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GPT-6 Sol vs GPT-6 Astra

The 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.

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 Sol

OpenAI

GPT-6 Sol is the cost-efficient high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra and above the fast GPT-6 Luna tier.

Provider
OpenAI
Context window
1.1M tokens
Input price
24.0 credits / 1M tokens ($2.00 raw)
Output price
120 credits / 1M tokens ($10.00 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-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

Try both on Zeplik

The honest answer to most model debates is to run your own prompt on both. Zeplik puts GPT-6 Sol and GPT-6 Astra 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 Sol and GPT-6 Astra?
GPT-6 Sol is about 5.0x cheaper on output tokens (120 vs 600 credits per 1M). Both take the same 1.1M-token context window. GPT-6 Sol is the newer release (September 2026 vs September 2026).
Is GPT-6 Sol or GPT-6 Astra cheaper?
GPT-6 Sol is cheaper: 120 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 Sol or GPT-6 Astra?
Neither: both take 1.1M tokens.
Can I use both GPT-6 Sol and GPT-6 Astra 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 Sol and GPT-6 Astra need a paid plan?
Both need a paid plan (Plus or above). Usage is then billed in credits from your monthly allowance.

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