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Docker vs MongoDB Atlas comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 11, 2025

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
8.0
Docker boosts ROI by reducing time, staffing, and costs, while improving efficiency, productivity, and simplifying deployment and collaboration.
Sentiment score
8.0
MongoDB Atlas offers cost savings, reduced maintenance, and efficiency, though some find support expensive; ongoing enhancements ensure satisfactory returns.
I can do containerization and share it with every computer, making it work for everyone.
Site Reliability Engineer at Granicus Inc.
I find it easy to use.
IT Manager at a government with 11-50 employees
 

Customer Service

Sentiment score
4.2
Docker provides strong support with thorough documentation, community resources, and additional SLA features for paid users.
Sentiment score
7.0
Customers find MongoDB Atlas support varies; premium support is praised, but cost and first-level delays are concerns.
From what I gather, customer support is great; they are quick and always available to support or help.
Site Reliability Engineer at Granicus Inc.
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
For premium support, I would rate the support of MongoDB Atlas a nine.
General Manager at Kaleyra
 

Scalability Issues

Sentiment score
7.5
Docker provides scalable container management with Kubernetes, suitable for cloud environments, though needing automation improvements for broader efficiency.
Sentiment score
7.6
MongoDB Atlas is praised for efficient scalability, handling large data volumes easily, though configuration and cost present challenges.
Previously, only one or two applications could run on a server, but now it can handle hundreds of applications, scaling up or down as needed.
Senior Cloud Engineer - AWS at Bytedance
A realistic metric I observe is that I can scale services from two to over 20 containers without code changes.
Site Reliability Engineer at Granicus Inc.
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.
DB Architect / Consultant at Virtusa Global
 

Stability Issues

Sentiment score
7.9
Docker is favored for its stability and effective container management, despite minor issues like memory and Windows compatibility.
Sentiment score
7.9
MongoDB Atlas is praised for stability, reliability, performance, and features, making it ideal for mission-critical environments.
Docker has been very stable in my environment, especially once best practices and proper organization were in place.
Site Reliability Engineer at Granicus Inc.
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
 

Room For Improvement

Docker requires improved documentation, stability, user interfaces, and performance, alongside easier cloud integration and better community support.
MongoDB Atlas users seek improved UI, performance, integration, cost efficiency, and support while desiring better data management features.
Docker is a time-tested, proven solution with industry-wide applications.
Senior Cloud Engineer - AWS at Bytedance
Docker is excellent for containerization and CI/CD, but it can be improved in areas of built-in security, network simplicity, and observability.
Site Reliability Engineer at Granicus Inc.
In terms of communication between services, perhaps the configuration within networks between containers could be improved.
Software Engineer at a tech services company with 51-200 employees
Enhancing vector processing for AI capabilities would also be critical.
DB Architect / Consultant at Virtusa Global
MongoDB Atlas should support containerization.
General Manager at Kaleyra
I would say pricing is an area where MongoDB Atlas could improve.
IT Manager at a government with 11-50 employees
 

Setup Cost

Docker offers scalable open-source and enterprise options with flexible pricing, starting at $5 per user, impacting overall costs.
Enterprise users find MongoDB Atlas cost-effective yet occasionally expensive, valuing scalability and payment flexibility despite potential additional fees.
Docker Desktop is free for individual developers and small teams, but a paid subscription is required for large enterprises.
Site Reliability Engineer at Granicus Inc.
I consider Docker's pricing to be affordable.
Software Engineer at a tech services company with 51-200 employees
The price of MongoDB Atlas is reasonable, which is why many organizations, including mine, are opting for it.
DB Architect / Consultant at Virtusa Global
For our service, it was around 300 to 600 euros per month, which was acceptable for our customers.
Partner at Red software systems
 

Valuable Features

Docker offers secure, flexible, and easy containerization with fast deployment, automation, cost savings, and seamless integration across platforms.
MongoDB Atlas offers high speed, scalability, security, and cost-effectiveness, supporting diverse requirements with its user-friendly, cloud-based design.
Good security capabilities are included as well, providing image scanning, non-root containers, and minimal base images that reduce the attack surface.
Site Reliability Engineer at Granicus Inc.
It allows the software to run on various machines without compatibility issues, saving a lot of time.
Senior Cloud Engineer - AWS at Bytedance
The most valuable feature is the simple containerization.
Software Engineer at a tech services company with 51-200 employees
The most valuable features of MongoDB Atlas in handling large data volumes include collection size and its NoSQL database capabilities.
General Manager at Kaleyra
MongoDB Atlas's encryption capabilities help ensure data confidentiality and integrity.
IT Manager at a government with 11-50 employees
I find MongoDB Atlas highly scalable and easy to use, with very good support.
Partner at Red software systems
 

