OpenAI: GPT 6 Luna ProWork with me

OpenAI: GPT 6 Luna Pro

byOpenAI

GPT 6 Luna Pro is a reasoning model from OpenAI released on Sep 22, 2026. It reads text, images and files and writes text, with a 1.05M token context window and up to 128K tokens per reply.

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It costs $0.10 per million input tokens and $0.50 per million output tokens. Cached input bills at $0.01, 90% less than fresh input.

It supports tool calling, structured JSON output and prompt caching.

2 providers serve it, including Kilo Gateway and NanoGPT.

Modalities
In / out price
$0.10 / $0.50 per 1M
Context
1.05M
Max output
128K
Released
Sep 22, 2026
Knowledge cutoff
n/a
  • Tool calling
  • Structured output
  • Reasoning
  • Prompt caching
  • Open weights
  • Free to use

GPT 6 Luna Pro pricing

USD, as listed on Oct 15, 2026. Most bills are input heavy, so the cached input rate matters as much as the headline price.

Input$0.10 / 1M tokens
Output$0.50 / 1M tokens
Cached input (read)$0.01 / 1M tokens
Cache write$0.125 / 1M tokens

GPT 6 Luna Pro providers

2 providers serve it, including Kilo Gateway and NanoGPT. Each host sets its own price and limits, so the cheapest one is not always the one with the longest context.

ProviderInput /MOutput /MCache read /MContextMax output
Kilo Gateway$0.10$0.50$0.011.05M128K
NanoGPT$0.10$0.50$0.011.05M128K

What GPT 6 Luna Pro costs per month

Pick a workload close to yours or type your own volumes.

GPT 6 Luna Pro per month
$8.70
Without caching
$12.75
Per request
$0.0003

Supported request parameters

What you can set when you call GPT 6 Luna Pro through an OpenAI compatible API.

  • Toolstools
  • Structured outputsstructured_outputs
  • Reasoningreasoning

Alternatives to GPT 6 Luna Pro

Models that take the same inputs and call tools, closest in price, cheaper ones first.

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    by openaiSep 11, 2026$0.10/M input tokens$0.50/M output tokens

  • Reads text, images and files. Tool calling, structured output, reasoning.

    by anthropicMar 29, 2026$0.10/M input tokens$0.50/M output tokens

  • Reads text, images, files and video. Tool calling, structured output, reasoning. Served by 65 providers.

    by z-aiAug 21, 20261M context$0.15/M input tokens$0.50/M output tokens65 providers

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    by openaiSep 22, 20261.05M context$0.10/M input tokens$0.50/M output tokens27 providers

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    by openaiSep 22, 2026$2/M input tokens$10/M output tokens27 providers

  • Reads text, images and files. Tool calling, structured output, reasoning. Served by 2 providers.

    by openaiSep 22, 2026$2/M input tokens$10/M output tokens2 providers

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GPT 6 Luna Pro questions

How much does the GPT 6 Luna Pro API cost?

$0.10 per million input tokens and $0.50 per million output tokens, with cached input at $0.01. The estimator on this page turns that into a monthly bill for your own workload.

What is the context window of GPT 6 Luna Pro?

1,050,000 tokens of input, and it can write up to 128,000 tokens in one reply. As a rough guide, a million tokens is around 750,000 English words.

Which providers serve GPT 6 Luna Pro?

2 providers serve it, including Kilo Gateway and NanoGPT. Prices differ by host, so the Providers table on this page lists each one with its input and output price.

Does GPT 6 Luna Pro support tool calling?

Yes. It accepts tool definitions and can return JSON that matches a schema, which is what an agent needs to call your APIs.

Is GPT 6 Luna Pro open source?

No. OpenAI serves it through an API only, so you cannot download the weights or host it yourself.

When was GPT 6 Luna Pro released?

Sep 22, 2026.

Catalog data from models.dev (MIT licensed), refreshed daily, last on Oct 15, 2026. The summary is written from these facts.

Building on GPT 6 Luna Pro?

I test your real tasks on it and the two closest alternatives, then ship the agent on whichever wins on cost and accuracy.

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