Simeon J.
Entertainment, 1-10 employees
Less than a year
“helpful ideas but drifts present!!”
Pros
It's at its best when the AI actually works with you to come up with creative solutions to your problems instead of feeding you pointless excuses.
Cons
It gets frustrating when the AI suddenly veers away from what you asked for and starts doing its own thing, making things up or sending you in the wrong direction which ends up wasting credits and time.
Rating Distribution
Ease of use
5
Value for money
6
Customer Support
6
Functionality
6
Ivan A.
Internet, 1-10 employees
Less than 6 months
“helpful assistant for growing projects”
Pros
Right from the start, the agent is genuinely helpful and that support keeps being valuable as the project becomes more involved. I also really appreciate that it assists with deployment and even provides a public URL while development is still in progress.
Cons
Once the project reaches a certain level of complexity, the agent starts to lose its usefulness. During debugging, it can get stuck going in circles and when adding new features, it sometimes introduces redundant code.
Rating Distribution
Ease of use
10
Value for money
10
Customer Support
10
Functionality
10
Anonymous
Computer Software, 1-10 employees
Less than 6 months
“full-stack relief with paywall support”
Pros
One of the biggest benefits is that it covers the whole stack, so I don't have to deal with DevOps or DBA work myself and it also connects with a paywall.
Cons
A downside is that it hard-codes quite a few things and it ended up taking more time and money than I expected to fix the messes it created.
Rating Distribution
Ease of use
8
Value for money
8
Customer Support
8
Functionality
8
Tony F.
Management Consulting, 1-10 employees
Less than 6 months
“brilliant all-in-one tech assistant”
Pros
Watching so many tools come to life right in front of you is honestly amazing, websites, apps and assessment tools all included. It feels like having an incredibly bright tech assistant handling things for you.
Cons
Every now and then, having to repeat a command can be a little frustrating. That said, I think that mostly comes from how much you start expecting from it because of how quickly and effectively it delivers everything else.
Rating Distribution
Ease of use
7
Value for money
8
Customer Support
8
Functionality
8
Ruth H.
Design, 1-10 employees
Less than a year
“favorite ai app builder”
Pros
Ever since I jumped in around September 2024, right when the AI agent interface launched, I've been completely hooked. I've built roughly 40 apps with it already which says a lot about how much I enjoy using the platform. New features seem to arrive almost every week and the team is incredibly responsive when users ask for something. Out of all the ways I've used to interact with an LLM, this is easily my top choice.
Cons
There really isn't much to complain about. Sure, I've run into a few frustrating moments here and there but the team moves so fast with improvements that those blockers usually don't last long. Sometimes that comes from the LLM getting better over time but more often it's because they've made direct updates themselves. If there's one real drawback, it's that I end up spending more time and money on the platform each month than I probably should, although I do have a massive portfolio of projects to show for it.
Rating Distribution
Ease of use
9
Value for money
10
Customer Support
10
Functionality
10
Julius H.
E-Learning, 1-10 employees
Less than 6 months
“fast prototype builder”
Pros
Such a great vibe-coding tool for creating production-ready web apps. It's helped me put together several prototypes and even possible online businesses, with some of them coming together in just a couple of days.
Cons
Updated pricing setup burns through monthly credits pretty quickly, so you should expect to spend extra on agents in addition to the subscription. There are also times when the agents get stuck repeating the same problem over and over and that can end up costing actual money.
Rating Distribution
Ease of use
10
Value for money
9
Customer Support
10
Functionality
10
Anonymous
Building Materials, 1-10 employees
Less than 6 months
“quick start with promising bounties”
Pros
It is very easy which I really appreciate. The new Bounty feature also looks promising and it's actually motivated me to refresh my coding skills so I can take part in it.
Cons
It feels inconsistent. At times it does an excellent job but when I'm working through the finer details before launch, it can make some pretty significant mistakes. I've also run into a strange storage problem while building a couple of websites, where it ends up using two different storage locations and applies API changes to the temporary one instead of the storage I'd actually use for deployment. On top of that, I'd much rather have a direct and secure login option for authorization rather than redirecting users elsewhere. That kind of flow seems like it could confuse people who are trying to access a website and suddenly need to create an account on another platform.
