AI Tool Atlas

CodingDocumented overviewLast checked Oct 1, 2026

Caffeine: Pricing, Features & Best Use Cases

Chat-based app builder that generates apps hosted on the Internet Computer, with plans from free to $80/month.

Caffeine homepage screenshot, coding AI tool

Our take: Caffeine suits non-technical teams and founders who want to build and host apps by describing them in chat, starting with 15 free welcome credits.

Main limitation: The free plan can only remix App Market apps, and usage is credit-based with Host allowing just one app.

By the AI Tool Atlas editors. Based on the vendor's official documentation; we have not tested this product hands-on. What “documented overview” means

Who should use Caffeine

Caffeine suits non-technical teams and founders who want to build and host apps by describing them in chat, starting with 15 free welcome credits. Based on the vendor's documentation, not on a hands-on test.

Best for: Non-technical teams

Also a good fit for

  • Founders prototyping apps
  • Teams wanting internal tools

Consider another tool if free plan can only remix app-market apps

Or if

  • Usage is credit-based
  • Host plan allows 1 app

Caffeine pricing and usage limits

Prices checked Oct 1, 2026 on the official US pricing page. Official pricing ↗ Prices and limits change often.

Caffeine pricing page with plans and prices — screenshot of the coding AI tool, Oct 2, 2026
The official Caffeine pricing page as we saw it. caffeine.ai, captured Oct 2, 2026

Free access and trial conditions

Free plan with 15 welcome credits.

Free plan.

Paid plans: what changes as you upgrade

Free web

Free source (opens in a new tab)

Monthly

For: Trying a remix

Limits

  • 15 welcome credits on signup
  • Remix App Market apps only

Includes

  • Go live
  • Custom domain
1 more
  • App insights

Host web

$4 source (opens in a new tab)

Monthly

$48 billed annually; annual rate shown

For: One hosted app

Limits

  • 20 credits/month
  • 1 app

Includes

  • Create apps from scratch
  • Go live
1 more
  • Custom domain

Studio web

$20 source (opens in a new tab)

Monthly

$240 billed annually

For: Builders

Limits

  • 100 credits/month

Includes

  • Unlimited apps
  • Publish unlimited apps on the app market
1 more
  • Exportable code

Business web

$80 source (opens in a new tab)

Monthly

$960 billed annually

For: Teams

Limits

  • 400 credits/month
  • 2-5 seats

Includes

  • Everything in Studio
  • Shared workspace
2 more
  • Roles and permissions
  • Admin controls

Usage caps, credits and extra costs

Annual billing saves 20%; displayed prices appear to be annual-equivalent.

Not stated.

What is Caffeine, and how does it work?

Caffeine lets users describe an app in plain language and builds it, with apps running on the Internet Computer. Users can also ask questions across the apps they have built. The pricing page lists Free, Host, Studio and Business plans with monthly credits, custom domains and team features.

What you provide and what you get back

How Caffeine works: what you provide, where it runs and what you get backYOU PROVIDEYour inputNatural-language app descriptionsQuestions about your appsCODINGCaffeineWebfrom $4 (Host)free tier availableaccount requiredchecked Oct 1, 2026YOU GET BACKThe resultHosted apps on the Internet Compu…Answers across your appsinput → Caffeine → output · from the vendor's own pages, no hands-on test unless stated
What you give Caffeine and what comes back, from its documentation

You provide

  • Natural-language app descriptions
  • Questions about your apps

You get back

  • Hosted apps on the Internet Computer
  • Answers across your apps

Where you can use it

Platforms
Web
Account
Required
Credits
15 / 20 / 100 / 400
Seats
1; 2-5 on Business
Hosting
Internet Computer
Annual discount
20%

What people use Caffeine for

Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.

No-code internal tools

Who
Ops and sales teams
You provide
Description of a tool
Expected result
Internal tool built without code
Plan needed
Studio
Limitation
Credit-based source (opens in a new tab)

Business apps for ops and sales

Who
Founders
You provide
App idea
Expected result
Prototype app live
Plan needed
Host or Studio
Limitation
Host allows 1 app source (opens in a new tab)

Publishing apps to the app market

Who
Creators
You provide
Finished app
Expected result
Published app on the app market
Plan needed
Studio
Limitation
Free cannot publish source (opens in a new tab)

Key features and their practical limits

Describe-to-build app creation

Builds an app from a description. No code needed.

Access: Remix on Free; from scratch on Host+Limit: Credits per build source (opens in a new tab)

Ask questions across your apps

Answers questions across your apps. Plain-language insights.

Access: Homepage featureLimit: Plan detail not captured source (opens in a new tab)

Hosting on the Internet Computer

Hosts apps on the Internet Computer. Apps stay running.

Access: Host and upLimit: Free cannot host from scratch source (opens in a new tab)

Custom domains and email to users

Supports custom domains and user emails. Branded apps.

Access: All plans listedLimit: Details limited source (opens in a new tab)

Caffeine: strengths and limits

Where Caffeine is strong

Limitations to check before paying

How to use Caffeine for building a business app

Set up Caffeine

  1. Open caffeine.ai and click Start building
  2. Sign up (15 welcome credits)
  3. Describe the app
  4. Review the build

Example: building a business app

  1. Describe an expense tracker
  2. Iterate with chat
  3. Go live on a custom domain
  4. Ask a question across your apps

Review and export the result

  1. Test the app flows
  2. Check credits remaining
Example prompt suggested by our editors (not a recorded output of the product)
Build an internal tool to track customer follow-ups with owner and due date

Caffeine integrations and API

Caffeine pricing page with plans and prices — screenshot of the coding AI tool, Oct 2, 2026
Plan comparison on the official pricing page. caffeine.ai, captured Oct 2, 2026

Native integrations and export formats

Export: Exportable code on paid plans

API access and separate billing

Caffeine has no public API in its official documentation. No API documented.

Privacy, data use and commercial rights

Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.

How your inputs and outputs are handled

Privacy page returned 404.

Not documented.

Not documented.

Commercial use and plan restrictions

Not documented.

Caffeine alternatives by need

"Better suited" is based on documented features and pricing, not on a head-to-head test.

Lovable: better suited to

Replit: better suited to

Cursor: better suited to

Alternatives
AlternativeWhen to choose itPricingLimitation
Lovable——Compare
Replit——Compare
Cursor——Compare

Explore Caffeine further

Caffeine pricing, plan by planEvery plan with USD prices, limits and what is free.Best Caffeine alternativesTools for the same job, by need and starting price.Best AI coding toolsOur picks in this category, compared by price and free tiers.

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    Caffeine FAQ

    Is Caffeine free?

    Yes: 15 welcome credits, remix App Market apps only. source (opens in a new tab)

    How much is Studio?

    $20 per month with 100 credits, billed annually at $240. source (opens in a new tab)

    What does Business include?

    400 credits, 2-5 seats, roles and admin controls at $80 per month. source (opens in a new tab)

    Can I export code?

    Exportable code is listed on paid plans. source (opens in a new tab)

    Sources and review methodology

    Official sources and verification dates

    Not verified: Monthly-billed prices; Privacy; Training use.

    How we documented and maintain this page

    Every fact about Caffeine above comes from the 3 official pages listed here, last compared on Oct 1, 2026; we have not run Caffeine ourselves, so it has no editorial score. How we check and re-check pages.

    Article updated Oct 2, 2026; prices checked Oct 1, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error