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GPT-6 Luna Decisions
openai/gpt-6-luna-decisions
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GPT-6 Luna Decisions

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openai/gpt-6-luna-decisionsReleased Oct 1, 2026

The decisions mode of GPT-6 Luna. Instead of generating text it answers a set of typed questions about a shared input: yes/no predicates, single-choice and graded scores, each with a probability. Called through /v1/decisions or /v1/systemone, not the chat endpoints. Accepts text and images.

Modalities
TextImageDecision
Context
1M
Max output
—
Price / 1M tokens
$ 0.10input only
Decision modelYes / noSingle choiceGraded scoreImage input

Returns probabilities, not text. Call it through /v1/decisions or /v1/systemone.

What this model is good at

What the vendor positions it for, and which of our models to reach for instead.

Best for

  • Classification and routing at volume · Each call answers a set of yes/no, single-choice and graded questions with calibrated probabilities instead of generated text.

  • Decisions over images · Takes images interleaved with text as part of the input.

Neighbouring models
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Pricing and billing

Billed on input tokens only. There is no output or cache price.

Input sizeInput / 1M tokens
Any size$ 0.10

The whole input counts, including question text and option descriptions. Output tokens, where the upstream reports them, are not charged.

What it answers

A decision model takes one shared input and a set of typed questions, and returns a probability for each.

Context window
1.1M tokens
Max output
—
Input / output modalities
Text + Image → Decision
Question types
Yes / no · Single choice · Graded score
Output
Probabilities per question — no generated text
Streaming
Not applicable — one response per call
Image input
Supported
Endpoints
/v1/decisions · /v1/systemone
First-party sources:Specsdevelopers.openai.com 1developers.openai.com 2Capabilitiesdevelopers.openai.com 1developers.openai.com 2

Frequently asked questions

What is GPT-6 Luna Decisions?
GPT-6 Luna Decisions is a decision model, available on CrossModel as openai/gpt-6-luna-decisions. Instead of generating text it answers a set of typed questions about one shared input — yes/no, single choice, graded score — with a probability for each. Its context window is 1M tokens.
How much does GPT-6 Luna Decisions cost?
Currently $ 0.10 per 1M input tokens. Decision models are billed on input only — there is no output price.
What kinds of questions can GPT-6 Luna Decisions answer?
Three: yes/no predicates (a probability), single choice (a probability per option) and graded scores (a probability per level). It accepts images as part of the input.
Which endpoint do I call?
Call POST /v1/decisions (the OpenAI decisions shape) or POST /v1/systemone (the System One shape). Either works for every decision model. The chat endpoints do not accept decision models.
Can I try it without writing code?
Yes. Sign in and open the Playground on this page: fill in an input and a few questions and see the probabilities — no API key needed. Usage is billed from your wallet at the normal rate.

Try it on your own input

Fill in an input and a few questions in the Playground and see the probabilities, then wire it in.