No more typing reviews! Try our Samantha, our new voice AI agent.

MongoDB Atlas vs Retool comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
7.1
MongoDB Atlas offers cost savings, enhances development efficiency, and improves application performance, crucial for large-scale distributed storage projects.
Sentiment score
6.5
Retool saves time and money, reducing developer dependency, while offering efficient, cost-effective solutions with a minimal monthly expense.
We have seen a return on investment; while we do not have the exact numbers, as it is saving our time and making our development easier, we can easily say the cost is being reduced.
Senior Software Developer at NIT
I find it easy to use.
IT Manager at a government with 11-50 employees
We had fewer front-end resources, and while developing with Retool, we did not need many front-end team members, which saved on salaries.
software engineer at a non-tech company with 1,001-5,000 employees
I think we can see time saved to start the proof of concept and maybe money saved because I was able to develop the mobile app alone without needing additional resources.
IT consultant for healthcare sector at Freelancer
We have seen a return on investment because we are building these internal dashboards 30 to 50% faster, so we are saving approximately 30 to 50% of an employee's time.
Product Manager at a tech vendor with 11-50 employees
 

Customer Service

Sentiment score
6.8
MongoDB Atlas support is responsive but costly, with mixed feedback due to delays and reliance on documentation and community.
Sentiment score
5.5
Retool's customer service is mixed, with varying satisfaction levels, reliance on external resources, and praise for prompt assistance.
I have used them sometimes, even recently, and found the feedback to be spot on our needs.
Partner at Red software systems
The features of MongoDB Atlas fall short, resulting in an average rating due to higher-expectation features still lacking in its offerings.
DB Architect / Consultant at Virtusa Global
Most of the issues I encountered, like query performance or indexing, were handled internally through monitoring, optimization, and best practices.
Senior Software Developer at NIT
The customer support is amazing; overall, AWS customer support is very professional and fast.
software engineer at a non-tech company with 1,001-5,000 employees
It is very easy to learn and integrate within our database and infrastructure because we are already on Amazon Web Services, and our entire tech stack is on Amazon Web Services.
Product Manager at a tech vendor with 11-50 employees
Technical support team is available, but I haven't needed to contact them.
Full Stack PHP/Python AWS Developer at Binary Port
 

Scalability Issues

Sentiment score
7.6
MongoDB Atlas is highly scalable, adapting to changing demands, efficiently distributing data, and facilitating seamless expansion for applications.
Sentiment score
6.7
Retool efficiently scales, supporting many users with large datasets, offering customization and security, although complexity may rise with features.
It's very much scalable, and I would rate scalability a nine.
General Manager at Kaleyra
It supports both vertical scaling and horizontal scaling through sharding, where data is distributed across multiple nodes.
Senior Software Developer at NIT
MongoDB Atlas offers sharding as a scalability feature, although it does not perform as well as Oracle.
DB Architect / Consultant at Virtusa Global
It's scalable and doesn't experience any slowdown when handling increasing data volumes.
Full Stack PHP/Python AWS Developer at Binary Port
Retool is more suited for startups, but it can get messy at scale.
software engineer at a non-tech company with 1,001-5,000 employees
 

Stability Issues

Sentiment score
8.0
Users commend MongoDB Atlas for stability and reliability, despite interface critiques and challenges with OLTP transactions and triggers.
Sentiment score
8.4
Retool is highly rated for dependability, with users experiencing minimal issues, praising its stability and reliable performance.
Since it is a managed service, features like replication, automatic failover, and backups are handled by the platform.
Senior Software Developer at NIT
When it comes to OLTP transactions, its performance declines.
DB Architect / Consultant at Virtusa Global
The stability of the product is very high.
General Manager at Kaleyra
Retool is stable in my experience.
IT consultant for healthcare sector at Freelancer
 

Room For Improvement

Users seek MongoDB Atlas enhancements in data processes, integration, UI, performance, scalability, documentation, and cost efficiency.
Retool's front-end and usability limitations frustrate users, highlighting needs for enhanced customization, integration, and non-technical user support.
Enhancing capabilities for data pipelines and visualization dashboards.
DB Architect / Consultant at Virtusa Global
MongoDB Atlas should support containerization.
General Manager at Kaleyra
The UI is good, although I have checked one aspect in MongoDB Atlas: when we make transactions, they do not process in real-time and require a refresh.
Software Developer
Retool needs more customization options, as it should not be limited to a few customization features; it should be broader, with more features available for users to utilize.
software engineer at a non-tech company with 1,001-5,000 employees
AI tools, features, and machine learning capabilities should be added as they would be helpful in the future.
Full Stack PHP/Python AWS Developer at Binary Port
There should be better documentation or support for non-technical users, providing a platform to learn and implement Retool effectively.
Construction Data Analyst at a tech services company with 10,001+ employees
 

