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Prem AI vs Retool comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 14, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Prem AI
Ranking in AI Software Development
26th
Average Rating
10.0
Reviews Sentiment
1.0
Number of Reviews
2
Ranking in other categories
AI Development Platforms (17th)
Retool
Ranking in AI Software Development
22nd
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
12
Ranking in other categories
Rapid Application Development Software (20th)
 

Mindshare comparison

As of October 2026, in the AI Software Development category, the mindshare of Prem AI is 0.4%. The mindshare of Retool is 0.5%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
Retool0.5%
Prem AI0.4%
Other99.1%
AI Software Development
 

Featured Reviews

reviewer2760291 - PeerSpot reviewer
Head of AI at a consultancy with 1,001-5,000 employees
Has accelerated AI solution development through automated evaluation and fine-tuning
Prem Studio allowed me to easily automate and solve the complicated problem of exploring and identifying the best AI architecture for our problems. Prem Studio has a straightforward yet powerful approach to evaluate disparate AI architectures on our business problems and to accurately fine-tune the most promising ones. This significantly reduced time-to-market, almost by a factor of ten in my case, for solutions tailored and optimized for customer requirements and KPIs.
YL
IT consultant for healthcare sector at Freelancer
Has provided a quick way to build mobile apps and could improve usability for non-technical users
The best features Retool offers include the ability to quickly create a mobile app and use this mobile app in a native mobile app for Android. I found the process of creating and deploying those mobile apps for Android with Retool to be smooth as the documentation is very good, and I found answers and examples to create a mobile app. I can access a debug mode in the mobile app which was really convenient to make tests and find what can be improved, where I have a problem, and how to correct it. Retool positively impacted my organization as the proof of concept we built gave us a way to convince power users and key users before developing the real software. It was a way to maintain the launch date of the project, which helped speed up the project timeline and save resources.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The dataset management feature and the managed finetuning are the most valuable because they save the most time."
"Prem Studio allowed me to easily automate and solve the complicated problem of exploring and identifying the best AI architecture for our problems."
"Retool positively impacted my organization as the proof of concept we built gave us a way to convince power users and key users before developing the real software."
"There are several key aspects to Retool that make it stand out. Firstly, its extensive range of components makes integration straightforward. Secondly, its support for SQL and JavaScript allows for the implementation of complex logic, which is particularly beneficial for developers like yourself with experience in .NET development."
"Retool can be used with many applications as it is language independent; anyone can use it easily and create various visualizations regardless of their programming knowledge—this is the main reason I recommend it."
"We can create the dashboards quickly."
"Retool provides built-in features with all processing happening within the platform, which is a significant advantage."
"With the help of Retool, we saved a lot of time; for instance, we made a similar project before that took two to three weeks to implement the same features, but with Retool, we could check our API right away very quickly, saving around twenty percent of our time and allowing us to visualize how our API works, see the drawbacks, and make changes to our FastAPI backend."
"Retool provides us with the opportunity to save time and be more efficient."
"Retool positively impacts our organization by saving costs compared to using other data repositories, and teams prefer Retool for daily tasks that perform customizations to showcase web pages or link their data backend, making it more efficient and cost-effective than other software available in the market."
 

Cons

"The inference should be faster."
"The part where we can add some custom logic or custom plugins could be better."
"My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others."
"Retool could enhance support, including efforts to establish support centers in Europe, which was lacking previously. However, the community is still in the growth phase, leading to potential delays in receiving responses to queries."
"There are restrictions on the front-end side."
"The components are changed frequently, which is very irritating."
"In the mobile app development, you have to use JavaScript to interact with components, and for non-technical users, it's already too technical, so Retool has to add some integrated solutions."
"AI tools, features, and machine learning capabilities should be added as they would be helpful in the future."
"One area for improvement in Retool is expanding its library support to include a broader range of third-party JavaScript libraries."
 

Pricing and Cost Advice

Information not available
"For me, I'm in India right now, and we have Retool's subscription for one team member for $10 per month."
"I don't know Retool's current pricing, but it cost around $12 per month earlier."
"For new users, evaluate the scale of their administrative needs as Retool provides excellent free services for smaller setups, but larger deployments might require transitioning to a paid plan."
"The pricing is very expensive. It costs for each user, for automated users, open-end users, et cetera."
"The tool is a little bit expensive."
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Top Industries

By visitors reading reviews
No data available
Construction Company
19%
Comms Service Provider
15%
Manufacturing Company
11%
Financial Services Firm
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise4
 

Questions from the Community

What is your primary use case for Prem Studio?
I use Prem Studio to finetune LLM models so that they answer the way I want.
What is your experience regarding pricing and costs for Retool?
My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others. I feel it is an eigh...
What needs improvement with Retool?
I do not have specifics on how Retool can be improved because we are using it for internal tool building only. Regarding needed improvements, perhaps Retool can focus on not building customer-facin...
What is your primary use case for Retool?
We started using Retool last September, so it has been more than nine months now. Our main use case for Retool is an internal operations dashboard built in Retool for our AI agents. Whenever we shi...
 

Comparisons

 

Overview

Find out what your peers are saying about Prem AI vs. Retool and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.