aiaimodel.cards

GPT-5.6 Luna

Language modelPrevious generationCard summarized

GPT-5.6 model optimized for cost-sensitive workloads

Active (legacy)● Re-checked 12 Oct 2026 · 84 facts · 0 corrections · 1 unconfirmedSource: GPT-5.6 System Card (82 pp)

Use it via API

$124 /month
$2.47 per 1K requests
RAG over docs: 12K in · 600 out · 50K requests/mo · 30% cached · change

Where to call it

  • OpenAI APIgpt-5.6-luna

Supports

  • Image input
  • Streaming
  • Structured outputs
  • Reasoning control
  • Tool calling
  • Web search
  • Prompt caching
  • Batch API
Full feature support

Good for

  • Fastest and most cost-efficient GPT-5.6 model
  • Beats GPT-5.5 on HealthBench Professional (55.7 vs 51.8) despite its lower cost
  • Lowest indirect prompt-injection success rate of the family (2.94%)

Replaced by

GPT-6 Luna$0.10 / $0.50

This model: $0.20 / $1.20 per 1M tokens

Compare side by side

Overview

OpenAI · 07Luna, front

GPT-5.6 Luna

GPT-5.6 model optimized for cost-sensitive workloads

Cost
$0.20 in
Context
1.05M
Input / output
$0.20 / $1.20
Max output
128K
Knows up to
February 2026
Released
9 Jul 2026

The fastest and most cost-efficient GPT-5.6 model. Together with Terra, it is the first time smaller and faster members of a model family received a High designation: High in cybersecurity (below Critical) and in biology and chemistry, below High in AI self-improvement. It is protected by topical classifiers and a safety reasoner but not the activation classifiers used for Sol and Terra. Most alignment and external evaluations in the card cover Sol only. p.2–3, p.35, p.47, p.75–76

gpt-5.6-luna
Input / output per 1M
$0.20 / $1.20
Context window
1.05M
Max output
128K
Knows up to
February 2026
Reasoning
Configurable (effort none → max)
Weights
Closed

About this card. A model card is the maker's own account of a model: what it's for, how it was trained and tested, and where it falls short. This page condenses OpenAI's GPT-5.6 System Card. Every claim carries its source page.