Rating Distribution
Ease of use
9
Value for money
8
Customer Support
8
Functionality
7
Dolapo A.
Computer Software, 1-10 employees
Less than 6 months
“Quick support and friendly setup”
Pros
Customer support has been the quickest I've come across, with fast, detailed replies. They're always willing to help and even follow up with reminders to check whether the issue was resolved. The platform itself is simple to navigate and doesn't take long to learn.
Cons
The agent can get confused especially when a request is phrased too vaguely. You really need to be very specific which can be tricky when you're still developing an idea and don't fully know exactly what you want yet. Still, at least you usually know what you want to avoid.
Rating Distribution
Ease of use
9
Value for money
8
Customer Support
9
Functionality
8
Jesse L.
Environmental Services, 1-10 employees
Less than a year
“powerful no-code builder”
Pros
A really impressive turnkey platform for creating actual software. Even with zero coding background, I've been able to build several websites, web apps and Python scripts that solve real problems for me.
Cons
At times, the platform evolves quicker than the documentation can keep up with. I also don't notice it being promoted nearly as much as some competing products.
Rating Distribution
Ease of use
10
Value for money
10
Customer Support
10
Functionality
10
Katharina S.
Health, Wellness and Fitness, 1-10 employees
Less than 6 months
“plain-English building with formatting friction”
Pros
It was surprisingly easy, even without any background in coding or app development. The part I value most is how approachable it feels, you really don't need a technical skill set to begin building something functional and professional. One of my favorite features is being able to create the app using everyday language. Rather than learning complicated programming syntax, I can explain in plain English what I want the app to do and it helps turn that into code. That makes the whole experience far less intimidating and much more creative, since I can concentrate on the features and user experience I want instead of getting stuck on technical roadblocks.
Cons
Formatting can be difficult to deal with. It often seems to have its own idea of how things are supposed to look and it sometimes adds mistakes or unnecessary elements that take extra time to clean up. The design logic doesn't always feel simple and even though recent updates have made some improvements, the errors can still be annoying especially when the platform says certain issues have been fixed but they still show up. At times, it can feel a little too confident about what it can actually do.
Rating Distribution
Ease of use
6
Value for money
7
Customer Support
6
Functionality
7
Alistair P.
Information Technology and Services, 1-10 employees
Less than 6 months
“helpful previews but frustrating fixes”
Pros
Being able to speak to it and turn an idea into a product is a really useful feature. I also appreciate that it now shows a preview before you commit to the build which makes the process feel more controlled. On top of that, it works well for brainstorming and asking questions without changing the actual build.
Cons
My biggest issue is that it often says a change has been made when the problem is still there. Even when I request very specific fixes multiple times, it still doesn't seem to correct them. To make matters worse, it ends up burning through my tokens in the process.
Rating Distribution
Ease of use
6
Value for money
6
Customer Support
6
Functionality
6
Volodymyr T.
Information Technology and Services, 11-50 employees
Less than 6 months
“rapid web app prototyping”
Pros
Building web app prototypes with this is much faster than the usual process of going back and forth with designers and then coding the layout and functionality from sketches. In a single day, I can get to the same point that would normally take around 40 hours of manual work.
Cons
It struggles when a custom backend is involved. I tried adding logic for WebSockets and non-cloud-based authorization and it ended up taking a lot of time with several rounds of rework. Web3 authentication was also poorly supported, so I had to rebuild that part manually.
Rating Distribution
Ease of use
8
Value for money
8
Customer Support
8
Functionality
8
Craig A.
E-Learning, 1-10 employees
Less than 6 months
“helpful and friendly to use”
Pros
Working with it feels very natural, almost like chatting with a friend who can handle things you can't do yourself.
Cons
Explaining exactly what you want can take some effort and a bit of time. It often takes testing a few different ideas before landing on the right result but I'm still making steady progress.
