OpenAI makes Decisions API generally available
OpenAI announced that its Decisions API is generally available, with added capabilities since the public beta. The API is built with GPT-6 Luna and is designed to help applications and agents make near-real-time decisions from text, images and structured inputs.

Key takeaways · 5
- 01
The Decisions API is generally available through a dedicated endpoint with GPT-6 Luna.
- 02
Pricing is $0.10 per million input tokens and $0.01 per million cached input tokens, with no charge for output tokens.
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Requests can contain up to 400 questions, twice the previous limit.
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OpenAI says the API supports regional processing in the United States and European Union; Zero Data Retention is available to eligible customers.
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OpenAI says the GPT-Live integration reduced time to next action from 1.4 seconds to 0.13 seconds.
What the API does
OpenAI says the Decisions API helps applications and agents make near-real-time decisions from text, images and structured inputs, up to 10 times faster than GPT-6 Luna through the Responses API.[1] It returns a probability, choice or score that an application can use to decide what happens next.[1] OpenAI lists classification, request routing and deciding what action to take next as supported tasks.[1] Developers can pass native JSON inputs and include images in individual question instructions.[1] The API is available through a dedicated endpoint with GPT-6 Luna.[1]
Capabilities added since beta
Since the public beta, OpenAI added native integration with GPT-Live, which it says helps applications make fast, focused decisions during live conversations.[1] OpenAI reports that this integration reduced time to next action by more than 90%, from 1.4 seconds to 0.13 seconds.[1] The company also added prompt caching for reused context and inference residency in the United States and European Union.[1] It raised the maximum number of questions per request to 400, twice the previous limit, and says it has added inference capacity in several regions in Asia.[1]
Pricing and processing options
OpenAI charges $0.10 per million input tokens and $0.01 per million cached input tokens; it says there are no output-token charges and billing is only for input tokens.[1] OpenAI says regional processing is available in the United States and European Union, and that Zero Data Retention is available to eligible customers.[1] These details give teams concrete cost and data-handling terms to check when evaluating a workload. The evidence does not specify the eligibility criteria for Zero Data Retention or provide a complete list of supported processing regions.[1]
Reported performance and uses
OpenAI says the API delivered 40 times faster p95 performance than available frontier models, with comparable accuracy.[1] The company also reports that the API made AI-cost attribution four times faster and 30% cheaper than GPT-6 Luna, without sacrificing accuracy.[1] In another comparison, it says the API ran under 280 milliseconds p95, about three times faster and 90% lower cost per call than the previous approach, with no drop in customer outcomes.[1] OpenAI says its dots team uses the API to reduce response times and improve interactivity, while its Personal Finance team uses it to categorize transaction descriptions.[1]
The launch gives teams a dedicated option for decisions such as classification and routing, with published input pricing and additional controls to evaluate. The reported latency improvements may matter for interactive workflows, but teams should assess performance and accuracy on their own tasks before choosing an implementation.
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For teamsHow this developed
23 October 2026
OpenAI makes Decisions API generally available