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
- 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).
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.
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).
Related comparisons
- Claude Opus 5.5 vs GPT-6 AstraAnthropic's and OpenAI's deep-reasoning flagships, eighteen days apart -- and Astra asks two and a half times Opus 5.5's price for a window only five percent larger.
- GPT-6 Luna vs GPT-5.6 LunaThe cheapest upgrade on the board: GPT-6 Luna halves its predecessor's input price and cuts output by well over half, at the same 1,050,000-token window.
- GPT-6 Sol vs GPT-6 AstraThe upgrade decision inside the GPT-6 line: Astra costs five times Sol for the same 1,050,000-token window, so the question is which work is hard enough to need it.
- GPT-5.6 Luna vs Gemini 3.7 FlashThe value tier where volume work actually runs: OpenAI's Luna against Gemini 3.7 Flash, at a fraction of either lab's flagship price.
- GPT-6 Astra vs GPT-5.6 SolThe upgrade decision almost every OpenAI user is actually making: GPT-6 Astra costs five times Sol per token for the same 1,050,000-token window, so the question is which work is hard enough to need it.
- GPT-5.6 Luna vs Gemini 3.5 FlashThe value tier where volume work actually runs: OpenAI's Luna against Gemini Flash.
Explore Zeplik
- 467 AI skillsReady-to-run expert methods that run on GPT-6 Astra, GPT-5.6 Luna or any other model.
- 997 integrationsConnect Gmail, Slack, GitHub, Notion and hundreds more so the assistant can work in your apps.
- Simple pricingPlus, Pro and Max plans with a monthly credit allowance that works across every model.