
Bubble.io
Airtable
Lovable
Glide
Webflow
Carrd
Retool
The AI app builder for business operations

Seer
Testim
Devin
Cypress.io
mabl
GitHub Copilot
Bugsnap AI
Automated testing that runs on every pull request. AI-powered, always up-to-date, zero maintenance.
Which is more popular?
Based on our record, Softr seems to be more popular. It has been mentioned 37 times since March 2021.
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | softr.io | bugster.dev |
| Pricing | ||
| Platforms | — | |
| Company | Startup from Germany · 50 - 99 employees · 2019 | Startup from the United States |
| Listed in |
In their own words, as submitted to SaaSHub.


Softr is the AI app builder for business operations. Build secure internal tools and portals with databases, workflow automation, and integrations included. Access control and granular permissions are built in, so non-technical teams can launch, maintain, and change their own tools without...
Bugster is an testing agent that performs end-to-end (E2E) testing in real browsers without requiring code. Transform manual test cases into automated AI-powered tests instantly. Our platform uses intelligent agents that run on every pull request, testing your web applications like real users...
What each product offers, as listed by its team.


An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
Build Business Apps with AI - That Actually Work | Softr
No Bugster.dev videos yet. You could help us improve this page by suggesting one.
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Softr and Bugster.dev.
Softr's answer
We launched Softr with a single vision: to give 1 billion business users the ability to build the tools they need — without relying on developers, without learning to code.
Softr is now powering over 1 million builders worldwide - including companies like Netflix, Google, Stripe, UPS, and Clay, who build and run the systems that power their business operations.
We’re a fully remote, distributed, and diverse team of curious, ambitious, and driven individuals.
Softr's answer
Many app builders or out-of-the-box tools are either too rigid, too expensive, or fall apart the moment real users and real data are involved. Softr is different because it's built for actual business use from day one.
Describe what you need, and the AI Co-Builder generates a fully functional app — database, logic, and UI already connected. No generated code to debug, no developer needed to make it production-ready.
From there, you stay in control: customize through prompting or visual editing, manage data in Softr Databases or connect to existing tools, set up granular permissions, and connect to Softr MCP. As your business grows, your portal grows with it — without starting over or calling in a developer.
Bugster.dev's answer:
Bugster autonomously updates tests based on real user flows, eliminates manual test creation, detects bugs early, and integrates seamlessly with CI/CD pipelines.
Softr's answer
Over 1 million teams use Softr to build and run business operations apps: - Netflix - Google - Stripe - UPS - MIT - Clay - Celonis - Make
Softr's answer
Unlike pure vibe coding platforms, Softr puts a clear boundary around what AI can generate. Business teams can customize the UI, without asking an LLM to generate or manage the security model, backend, credentials, or infrastructure.
Bugster.dev's answer:
Bugster stands out by offering fully autonomous test maintenance, automatically adapting tests as your application evolves—eliminating the need for constant manual updates. Unlike competitors that rely on static scripts, Bugster generates end-to-end (E2E) tests based on real user interactions, ensuring that test cases reflect actual user behavior. Developers save valuable time by avoiding manual test creation while benefiting from detailed AI-powered logs and reports that accelerate the debugging process. Bugster seamlessly integrates with CI/CD pipelines, enabling continuous testing and ensuring that your application remains stable and reliable. With Bugster, busy developers can focus on delivering features, knowing their application is being thoroughly tested in the background.
Share your experience with using Softr and Bugster.dev. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Softr focuses on a narrower job and does it well: client portals, internal tools and directories built on top of data you already have, including Airtable, Google Sheets or its own database. If what you really want is...
By streamlining the traditionally time-consuming and costly website development process, Softr is championing the rise of no-code web development and unlocking limitless possibilities for individuals and businesses...
We have no reviews of Bugster.dev yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Web Apps: - Start with Glideapps.com or softr.io - if you get comfortable and still like to build web apps learn bubble.io or weweb.io or flutterflow.com. Source: almost 3 years ago
Hey, My recommendation: - If you don't have previous knowledge start with one of the tools with a lower learning curve glideapps.com or softr.io - If you build a few apps with those, then I would start to learn one of the tools with a... Source: almost 3 years ago
You should try softr.io They have an amazing free plan. Source: almost 3 years ago
Tracking Bugster.dev since Mar 2025.
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Devin is an autonomous agent that solves engineering tasks through the use of its own shell, code editor, and web browser.
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