Categories and Ranking

Docker
Ranking in AI Software Development
7th
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
57
Ranking in other categories
Development Platforms (1st), Container Management (4th), Software Supply Chain Security (3rd)
MongoDB Atlas
Ranking in AI Software Development
8th
Average Rating
8.4
Reviews Sentiment
7.2
Number of Reviews
50
Ranking in other categories
Database as a Service (DBaaS) (3rd), Managed NoSQL Databases (3rd), Database Management Systems (DBMS) (8th)
 

Mindshare comparison

As of January 2026, in the AI Software Development category, the mindshare of Docker is 0.4%. The mindshare of MongoDB Atlas is 0.5%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Market Share Distribution
ProductMarket Share (%)
Docker0.4%
MongoDB Atlas0.5%
Other99.1%
AI Software Development
 

Featured Reviews

reviewer2787357 - PeerSpot reviewer
Site Reliability Engineer at Granicus Inc.
Containerization has standardized deployments and drives faster, more reliable delivery
As Docker is already a very mature tool, there are areas where it can be improved based on real-world usage. One area I consider is the Windows container experience. The pain point here is that Windows containers are heavier and slower than Linux containers because I have worked in both environments and felt that Windows containers are heavier and slower than Linux containers. This also limits the ecosystem and tooling maturity compared to Linux containers. Improvements could include performance optimization and better parity with Linux container features. Apart from that, observability and debugging is another area. The pain point is the limited native metrics available and limited logging and tracing features. Improvements could include adding a good amount of metrics, logging, and tracing, as well as better built-in observability features and easier container introspection. Network complexity is also present. I face issues with Docker networking that can become confusing in complex setups, and debugging container-to-container issues is not always intuitive. Improvements can be made with simpler networking abstractions and better built-in troubleshooting tools. Docker is excellent for containerization and CI/CD, but it can be improved in areas of built-in security, network simplicity, and observability. These points should be kept in mind and worked on.
Laksiri Bala - PeerSpot reviewer
DB Architect / Consultant at Virtusa Global
Room for improvement in data handling leads to enhanced cost-effective data management performance
It would be beneficial if MongoDB Atlas could better support OLTP aspects and data frames, as well as enhance its capabilities for data pipelines and visualization dashboards. Furthermore, supporting the medallion architecture could be a valuable addition, and incorporating improved spatial and vector handling for geographical data could make it more competitive. Enhancing vector processing for AI capabilities would also be critical.
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Top Industries

By visitors reading reviews
Manufacturing Company
15%
Computer Software Company
9%
Financial Services Firm
9%
University
8%
Computer Software Company
13%
Financial Services Firm
12%
Manufacturing Company
12%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business22
Midsize Enterprise4
Large Enterprise35
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise10
Large Enterprise20
 

Questions from the Community

What do you like most about Docker?
We are using Docker to host applications.
What is your experience regarding pricing and costs for Docker?
Regarding the cost, Mirantis Container Cloud is cheaper than other solutions like Red Hat. The license costs around 10,000 Indian rupees per year.
What needs improvement with Docker?
Mirantis Container Cloud should have AI integration tools, which are not available right now. These tools should assist in app scalability and deployment error handling.
What do you like most about MongoDB Atlas?
There are many valuable features, but scalability stands out. It can scale across zones. You can define multiple nodes. They have also partnered with AWS, offering great service with multiple featu...
What is your experience regarding pricing and costs for MongoDB Atlas?
I have no idea about the pricing or setup cost with MongoDB Atlas.
What needs improvement with MongoDB Atlas?
I would say pricing is an area where MongoDB Atlas could improve.
 

Also Known As

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

Overview

 

Sample Customers

Information Not Available
Wells Fargo, Forbes, Ulta Beauty, Bosch, Sanoma, Current (a Digital Bank), ASAP Log, SBB, Zebra Technologies, Radial, Kovai, Eni, Accuhit, Cognigy, and Payload.
Find out what your peers are saying about Docker vs. MongoDB Atlas and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.