Find your vibe coding tool.
We experiment with the tools so you don’t have to guess. Answer 5 questions, get matched to the right tool for how you build.
Which vibe coder are you?
Three types of builder. One quiz. The right tool in 60 seconds.
The Builder
You have an idea and you need to ship it. You want something live with users as fast as possible.
Find my tool →The Learner
You’re exploring what’s possible with AI coding tools and want to experiment without commitment.
Find my tool →The Automator
You want to connect tools, eliminate repetitive work, and build workflows, not full applications.
Find my tool →60 seconds to clarity
Answer 5 questions
What you’re building, your experience level, your timeline, budget, and whether it needs to make money.
Get your match
The quiz maps your answers to one of 8 tools based on real usage patterns, not marketing copy.
Get your setup guide
A personalised starting prompt, first steps, and the mistake most people make with that tool in week one.
What vibe coders are shipping
No dev background required.
Took the quiz on a Monday, had a working prototype by Friday. The setup guide was the piece I was missing.
I’d wasted two months on the wrong tool. The quiz would’ve saved me that entire detour.
Didn’t know what I was doing. Matched to Replit. Now I’ve shipped three small projects and actually understand what I’m building.
We did the research
Vibe Coding Success Rate for Non-Developers (2026)
What percentage of non-developers actually ship a working product, and why most stall at month three.
Best AI Coding Tool for Non-Developers: Which One Actually Ships?
We tested all eight tools over 90 days. This is what actually shipped versus what just looked impressive in demos.