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CloudBees vs MongoDB Atlas 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
6.7
CloudBees offers reliable support and automation, enhancing ROI and efficiency in deployments and security audits over Jenkins.
Sentiment score
7.2
MongoDB Atlas boosts ROI by decreasing maintenance costs, enhancing efficiency, reducing infrastructure reliance, and minimizing operational expenses.
 

Customer Service

Sentiment score
6.4
CloudBees offers responsive customer service and technical support, though some users report recurring issues and suggest prioritizing user needs.
Sentiment score
6.6
MongoDB Atlas support is mixed; valued for expertise and options, but criticized for cost and varying responsiveness.
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
I have used them sometimes, even recently, and found the feedback to be spot on our needs.
Partner at Red software systems
For premium support, I would rate the support of MongoDB Atlas a nine.
General Manager at Kaleyra
 

Scalability Issues

Sentiment score
7.5
CloudBees efficiently scales across environments, supporting microservices and integrations, with users praising its operational flexibility and adaptability.
Sentiment score
7.4
MongoDB Atlas is commended for effective scalability features like horizontal scaling and sharding, suitable for diverse workloads.
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
6.6
CloudBees stability is generally rated high, but setup, upgrades, and scaling present challenges affecting overall user satisfaction.
Sentiment score
7.9
MongoDB Atlas is praised for reliability and performance, with users rating its stability highly despite occasional UI concerns.
The deployment can take a couple of hours or a couple of minutes.
Senior Qe Lead at Cognizant
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

CloudBees users seek improved error previews, faster resolutions, better UI, AI integration, and enhanced tool integration and performance.
MongoDB Atlas faces challenges in cost management, configuration, UI stability, performance, integration, support, security, and containerization.
If possible, we could sort the logs so we can get the exact error on one page.
Senior Qe Lead at Cognizant
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
MongoDB Atlas should support containerization.
General Manager at Kaleyra
Enhancing vector processing for AI capabilities would also be critical.
DB Architect / Consultant at Virtusa Global
 

Setup Cost

Enterprise users justify CloudBees' high pricing due to valuable benefits, appreciated licensing model, and core product features.
Enterprise buyers have mixed opinions on MongoDB Atlas pricing, finding it either cost-effective or expensive, especially with support.
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

CloudBees excels with user-friendly interface, strong integrations, scalability, security, and features, ideal for complex CI/CD management.
MongoDB Atlas offers scalability, security, and easy management, enabling efficient development with reduced operational overhead and reliable performance.
The integration part is good. We can use multiple things by integrating with CI/CD pipelines, and this is very feasible for us.
Senior Qe Lead at Cognizant
There is a very good MongoDB Atlas UI where we can see the cluster, databases, and all these features.
Software Developer
I find MongoDB Atlas highly scalable and easy to use, with very good support.
Partner at Red software systems
MongoDB Atlas's encryption capabilities help ensure data confidentiality and integrity.
IT Manager at a government with 11-50 employees
 

Categories and Ranking

CloudBees
Ranking in AI Software Development
11th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
20
Ranking in other categories
Build Automation (7th), Configuration Management (9th), Value Stream Management Software (2nd), DevSecOps (6th), AI-Augmented Software-Testing Tools (2nd), Feature Management (1st)
MongoDB Atlas
Ranking in AI Software Development
14th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
51
Ranking in other categories
Database as a Service (DBaaS) (4th), Managed NoSQL Databases (3rd), Database Management Systems (DBMS) (7th)
 

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of CloudBees is 0.5%, up from 0.0% compared to the previous year. The mindshare of MongoDB Atlas is 0.7%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
CloudBees0.5%
MongoDB Atlas0.7%
Other98.8%
AI Software Development
 

Featured Reviews

KishoreKumar4 - PeerSpot reviewer
Senior Qe Lead at Cognizant
Consistent automation has improved deployments and supports efficient client-facing workflows
Deployment and other processes are feasible for me, making this a smooth process. The integration part is good. We can use multiple things by integrating with CI/CD pipelines, and this is very feasible for us. This allows us to do our work easily. The productivity is very good. CloudBees is a good and efficient tool. We can work in client-facing scenarios, and since clients have provided these types of tools, we are able to work on them effectively.
Lintz Veloso - PeerSpot reviewer
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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Top Industries

By visitors reading reviews
Construction Company
16%
Manufacturing Company
16%
Financial Services Firm
16%
Outsourcing Company
9%
Manufacturing Company
14%
Financial Services Firm
12%
Construction Company
10%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise18
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise12
Large Enterprise23
 

Questions from the Community

What needs improvement with CloudBees?
For CloudBees, I can suggest that the log is very high, which is very hectic for us when trying to find which error is coming. This creates complexity. If possible, we could sort the logs so we can...
What is your primary use case for CloudBees?
We use CloudBees for deploying the code in higher environments, such as QA, C2, staging, and production.
What advice do you have for others considering CloudBees?
We can upload the JAR file and deploy at the Jenkins level during our deployment. These types of labels and IDs can be deployed using CloudBees. Once we click to start the build, it automatically r...
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...
 

Comparisons

 

Also Known As

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

Overview

 

Sample Customers

Capital One, PEGA, vistaprint, HSBC, BOSCH, Starbucks Coffee
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 CloudBees vs. MongoDB Atlas and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.