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Text Generation Model

GPT 5.6 Luna

GPT 5.6 Luna is a text and image-input model from OpenAI with a 1,050,000-token context window.

PublisherOpenAI
TypeText
Context Window1,050,000 tokens
ReleasedJuly 2026
Input$0.20/MTok
Output$1.20/MTok
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Large-context text and vision generation from OpenAI

GPT 5.6 Luna is a large language model developed by OpenAI, released in July 2026. It accepts both text and image inputs and generates text outputs, with a context window of 1,050,000 tokens and a maximum response size of 128,000 tokens. The model exposes a configurable reasoning effort setting, allowing users to adjust how much computation the model applies to a given request.

GPT 5.6 Luna is suited for tasks that require processing large volumes of text in a single pass, such as analyzing lengthy documents, codebases, or multi-turn conversations with extensive history. Its image input support makes it applicable to workflows that combine visual and textual information. The adjustable reasoning effort input gives developers a degree of control over the trade-off between response depth and latency.

What GPT 5.6 Luna supports

Large Context Window

Processes up to 1,050,000 tokens in a single request, enabling analysis of long documents, large codebases, or extended conversation histories without truncation.

Image Input

Accepts image inputs alongside text, supporting workflows that require understanding or describing visual content within a prompt.

Configurable Reasoning Effort

Exposes a reasoning effort selector that lets users tune how much computation the model applies, offering control over the depth-versus-latency trade-off.

Long-Form Text Generation

Generates responses of up to 128,000 tokens, making it suitable for producing detailed reports, long-form drafts, or extensive code outputs in a single call.

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Common questions about GPT 5.6 Luna

What is the context window size for GPT 5.6 Luna?

GPT 5.6 Luna has a context window of 1,050,000 tokens, meaning it can process up to that many tokens of combined input and conversation history in a single request.

What is the maximum response length?

The model supports a maximum response size of 128,000 tokens per output.

Does GPT 5.6 Luna support image inputs?

Yes. The model accepts image inputs in addition to text, allowing prompts that include visual content.

What does the Reasoning Effort setting do?

Reasoning Effort is a configurable input that adjusts how much computation the model applies when generating a response. Lower effort may reduce latency, while higher effort may improve response depth.

When was GPT 5.6 Luna released and who publishes it?

GPT 5.6 Luna was released in July 2026 and is published by OpenAI.

Parameters & options

Max Temperature2
Max Response Size128,000 tokens
Reasoning EffortSelect
Default: medium
NoneLowMediumHighExtra HighMax

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