to 10% worse. vogel's own head to head found the opposite on speed.

Someone measured it

vogel put OpenAI's new Decisions API head to head with Jev and Clef

OpenAI put its Decisions API into public beta for all developers, and vogel immediately ran it against Jev and Clef, reporting that it is fast. OpenAI's own claim is decisions up to 10x faster than GPT-6 Luna through the Responses API.

vogel
@ryanvogel
X
OpenAI just released their Decisions API so I put it head to head with Jev & Clef
Oct 6, 2026 · View on X

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The case against

Nilforoshan says Decisions API cost 2x and scored 5 to 10% worse than Jev

Hamed Nilforoshan benchmarked the "Jev-killer" Decisions API against Jev on predicting how relevant a user query or resume is to a job description, scored 1 to 10, for a product he says serves 2.5 million users. His result: OpenAI is 2x more expensive and 5 to 10% worse.

Hamed Nilforoshan
@h_nilforoshan
X
OpenAI is 2x more expensive and 5-10% worse
Oct 7, 2026 · View on X

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Jev, read daily so you do not have to. The builds, the benchmarks, the criteria that worked and the cases where it lost, from the people shipping on TypeSafe AI's System One model.