Workshop vs Bubble

Both build web apps without traditional coding. Workshop generates real code you own; Bubble locks you into its runtime.

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After two years on Bubble, migrating off felt impossible — everything was proprietary. Workshop builds real code from day one, so I never have to worry about lock-in again.
Valentina Stewart

Workshop and Bubble both enable non-developers to build applications. Workshop uses AI-powered code generation to create production-grade apps with full code access. Bubble uses visual programming with a proprietary runtime. Workshop produces portable, standard code; Bubble offers deeper visual logic building but with vendor lock-in.

At a Glance

Choose Workshop if you want:

  • You want portability and ownership: build locally and deploy on your terms.
  • You want full flexibility in UI, architecture, and integrations as you scale.
  • You’re building beyond a browser-only app (desktop/mobile/offline or local models).
  • You want a path that aligns with developer workflows long-term.

Choose Bubble if you want:

  • You want a visual no-code builder to launch a web app quickly.
  • You prefer built-in hosting and platform-managed infrastructure.
  • You want a plugin marketplace and platform conventions over custom architecture.
  • You’re optimizing for speed-to-MVP without engineering-heavy choices.

Feature Comparison

WorkshopBubble
Primary FocusProduct-grade appsNo-code web apps
AI AppsYes (in-product AI)Yes (platform features/plugins)
Hosting ModelLocal-first; deploy anywherePlatform-hosted
Export / PortabilityExportable, portable projectsLimited portability
Local DevelopmentYesNo
Data ConnectivityDBs, APIs, warehouses, filesAPIs + plugins + platform DB

Where Workshop and Bubble Differ

Deployment & Ownership

Workshop: Workshop is built around ownership: develop locally, deploy where you want, and keep a portable project that isn’t locked to a hosted builder.

Bubble: Bubble is a platform experience: you build and run inside Bubble’s environment. It’s convenient for launching quickly, but it’s a different tradeoff than owning a deployable codebase.

Working With Real Data

Workshop: Workshop is designed to integrate directly with real data sources—databases, warehouses, APIs—and to support product workflows around that data.

Bubble: Bubble makes it easy to stand up app logic quickly using platform primitives, plugins, and integrations, especially for MVPs.

Flexibility & Tech Stack

Workshop: Workshop is meant to stay flexible as requirements grow: custom UI patterns, deeper integrations, and evolving architecture.

Bubble: Bubble is flexible within platform conventions. For many MVPs that’s ideal; for complex products, platform constraints can become a factor.

Ideal Team Profile

Workshop: Teams who expect to scale a product with long-term engineering ownership and deployment flexibility.

Bubble: Teams who want a no-code path to launch quickly and are comfortable with platform-managed infrastructure.

Best for Different Use Cases

Building a Website

Workshop: When Workshop makes sense: You want a website that’s part of a broader product stack you can own and deploy.

Bubble: When Bubble makes sense: You want to ship a website + web app quickly using a visual builder and hosted platform.

Building an AI App

Workshop: When Workshop makes sense: AI is central to the product and you need full control over models, data access, and UX.

Bubble: When Bubble makes sense: You want to prototype AI-powered flows quickly using integrations and platform features.

Building a Dashboard

Workshop: When Workshop makes sense: You need a dashboard that behaves like product UI with roles, embedding, and workflow actions.

Bubble: When Bubble makes sense: Your dashboard can live as a set of app pages built in a no-code environment.

Building an Internal Tool

Workshop: When Workshop makes sense: You want internal tools with stricter ownership, deployment, or offline requirements.

Bubble: When Bubble makes sense: You want internal tools fast and are comfortable running them on a hosted platform.

“Bubble helped us validate the idea, but we outgrew platform constraints as the product got more complex. Workshop gave us the ownership and flexibility to keep building long-term.”

— Founder, Seed-Stage Startup

Why Teams Choose Workshop Long-Term

  • Own the project as requirements grow beyond a hosted builder.
  • Deploy in the environments your customers and security teams require.
  • Use cloud or local models depending on privacy and cost constraints.
  • Extend beyond web into desktop/mobile/offline when needed.

Frequently Asked Questions

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