Setup Cost

Enterprise buyers find MongoDB Atlas competitively priced, valuing its pay-as-you-go model, flexibility, and minimal initial setup expense.
Retool's pricing is affordable for small setups but can be expensive for larger deployments compared to industry leaders.
For our service, it was around 300 to 600 euros per month, which was acceptable for our customers.
Partner at Red software systems
The price of MongoDB Atlas is reasonable, which is why many organizations, including mine, are opting for it.
DB Architect / Consultant at Virtusa Global
The pricing, setup cost, and licensing experience were good as the free plan was enough for us.
IT consultant for healthcare sector at Freelancer
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.
Product Manager at a tech vendor with 11-50 employees
 

Valuable Features

MongoDB Atlas excels in scalability, security, usability, and efficiency, effectively handling unstructured data and reducing operational costs.
Retool streamlines development with a user-friendly interface, enabling rapid MVP creation and enhancing productivity with extensive customization features.
MongoDB Atlas is a fully managed service, meaning it handles deployment, scaling, backup, patching, and maintenance automatically, which allows developers to focus more on application logic instead of infrastructure.
Senior Software Developer at NIT
I find MongoDB Atlas highly scalable and easy to use, with very good support.
Partner at Red software systems
It is particularly useful for unstructured and semi-structured data because of its performance in these areas.
DB Architect / Consultant at Virtusa Global
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.
Construction Data Analyst at a tech services company with 10,001+ employees
Compared to other solutions, the time is 30 to 50% shorter when we are building an internal tool using Retool.
Product Manager at a tech vendor with 11-50 employees
Retool provides built-in features with all processing happening within the platform, which is a significant advantage.
Full Stack PHP/Python AWS Developer at Binary Port
 

Categories and Ranking

MongoDB Atlas
Ranking in AI Software Development
14th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
52
Ranking in other categories
Database as a Service (DBaaS) (4th), Managed NoSQL Databases (3rd), Database Management Systems (DBMS) (7th)
Retool
Ranking in AI Software Development
21st
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
12
Ranking in other categories
Rapid Application Development Software (19th)
 

Mindshare comparison

As of July 2026, in the AI Software Development category, the mindshare of MongoDB Atlas is 0.8%, up from 0.1% compared to the previous year. 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 (%)
MongoDB Atlas0.8%
Retool0.5%
Other98.7%
AI Software Development
 

Featured Reviews

Varuns Ug - PeerSpot reviewer
Senior Software Developer at NIT
Flexible document workflows have accelerated schema changes and simplified evolving data models
MongoDB Atlas currently has almost all the features we require, but there are some points where I see certain improvements. One area is cost visibility and optimization. Since pricing is largely based on storage and cluster size, it can sometimes be difficult to predict or optimize cost without deeper insights. More granular cost breakdowns or recommendations would be helpful. Another area I can mention is performance tuning transparency. While MongoDB Atlas provides monitoring and suggestions, debugging deeper issues like slow queries, index efficiency, or shard imbalance can sometimes require more control or visibility. Cost optimization, deeper performance insight, and easier scaling decisions would make MongoDB Atlas even more powerful. A couple of additional areas where MongoDB Atlas could improve are integrations and developer experience. For integrations, while MongoDB Atlas supports major cloud providers and tools, deeper and more seamless integration with observability patterns would make troubleshooting distributed systems easier. On the documentation side, while it is generally good, some advanced topics like sharding strategies, performance tuning, and real-world scaling patterns could benefit from more practical guidance. Additionally, a better local-to-cloud development experience, making it easier to replicate production-like MongoDB Atlas environments locally, would help developers test performance and scaling scenarios more efficiently.
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.
report
Use our free recommendation engine to learn which AI Software Development solutions are best for your needs.
902,894 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Manufacturing Company
14%
Financial Services Firm
12%
Construction Company
10%
Computer Software Company
7%
Construction Company
21%
Manufacturing Company
12%
Financial Services Firm
11%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise11
Large Enterprise23
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for MongoDB Atlas?
Pricing-wise, MongoDB Atlas has a pay-as-you-go strategy. The documentation for MongoDB is very good; I have learned multiple things through reading it. The free tier is M0 for $0, which is suitabl...
What needs improvement with MongoDB Atlas?
MongoDB Atlas currently has almost all the features we require, but there are some points where I see certain improvements. One area is cost visibility and optimization. Since pricing is largely ba...
What is your primary use case for MongoDB Atlas?
In my day-to-day work, I use MongoDB Atlas primarily for storing and querying semi-structured or dynamic data where schema flexibility is important, as I work extensively on schema design, indexing...
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

 

Also Known As

Atlas, MongoDB Atlas (pay-as-you-go)
No data available
 

Overview

 

Sample Customers

Wells Fargo, Forbes, Ulta Beauty, Bosch, Sanoma, Current (a Digital Bank), ASAP Log, SBB, Zebra Technologies, Radial, Kovai, Eni, Accuhit, Cognigy, and Payload.
Information Not Available
Find out what your peers are saying about MongoDB Atlas vs. Retool and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.