React Native vs. Retool

We are implementing React Native framework for the development of the Front-End for the machine learning models maintenance and monitoring website. It provides meaningful error messages, and time-saving and robust tools make it a premium choice over other platforms. Moreover, it provides intelligent debugging tools and error report mechanisms. And most importantly for us, it provides the aesthetic minimal functionality to learn in order to implement it, thereby eliminating the need to work in Xcode or Android Studio for iOS or Android apps respectively.

Incentivized

Works well in: Connecting directly to databases and APIs holding candidate data. Allows teams to easily drill into records from different data sources. Quick to build dashboards. It wouldn't work well without a team to actually get it set up. There is limited design/ branding, making it look very basic. Your team requires training because data can be overwritten easily. Having some knowledge with your whole team is super important, and if you work with contractors or non-tech people, this can be a huge issue.

Incentivized

• Customized Components
• State Management
• Extensibility
• Usage and Community

Incentivized

• Ease of use - someone with small amount of experience can use it.
• Adaptability - you can build a lot of things with it.
• Reliability - works quite well.

Incentivized

• Performance is still lower than native app development (Kotlin, Swift, etc.)
• Not efficient design-wise (if you are planning to implement some advanced design, then you should reconsider the approach provided by React Native)
• Issues with the update to the last release of React Native

Incentivized

• Some Retool apps can become slow to load or refresh.
• When multiple team members work on the same app, changes can overwrite each other or break functionality.
• The UI/UX is pretty basic.

Incentivized

Because even though it is quite intuitive it is not the best tool I have ever seen.

Incentivized

Decision for React Native came mainly from the big popularity of the framework. Thus, we had a big base of resources we could come back to. We also used it because it is a javascript framework. Thus, we could utilize the already existing experience in javascript and web development to ensure a smoother implementation of the app.

Incentivized

We selected Retool because it offers the best balance of usability and power compared to alternatives like Appsmith, ToolJet, and OutSystems. It allows us to build much faster, with broad integrations and strong enterprise features like permissions and environment management. Competing tools were either too limited, required more engineering effort. Overall, retool support has been decent too.

Incentivized

• Decreased the development process time via robust and easy-to-use platform
• Easier to debug with a provided intelligent tool as well as error-prone messages, which allows developing in a paced manner for the decreased Time-To-Market
• Reusable code base can directly impact lead time and thereby on ROI in a positive manner

Incentivized

• Major impact - ability to build a backend system is huge.
• Major impact - used every day by multiple people.
• Major impact - ability to be used by less technical teammates.

Incentivized