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

Lovable
replit
bolt.new
BASE44
Generate and preview websites and web applications generated with AI, build your website using text. Vibe coding platform.
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 | matrixcoder.io |
| Pricing | ||
| Platforms | — | |
| Company | Startup from Germany · 50 - 99 employees · 2019 | Startup from the United States · 1 - 9 employees |
| 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...
Matrix Coder is the only vibe coding platform that doesn’t lock you into subscriptions. Describe your idea in plain text and watch AI instantly generate, preview, and refine beautiful React components, full web apps, dashboards, landing pages, and entire products right in your browser. No rigid...
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
Demo
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Softr and Matrix Coder.
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.
Matrix Coder's answer:
With so many vibe coding platforms on the rise and all of them asking for a monthly subscription, it is high time for someone to unbundle their offering and present it as a pay as you go option
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.
Matrix Coder's answer:
This is the only vibe coding platform that does not require a subscription. Never worry about being overfilled. Buy tokens as you need and pay as you go
Softr's answer
Over 1 million teams use Softr to build and run business operations apps: - Netflix - Google - Stripe - UPS - MIT - Clay - Celonis - Make
Matrix Coder's answer:
You are the most important customer!
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.
Matrix Coder's answer:
Other coding platforms look to extract as much money out of you as possible, hoping you forget to cancel their $20 a month subscription. You are not likely to be building a new web app every month, so why a subscription? Only Matrix Coder offer pay as you go option.
Matrix Coder's answer:
Vercel, Supabase, Google Cloud, Anthropic
Matrix Coder's answer:
Anyone looking to build beautiful websites and web applications using AI
Share your experience with using Softr and Matrix Coder. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


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 Matrix Coder 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 Matrix Coder since May 2026.
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