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AI CLUSTERED EVENT · 10/6/2026

OpenAI Launches Decisions API for 10x Faster Structured Outputs

3 reports archived3 independent sourcesupdated 10/7/2026, 3:36:39 PM
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OpenAI has released the Decisions API in public beta, designed to return typed answers such as probabilities, fixed choices, or rubric scores from text and images. It operates approximately 10 times faster than the Responses API and currently supports only the gpt-6-luna model. The tool aims to streamline content classification and request routing, requiring updated SDKs for integration.

LATEST/OpenAI has released the Decisions API in public beta, designed to return typed answers such as probabilities, fixed choices, or rubric scores from text and images. It operates approximately 10 times faster than the Responses API and currently supports only the gpt-6-luna model. The tool aims to streamline content classification and request routing, requiring updated SDKs for integration.

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Total 3 reports · Latest first
  1. The DecoderT2·68 pts

    OpenAI Launches Decisions API for Fast, Simple Evaluations

    Original: OpenAI launches Decisions API that reduces complex evaluations to yes, no, or pick one

    • The Decisions API focuses on simple evaluation tasks (yes/no, category selection, ratings) and is roughly 10x faster than the Responses API.
    • Currently supports only the gpt-6-luna model, priced at $0.10 per million input tokens with free outputs, and is HIPAA-compliant.
    • OpenAI simplified its paid API tiers from five to three (Build, Launch, Grow), with automatic upgrades based on cumulative credit purchases.
  2. Simon Willison 博客T2·42 pts
    • OpenAI launched the Decisions API, supporting decision tasks (judgment, choice, scoring) with text and image inputs.
    • The new `llm-openai-decisions` plugin, assisted by GPT-6 Astra, integrates seamlessly into existing LLM CLI workflows.
    • Unique pricing model: charges only for input tokens (10 cents/million), with output being free.
  3. Hacker News AIT2·68 pts
    • The Decisions API returns typed answers (probabilities/choices/scores) and is 10x faster than the Responses API.
    • Currently supports only the gpt-6-luna model; it is in public beta with GA expected within weeks.
    • Ideal for content classification, request routing, and prioritization, requiring updated SDK versions.