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Journal/Best AI for…

Best AI for building websites: what each model shipped from a single prompt

Four frontier models built the same website from one prompt. Here is what actually worked when we clicked through each one: pricing toggles, FAQs, mobile menus, sign-up flows.

By GlanceHall · Published October 22, 2026 · 3 min read

The best AI for building websites is the one that ships a site that works, not just one that photographs well. So we built the same website four times, once per model, from one prompt and with no fixes, and then clicked through every control the brief asked for. All four passed. What separates them is how far each went beyond the checklist, and what that cost in time.

SaaS landing page · same prompt, one shot, unedited
Blind testOpen side by side
Claude Opus 5.5
Open Claude Opus 5.5’s build
Claude Fable 5.1
Open Claude Fable 5.1’s build
GPT-6 Astra
Open GPT-6 Astra’s build
GPT-6.1 Sol
Open GPT-6.1 Sol’s build

Driftwood, a fictional scheduling app. Every build is live: open one and click the pricing switch yourself.

Did every AI-built website actually work?

Yes. In all four builds the monthly-to-yearly switch rewrote the plan prices, Pro from $12 to $10 and Studio from $29 to $24, with the yearly totals of $120 and $288 underneath. All four have a working FAQ and a menu button that opens on a phone. None logged a runtime error during our scripted recording, and each is a single HTML file between 64 KB and 132 KB that opens straight from disk.

What did each model add that nobody asked for?

This is where the models differ, and it is a fair proxy for how they will treat your project.

  • Claude Opus 5.5 put a full booking widget in the hero and added a sign-up dialog with a "check your inbox" step. It also announces the price change to screen readers.
  • Claude Fable 5.1 animated a scripted cursor that picks a slot and pays $180 inside the hero, looping every ten seconds.
  • GPT-6 Astra added a sign-up dialog and a week picker you can page through.
  • GPT-6.1 Sol added an interactive booking dialog where you choose a session type and time and get a confirmation.
Close-up of hands typing on a laptop next to a cup of coffee on a wooden desk.
Photo by Pixabay on Pexels.

How long did each one take?

Between 9 and 43 minutes. The two GPT models finished in about ten minutes each; Fable took 28 and Opus 43. The table below is pulled from the run logs, not estimated.

ModelFinishedWall timeOutput tokensFilesSource sizeRuntime errorsAPI-equivalent costAttempts
Claude Opus 5.5Yes43m 20s144k1132 KB0$7.151
Claude Fable 5.1Yes28m 14s131k192 KB0$10.881
GPT-6 AstraYes9m 58s34k164 KB0$2.881
GPT-6.1 SolYes9m 08s45k173 KB0$0.691

Which one should you use to build a website?

Pick Claude Opus 5.5 when the site is the product and you want the most finished first draft: it did the most, and the extra half hour shows. Pick GPT-6.1 Sol when you want a working base fast and cheaply, because at its list prices of $2 and $10 per million input and output tokens (OpenAI) the whole build came to $0.69, against $7.15 for Opus. I would not pick GPT-6 Astra for this job: it charges five times Sol's price and produced a near-twin of Sol's page, down to the same two fonts, DM Sans and Instrument Serif.

One caution applies to all four. The sign-up and booking dialogs are front-end demonstrations; nothing is sent anywhere, because the brief forbade network requests. A model builds the website. It does not yet build the business behind it.

Judge them before you read the labels: four sites, names hidden, pick the one you would launch.

Take the blind test

What should you check before you trust an AI-built site?

Run the same three checks we did, in the live build, not in the recording. Click every switch and confirm the numbers change everywhere, not just in the headline. Open the page at phone width and use the menu. Then read the footer and the FAQ, because filler copy hides at the bottom of a page. The methodology lists every control our recorder exercises, so you can repeat it on any model you are considering.

Businesswoman working on laptop with Android 6.0 Marshmallow webpage open.
Photo by Christina Morillo on Pexels.

Frequently asked questions

What is the best AI for building a website in 2026?

On our landing-page brief all four models shipped a complete, working single-file site. Claude Opus 5.5 built the most functional one, GPT-6.1 Sol built a solid one in nine minutes for the lowest token cost, and the choice between them is mostly about whether you value depth or speed.

Did the AI-built websites actually work, or only look right?

They worked. In every build the monthly-to-yearly switch changed the plan prices from $12 and $29 to $10 and $24, the FAQ opened and closed, and the phone menu toggled. Three of the four also added a working sign-up or booking dialog the brief did not ask for.

Can I put one of these websites live?

Technically yes, because each one is a single HTML file that opens from disk and can be dropped onto any static host. Practically, the forms are demonstrations with no backend, so sign-ups and bookings would need a real service behind them first.

Is a website builder like Wix better than a coding model?

They solve different problems. A builder gives you hosting, editing and forms out of the box; a coding model gives you a custom file you own and must host yourself. If you want to change every pixel and keep the code, a model is the better start.

Judge the builds yourself.

Eight briefs, four models, nothing edited. Watch them side by side or take the blind test.

Watch the buildsHow we test

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