Rating Distribution
Ease of use
8
Value for money
8
Customer Support
8
Functionality
8
Willem
E-Learning, 1-10 employees
Less than a year
“fantastic for MVP building”
Pros
It's a fantastic option for building software especially when you're putting together an MVP or prototype. The platform is approachable for non-coders and even the paid plan offers really great value for the price.
Cons
There are times when the AI coding agent doesn't behave the way it should and seems to have trouble correcting its own mistakes. That can definitely make the process frustrating at times.
Rating Distribution
Ease of use
7
Value for money
9
Customer Support
8
Functionality
8
Jad A.
Accounting, 1-10 employees
Less than a year
“fun platform with rapid updates”
Pros
Platform and agent felt very approachable, even without a technical background and there's a lot you can accomplish with it. More than that, it's genuinely enjoyable to use. Bounties was one of those underrated features that deserved more attention and I really hope it continues to do well under Contra. The pace of shipping and the steady stream of product improvements have also been impressive especially since maintaining that kind of momentum consistently is tough.
Cons
Nothing major comes to mind. A few times after agent updates, performance got a bit slower but those issues were fixed pretty quickly.
Rating Distribution
Ease of use
10
Value for money
10
Customer Support
9
Functionality
10
Antonio
Information Technology and Services, 1-10 employees
Less than 6 months
“powerful and surprisingly capable”
Pros
Getting started with this software is easy but what really stands out is how much it can actually do. It's user-friendly while still being impressively powerful and it lets you accomplish a lot more than you'd initially expect.
Cons
One issue is that the Agent can sometimes take too much freedom with tasks and overlook direct instructions especially when it's told not to change or do certain things.
Rating Distribution
Ease of use
9
Value for money
8
Customer Support
8
Functionality
9
Alexander
Restaurants, 1-10 employees
Less than 6 months
“Great no-code app creation”
Pros
Being able to build just about any application without needing to know how to code has been a huge help.
Cons
Even though it's a very capable tool, it does make mistakes at times and that becomes frustrating when you have to spend money to make those corrections. It would also benefit from some kind of learning feature for new users that explains how to ask the Agent better questions and how to clearly talk through and describe the issues it has identified.
Rating Distribution
Ease of use
9
Value for money
10
Customer Support
10
Functionality
10
Loris
Events Services, 1-10 employees
Less than 6 months
“Simple results without coding”
Pros
Building an online job platform by myself with zero coding background has been very manageable with this. It's surprisingly simple and I can get great, effective results pretty quickly.
Cons
One thing I'd still like to see is automatic screenshots for checking the frontend, instead of having to manually point out obvious issues myself.
Rating Distribution
Ease of use
10
Value for money
10
Customer Support
10
Functionality
10
Matthew F.
Entertainment, 1-10 employees
Less than 6 months
“brilliant output but costly limits”
Pros
At its best, it really shines, it follows your instructions closely and sometimes even improves on what you originally asked for with extra touches that make the result better.
Cons
Unfortunately, when it misses the mark, it becomes extremely frustrating and it often doesn't correct the issue while still using up your credits the whole time. The apps it creates are also nowhere near scalable unless they're very basic and you have to pay to publish them too. On top of that, you can't actually download them to submit to the App Store, so in the end you're basically just sharing a web link. The PS25 credit included with the yearly subscription disappears very quickly which means you either have to keep buying more credits or wait until the next month.
Rating Distribution
Ease of use
5
Value for money
6
Customer Support
6
Functionality
6
Minh D.
Cosmetics, 1-10 employees
More than a year
“powerful ai and integration”
Pros
The app's AI system is really impressive overall. It's also very accessible and simple to reach whenever needed. On top of that, the way the coding integration works is among the best I've seen.
Cons
One clear downside shows up when launching apps especially with the PyQt5 library. There are times when it refuses to launch even though my code is correct which gets very frustrating. The AI also occasionally produces incorrect code and overall that can become pretty annoying.
Rating Distribution
Ease of use
10
Value for money
10
Customer Support
10
Functionality
10