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GPT-6 Astra vs GPT-5.6 Luna

The widest price gap inside OpenAI's own catalog -- forty times per output token -- between the GPT-6 flagship and the tier most volume work runs on.

What the numbers say

Derived from the live registry Zeplik routes and bills against. Credits: 1 credit = $0.10, computed from the raw provider rate with a 1.20x margin.

Side by side

GPT-6 Astra

OpenAI

GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work.

Provider
OpenAI
Context window
1.1M tokens
Input price
120 credits / 1M tokens ($10.00 raw)
Output price
600 credits / 1M tokens ($50.00 raw)
Vision (image input)
Yes
Tool calling
Yes
Extended reasoning
No

Best for

  • Hard problems where answer quality matters more than cost: strategy, analysis, difficult writing
  • Very long documents and codebases: a 1.1M-token window fits entire books or repositories in one conversation
  • Working with images: screenshots, charts, photos and scanned documents alongside text
  • Tool use and agents: reliably calls functions, so it can search, run skills and drive workflows

GPT-5.6 Luna

OpenAI

GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series.

Provider
OpenAI
Context window
1.1M tokens
Input price
2.4 credits / 1M tokens ($0.20 raw)
Output price
14.4 credits / 1M tokens ($1.20 raw)
Vision (image input)
Yes
Tool calling
Yes
Extended reasoning
No

Best for

  • Balanced everyday work: writing, questions, brainstorming and summarization
  • Very long documents and codebases: a 1.1M-token window fits entire books or repositories in one conversation
  • Working with images: screenshots, charts, photos and scanned documents alongside text
  • Tool use and agents: reliably calls functions, so it can search, run skills and drive workflows

Try both on Zeplik

The honest answer to most model debates is to run your own prompt on both. Zeplik puts GPT-6 Astra and GPT-5.6 Luna in the same chat, so you can switch mid-conversation and compare answers on the work you actually do.

Pick a model and ask. Your prompt opens in the Zeplik app with that model selected.

Model to ask

Frequently asked questions

What is the difference between GPT-6 Astra and GPT-5.6 Luna?
GPT-5.6 Luna is about 42x cheaper on output tokens (14.4 vs 600 credits per 1M). Both take the same 1.1M-token context window. GPT-6 Astra is the newer release (September 2026 vs July 2026).
Is GPT-6 Astra or GPT-5.6 Luna cheaper?
GPT-5.6 Luna is cheaper: 14.4 credits per million output tokens against 600. 1 credit = $0.10, computed from the raw provider rate with a 1.20x margin.
Which has the larger context window, GPT-6 Astra or GPT-5.6 Luna?
Neither: both take 1.1M tokens.
Can I use both GPT-6 Astra and GPT-5.6 Luna on Zeplik?
Yes. Zeplik is a multi-model chat, so both sit behind one account and you can switch between them mid-conversation to compare answers on your own prompt.
Do GPT-6 Astra and GPT-5.6 Luna need a paid plan?
One of the two is open to free accounts; the other needs a paid plan (Plus or above).

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