MongoDB Atlas vs Retool comparison

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MongoDB Atlas

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Executive Summary

We performed a comparison between MongoDB Atlas 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 MongoDB Atlas vs. Retool Report (Updated: June 2026).

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MongoDB Atlas vs. Retool

June 2026

Helped 909,725 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:

ROI

Sentiment score

7.2

MongoDB Atlas boosts ROI by decreasing maintenance costs, enhancing efficiency, reducing infrastructure reliance, and minimizing operational expenses.

Sentiment score

6.5

Retool saves time and money, reducing developer dependency, while offering efficient, cost-effective solutions with a minimal monthly expense.

I find it easy to use.

Lintz Veloso

IT Manager at a government with 11-50 employees

For more quotes and insights, download the MongoDB Atlas report

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.

For more quotes and insights, download the Retool report

Product Manager at a tech vendor with 11-50 employees

Customer Service

Sentiment score

6.6

MongoDB Atlas support is mixed; valued for expertise and options, but criticized for cost and varying responsiveness.

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.

Luca Botti

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

For premium support, I would rate the support of MongoDB Atlas a nine.

For more quotes and insights, download the MongoDB Atlas report

General Manager at Kaleyra

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.

For more quotes and insights, download the Retool report

Full Stack PHP/Python AWS Developer at Binary Port

Scalability Issues

Sentiment score

7.4

MongoDB Atlas is commended for effective scalability features like horizontal scaling and sharding, suitable for diverse workloads.

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

MongoDB Atlas offers sharding as a scalability feature, although it does not perform as well as Oracle.

For more quotes and insights, download the MongoDB Atlas report

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.

For more quotes and insights, download the Retool report

software engineer at a non-tech company with 1,001-5,000 employees

Stability Issues

Sentiment score

7.9

MongoDB Atlas is praised for reliability and performance, with users rating its stability highly despite occasional UI concerns.

Sentiment score

8.4

Retool is highly rated for dependability, with users experiencing minimal issues, praising its stability and reliable performance.

When it comes to OLTP transactions, its performance declines.

DB Architect / Consultant at Virtusa Global

The stability of the product is very high.

For more quotes and insights, download the MongoDB Atlas report

General Manager at Kaleyra

Retool is stable in my experience.

For more quotes and insights, download the Retool report

IT consultant for healthcare sector at Freelancer

Room For Improvement

MongoDB Atlas faces challenges in cost management, configuration, UI stability, performance, integration, support, security, and containerization.

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.

For more quotes and insights, download the MongoDB Atlas report

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.

Nikhil Thapa

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.

For more quotes and insights, download the Retool report

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.

reviewer2775993

Construction Data Analyst at a tech services company with 10,001+ employees

Setup Cost

Enterprise buyers have mixed opinions on MongoDB Atlas pricing, finding it either cost-effective or expensive, especially with support.

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.

Luca Botti

Partner at Red software systems

The price of MongoDB Atlas is reasonable, which is why many organizations, including mine, are opting for it.

For more quotes and insights, download the MongoDB Atlas report

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.

For more quotes and insights, download the Retool report

Product Manager at a tech vendor with 11-50 employees

Valuable Features

MongoDB Atlas offers scalability, security, and easy management, enabling efficient development with reduced operational overhead and reliable performance.

Retool streamlines development with a user-friendly interface, enabling rapid MVP creation and enhancing productivity with extensive customization features.

I find MongoDB Atlas highly scalable and easy to use, with very good support.

Luca Botti

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

The most valuable features of MongoDB Atlas in handling large data volumes include collection size and its NoSQL database capabilities.

For more quotes and insights, download the MongoDB Atlas report

General Manager at Kaleyra

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.

reviewer2775993

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.

For more quotes and insights, download the Retool report

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

6.9

Number of Reviews

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

22nd

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Rapid Application Development Software (20th)

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of MongoDB Atlas is 0.7%, 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
Product	Mindshare (%)
MongoDB Atlas	0.7%
Retool	0.5%
Other	98.8%

AI Software Development

Featured Reviews

Lintz Veloso

IT Manager at a government with 11-50 employees

Developers have benefited from flexibility and performance but pricing has needed further attention

I am only familiar with databases and applications. I am from the development team and I am a user of database and cloud but I don't know the infrastructure. As a user, I deal with the Oracle Database. I know the organization has a license with the product. We don't utilize real-time analytics with MongoDB Atlas. I don't use MongoDB Atlas directly, so I don't know how it can be improved. I would place MongoDB Atlas at a medium level. I would rate it at a six or seven. I believe MongoDB Atlas can improve a little. My overall review rating for this product is six out of ten.

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Has provided a quick way to build mobile apps and could improve usability for non-technical users

IT consultant for healthcare sector at Freelancer

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.

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909,725 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

Construction Company

21%

Manufacturing Company

12%

Financial Services Firm

10%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	24
Midsize Enterprise	12
Large Enterprise	23

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	3
Large Enterprise	4

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 can be improved in a few ways. While the platform is feature-rich, some advanced configuration and performance tuning options have a learning curve, especially for teams that are new ...

What is your primary use case for MongoDB Atlas?

My main use case for MongoDB Atlas is for storing and managing semi-structured or rapidly evolving data where schema flexibility is important. A good example of how I have used MongoDB Atlas for ma...

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...

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Product Reports

Download MongoDB Atlas product report

MongoDB Atlas

August 2026

Download Retool product report

August 2026

Also Known As

Atlas, MongoDB Atlas (pay-as-you-go)

No data available

Overview

MongoDB Atlas stands out with its schemaless architecture, scalability, and user-friendly design. It simplifies data management with automatic scaling and seamless integration, providing dynamic solutions for diverse industries.

MongoDB Atlas offers a cloud-based platform valued for its seamless integration capabilities and high-performance data visualization. It features advanced security options such as encryption and role-based access control alongside flexible data storage and efficient indexing. Users benefit from its robust API support and the ability to manage the platform without an extensive setup process. Feedback suggests improvements are needed in usability, query performance, security options, and third-party tool compatibility. While pricing and support services could be more economical, there is a demand for enhanced real-time monitoring and comprehensive dashboards, as well as advanced containerization and scalability options supporting complex database structures.

What are the key features of MongoDB Atlas?

Schemaless Architecture: Flexible data storage without predefined structure.
Automatic Scaling: Dynamically adjusts resources to meet demand.
Advanced Security: Encryption and role-based access control.
User-Friendly Interface: Simplified management and operation.
Robust API Support: Facilitates integration with applications.

What benefits should you consider in a solution like MongoDB Atlas?

Cost-Effective Management: Minimizes setup and operational costs.
Dynamic Data Management: Adapts to varying business demands.
Seamless Integration: Connects easily with other tools and frameworks.
High Performance: Optimized for real-time data processing and visualization.
Reliable Support: Accessible assistance and comprehensive documentation.

In healthcare and finance, MongoDB Atlas manages payment transactions and facilitates real-time analytics, powering SaaS solutions and storing large volumes of user data. It enhances scalability, performance, and security for cloud hosting, IoT integrations, and Node.js environments, widely favored for its flexibility and capability to support microservices.

MongoDB

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.

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