Models Model details

OpenAI

OpenAI: GPT-6 Luna Pro (batch)

openai/gpt-6-luna-pro:batch

GPT-6 Luna Pro is the same underlying model as GPT-6 Luna, served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more reasoning tokens per request, so a typical request costs several times more than the same request on GPT-6 Luna and takes much longer to complete. It is intended for hard, high-stakes problems where the extra accuracy justifies the cost. For everyday coding, agentic, and chat workloads, use GPT-6 Luna instead. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

Input
$0.05

/ 1M tokens

Output
$0.25

/ 1M tokens

Context window
1.05M

tokens

Limits

Context

1,050,000

tokens

Max output

128,000

12% of the context window

Model facts

Author

OpenAI

Tokenizer

GPT

Modality

Text + Image + File -> Text

Created

Sep 22, 2026

Reasoning

Default MediumMaxXhighHighMediumLowNone

Publication status

Hugging Face: not mappedLicense: not publishedParameter count: not published

Modalities

Input · FileInput · ImageInput · TextOutput · Text

Generation controls

Include reasoningMax tokensReasoningReasoning effortResponse formatSeedStructured outputsTool choiceToolsVerbosity