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GPT-6 Luna Decisions

gpt-6-luna-decisionsby OpenAIFree

OpenAI's GPT-6 Luna on the OpenAI Decisions API: answers typed predicate, choice and score questions about text or inline images with probabilities. Served through POST /v1/decisions in OpenAI's request shape; not a chat or streaming model. Billed on input tokens only.

Context

922K

Max output

no data

Price per million tokens

$0.10in$0.10cached$0out

Released

-

Promotion

FreeYour limits

Waterfall

  1. OpenAI via Experiential Cloudfree tierFree$0.10/$0100% up--
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    OpenAI via Experiential Cloud$0.10/$0100% up--

How to use this model for coding agents

GPT-6 Luna Decisions is a decision helper for your coding agent, not a chat model.

Agent prompt
Add gpt-6-luna-decisions (GPT-6 Luna Decisions) as a decision helper/tool for my coding agent.
Keep my coding agent on its current chat model. GPT-6 Luna Decisions answers typed decision questions; it does not generate chat completions.
Write a small native HTTP helper for the OpenAI Decisions API shape, sent to my Experiential gateway:
- POST only to https://api.experientiallabs.ai/v1/decisions.
- Read the Bearer key only from EXPERIENTIAL_API_KEY. If missing, stop and ask me to set it locally; never ask me to paste or log it.
- Do not request an OpenAI API key or call api.openai.com.
- Send model "gpt-6-luna-decisions" exactly.
Send a JSON request with model, input (text, or messages whose content is input_text and inline base64 input_image parts), and questions (a list). Each question needs instructions and a type, and may carry a unique name:
- predicate: the answer is the probability the statement is true.
- choice: choices lists the allowed values with descriptions; the answer names one value.
- score: levels lists ordered labels with descriptions; the answer is a score.
Use a concise diff and test summary as input, not the entire repository.
Gateway limits: at most 32 questions per request, 64 options per choice, and 2-10 levels per score. These are platform admission bounds, not provider limits.
Request shape reference: https://developers.openai.com/api/docs/guides/decisions
Answers come back in question order; an unnamed question's answer has no name, and a refusal answer means the model declined that question. Read the answer at the review question's position, and show the decision and reported usage to me. Probabilities and confidence are not guarantees of correctness. Never execute a returned choice, merge a change, or bypass review automatically.
Use a bounded timeout, surface HTTP and transport errors, and do not add automatic retries or Idempotency-Key: an unknown outcome may already be charged. This endpoint does not stream and has no Chat Completions, Responses, or Messages facade.
Prepare the helper and a mocked test first. Ask before making a potentially charged live call; do not claim it worked without a real response. Tell me which files you changed.

OpenAI Decisions API guide

CapabilitiesAccepts text, image

Sampling

Temperature0-2 · reasoning off onlyTop-p0-1

Tools & structure

Strict toolsParallel tool calls

Reasoning

Reasoningnone · low · medium · high · xhigh · maxDefaultmedium

Streaming

Streaming

Limits

Max output128,000

Sending an unsupported field? See error referenceOpenAI docs

Providers serving this model1
Status
OpenAI via Experiential Cloudfree tierno datano data100%922Kno dataFreeFreeFree-no dataactivemeasured
OpenAI via Experiential Cloudexperientialno datano data100%922Kno data$0.10$0$0.10Write 5m: $0.10-no dataactivemeasured
Release notes