Workshop vs Bubble
Both build web apps without traditional coding. Workshop generates real code you own; Bubble locks you into its runtime.
Import your Bubble projectAfter 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.
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
| Workshop | Bubble | |
|---|---|---|
| Primary Focus | Product-grade apps | No-code web apps |
| AI Apps | Yes (in-product AI) | Yes (platform features/plugins) |
| Hosting Model | Local-first; deploy anywhere | Platform-hosted |
| Export / Portability | Exportable, portable projects | Limited portability |
| Local Development | Yes | No |
| Data Connectivity | DBs, APIs, warehouses, files | APIs + 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
Related Comparisons
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