GPT-6 Luna
GPT-6 Luna is OpenAI's small, inexpensive GPT-6 model, released alongside GPT-6 Sol on 22 September 2026. The API identifier is gpt-6-luna .
The price is the main attraction for my automated workflows: uncached input is half GPT-5.6 Luna's price, and output drops from $1.20 to $0.50 per million tokens. That makes it a candidate for the many small calls in AI Paper Podcasts, though lower token prices alone do not establish the cost or quality of a complete episode .
My GPT 6 Sol and Luna article covers the wider release, developer-reported benchmarks and a hands-on Sol example. This note keeps Luna's API details in one place.
Availability and reasoning
Specifications checked against OpenAI's documentation on 25 September 2026 :
| Specification | GPT-6 Luna |
|---|---|
| API identifier | gpt-6-luna |
| Input / output | Text and images / text |
| Total context window | 1,050,000 tokens |
| Maximum input | 922,000 tokens |
| Maximum output | 128,000 tokens |
| Knowledge cutoff | 18 May 2026 |
| Reasoning effort | none, low, medium (default), high, xhigh, max |
It supports the Responses and Chat Completions APIs, streaming, structured outputs and function calling. Use Responses for tools with reasoning enabled: Chat Completions function calling requires reasoning_effort="none" .
Pricing and Cache Settings
OpenAI Standard API prices, verified 25 September 2026, in USD per million tokens. The first column applies to prompts of at most 272K input tokens; longer prompts use the second column for the entire request .
| Usage | Up to 272K input tokens | Above 272K input tokens |
|---|---|---|
| Input, uncached | $0.10 | $0.20 |
| Input, cache read | $0.01 | $0.02 |
| Cache creation/write | $0.125 | $0.25 |
| Output, including reasoning | $0.50 | $0.75 |
Cache reads cost 10% of the uncached input rate; cache writes cost 1.25 times that rate. Batch and Flex are half Standard prices, while Fast mode doubles the applicable rates. A longer reasoning trace can still increase the bill even when the model's token rates are low .
References
Changelog \textbar OpenAI API. https://developers.openai.com/api/docs/changelog.
OpenAI. Pricing. Living documentation. Accessed 8 October 2026. URL: https://developers.openai.com/api/docs/pricing (visited on 2026-10-08).
OpenAI. GPT-6 Luna. Living documentation. Accessed 8 October 2026. URL: https://developers.openai.com/api/docs/models/gpt-6-luna (visited on 2026-10-08).