AI/ML API (Paid) vs Onlook (Freemium), scored side by side on traffic, features, pricing, and audience so you can pick the right fit.
One API for 600+ AI models
AI/ML API provides a fast gateway to a wide range of AI models for various applications.
Design with AI on an infinite canvas
Onlook is a design tool that allows teams to craft, preview, and iterate on websites and prototypes directly in their real codebase.
Too close to call
AI/ML API and Onlook are evenly matched across the tracked dimensions.
The details
AI/ML API
Worldwide, desktop only
Onlook
Top regions
AI/ML API
Onlook
No regional data available.
What is AI/ML API?
AI/ML API is an AI DevTools platform that provides a fast gateway to over 600 AI models for various applications.
Who is AI/ML API for?
AI/ML API is designed for developers and businesses looking to integrate AI capabilities into their applications, particularly those interested in chat, reasoning, image, video, audio, voice, and search functionalities.
What can I do with AI/ML API?
With AI/ML API, you can obtain an API key for quick integration, access a wide range of AI models, utilize the AI Playground for testing, and benefit from infinite scalability for your applications.
How much does AI/ML API cost?
AI/ML API publishes a custom / contact-sales pricing model — get a quote on their site.
How is AI/ML API different from alternatives?
AI/ML API stands out by offering access to over 600 AI models with simple integration and infinite scalability, making it suitable for a wide range of AI applications.
When should I use Onlook?
Use Onlook when you have designers who maintain a design system on a real React codebase and want to iterate on the actual product — not static mockups that get translated later, not a prompt-generated prototype that doesn’t respect your tokens or components. Onlook fits teams where designers, engineers, and AI need a shared surface to work on the same code.
How much does Onlook cost?
See onlook.com/pricing for current plan details and to join the waitlist.
How is Onlook different from other AI design tools?
Most AI design tools start from a prompt and generate a prototype. That’s useful for quick ideas, less useful for designers who maintain a system and care about craft. Onlook starts from the components you already have. The canvas shows your real code; designers edit the actual product instead of accepting what AI generated; engineers pull the work into the codebase when they’re ready.
Does Onlook introduce a new file format?
No. There is no proprietary file format, no second source of truth, no migration cost. Onlook reads the React components in your repo as-is. If you outgrow Onlook or stop using it, your code is already yours — nothing to export, nothing to convert.
How does Onlook fit alongside Figma?
Figma is great for early ideation, brand work, and abstract sketching. Onlook picks up where Figma ends — when the work needs to become a real product. Many teams use both; the two tools serve different stages of the design lifecycle.
Stronger on monthly traffic, traffic growth and domain rating.
Stronger on feature coverage, integrations and pricing value.
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