GPT-5.6 Luna Pro

New

openai/gpt-5.6-luna-pro-20260709

OpenAI's GPT-5.6 Luna Pro processes file, image, and text inputs and generates text output. It supports tool integration and reasoning capabilities, with a context window of 1,050,000 tokens. Pricing is $1 per million input tokens and $6 per million output tokens; the model’s weights are not publicly released.

Tracked, but not yet independently ranked

This model is in the catalog, but we do not yet have enough public benchmark data to place it confidently in quality-focused recommendations. It may still appear in price-based recommendations.

  • tool use
  • structured outputs
  • reasoning

At a glance

provideropenai
releasedJul 9, 2026
context1.1M
input / M$1

Specifications

What the API gives you

Context window
1.1M tokens
Max output
128K tokens
Input price
$1 / 1M tokens
Output price
$6 / 1M tokens
Cache read
$0.100 / 1M tokens
Modalities
file, image, text → text
Knowledge cutoff
Feb 16, 2026
Released
Jul 9, 2026

Recommendation coverage

Where this model appears

Not currently included in a published recommendation. This means the available task-specific evidence did not support a ranking yet—not that the model was reviewed and rejected.

Benchmarks

No independent benchmark results are linked to this model yet. We keep it visible while withholding quality claims until usable results arrive.

Catalog data via OpenRouter and models.dev. Last checked within the past 6 hours.