Prem Studio vs Retool comparison

Read 11 Retool reviews

1,139 Views
410 Comparison Views

100% willing to recommend

Prem Studio

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Prem Studio and Retool based on real PeerSpot user reviews.

Find out in this report how the two AI Software Development solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Prem Studio vs. Retool Report (Updated: February 2026).

Download the complete report

Prem Studio vs. Retool

February 2026

Helped 885,311 peers since 2012

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 Studio

Ranking in AI Software Development

21st

Average Rating

10.0

Reviews Sentiment

1.0

Number of Reviews

Ranking in other categories

AI Development Platforms (18th)

Retool

Ranking in AI Software Development

11th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Rapid Application Development Software (15th)

Featured Reviews

reviewer2760291

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.

Read full review

Yannick LE GAL

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.

Read full review

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."

"Retool provides us with the opportunity to save time and be more efficient."

"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."

"The stability is okay."

"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."

"Retool provides built-in features with all processing happening within the platform, which is a significant advantage."

"The most valuable feature of the solution is connectivity with APIs and other databases."

More Retool pros

Cons

"The inference should be faster."

"Retool, being a low-code/no-code platform, could improve by allowing users, particularly non-technical users, to use it more easily."

"AI tools, features, and machine learning capabilities should be added as they would be helpful in the future."

"The part where we can add some custom logic or custom plugins could be better."

"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."

"One area for improvement in Retool is expanding its library support to include a broader range of third-party JavaScript libraries."

"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."

"The solution lacks inbuilt customization to customize bar charts."

More Retool cons

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."

"The tool is a little bit expensive."

"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."

See which vendors are best for you

Use our free recommendation engine to learn which AI Software Development solutions are best for your needs.

See recommendations

885,311 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Construction Company

19%

Manufacturing Company

11%

Comms Service Provider

10%

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	3
Large Enterprise	4

Questions from the Community

What is your experience regarding pricing and costs for Prem Studio?

Evaluations can be costly.

What needs improvement with Prem Studio?

The inference should be faster.

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?

The pricing, setup cost, and licensing experience were good as the free plan was enough for us.

What needs improvement with Retool?

Retool, being a low-code/no-code platform, could improve by allowing users, particularly non-technical users, to use it more easily. In the mobile app development, you have to use JavaScript to int...

What is your primary use case for Retool?

My main use case for Retool involves an inventory app project. I built a mobile app to make an inventory of chemistry products. Retool helped me with that project as it was a good way to show a qui...

Jitterbit Vinyl vs Retool

Comparisons

No data available

Streamlit vs Retool

Compared 24% of the time

Pega Platform vs Retool

Compared 14% of the time

ToolJet vs Retool

Compared 10% of the time

AWS App Studio vs Retool

Compared 10% of the time

Compared 9% of the time

More Retool Competitors

Product Reports

Download Prem Studio product report

AI Development Platforms

March 2026

Download Retool product report

March 2026

Overview

Information not available

Prem

Retool enables rapid construction of internal tools with minimal coding, streamlining workflows across HR, customer support, and compliance. Praised for its drag-and-drop interface, extensive component library, and SQL support, it boosts organizational efficiency by automating tasks and enhancing data management.