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JFrog DevOps Cloud Platform vs MongoDB Atlas comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 2, 2025

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

JFrog DevOps Cloud Platform
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
Software Supply Chain Security (16th), AWS Marketplace (32nd), DevSecOps (12th)
MongoDB Atlas
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
49
Ranking in other categories
Database as a Service (DBaaS) (3rd), Managed NoSQL Databases (7th)
 

Featured Reviews

Fredierick Saladas - PeerSpot reviewer
Provides superior integration options and comprehensive reporting features
The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous, allowing team members to access the system more effectively while on the go. In the next release, we would like to see advanced analytics features, including predictive analytics to help forecast project outcomes. Additionally, a more robust mobile app with offline capabilities would be valuable for remote work scenarios.
Laksiri Bala - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"They have a professional service team that works alongside their engineering and performance teams."
"I appreciate the features in JFrog DevOps Cloud Platform, especially the efficient file management where downloads and uploads are optimized, saving time. The storage efficiency is also great as it avoids redundancy, which is crucial for our team. It is also quite easy to use, especially for basic commands through the command line. It's straightforward for us internally, and our data is well-hosted on their servers, which makes data location and querying fast and efficient. Moving our storage to JFrog has streamlined our development cycle by eliminating duplicated data, which previously took up extra space locally. This efficiency is crucial for our workflow, although network speeds still play a significant role in performance."
"The most valuable features include task tracking and reporting capabilities."
"The key feature of MongoDB Atlas that has been helpful for us is the ease of deploying new databases."
"You can start quickly on projects which allow you to store many things."
"The solution is easily scalable and manageable. Tools can be easily added to the solution."
"MongoDB is a NoSQL tool."
"The solution has a very intuitive user interface."
"The stability and performance are great. The high availability feature is great. Moreover, I am happy with the automated backup and restore functionality."
"The initial setup of MongoDB Atlas is straightforward...It is a scalable solution."
"The solution is easy to use, the console is user-friendly, and overall a well-designed solution. It takes a complex system and makes it easy to understand. Additionally, the solution is always advancing and they provide a roadmap into what is coming in the future."
 

Cons

"Our locations are in different environments, so the remote server takes time to catch up, causing replication delays. The engineering team suggested that this issue would be resolved, but I'm not sure if it has been addressed yet. This is more of a feature enhancement that we suggested."
"We have encountered stability issues lately, particularly with frequent 500 internal server errors. Despite efforts from our DevOps team to adjust settings, these issues persist, affecting our workflow, especially with machine learning data uploads. Overall, while it's beneficial for storage and accessibility, stability issues need improvement for seamless operations. The occasional occurrence of internal server errors takes several minutes to resolve on their own and can disrupt workflows. Another concern is that sometimes files appear to be successfully uploaded, but then they cannot be downloaded, with no error message indicating the issue during the upload process. This inconsistency needs to be addressed by JFrog to ensure reliable functionality for users like us."
"The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options."
"Going forward, we would like to have pure AWS Cloud (native) storage instead regular storage on the AWS integration side."
"The initial setup is not too difficult but can be somewhat tricky."
"The price of the solution should be reduced."
"MongoDB Atlas is effective for unstructured and semi-structured data, but when it comes to OLTP transactions, its performance declines."
"Searching and browsing through the collection must be made easier."
"An area for improvement in MongoDB Atlas is that it does not support individual or personal database backup, though it supports cloud cluster backup."
"The speed when combining two documents is concerning."
"Customer support needs improvement knowledge-wise."
 

Pricing and Cost Advice

"Regarding pricing, I focus on the platform's interface and user communication rather than costs."
"The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts."
"We pay for the license on a monthly basis. It's not cheap or expensive. For smaller companies, it's definitely expensive."
"We're currently using the Atlas for the night and don't require a license. However, it can be a problem if you want to use their enterprise environment. Then you need to purchase the license."
"It is an open-source platform."
"I am using the free version of the solution."
"The solution is fairly priced. I rate the pricing a seven out of ten."
"I have seen the cost, and it was pretty cheap."
"The pricing is acceptable for enterprise tier."
"MongoDB Atlas is not expensive, and since it's a cloud-based solution, you pay by usage."
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Top Industries

By visitors reading reviews
No data available
Computer Software Company
19%
Financial Services Firm
15%
Manufacturing Company
8%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What needs improvement with JFrog DevOps Cloud Platform?
The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous,...
What advice do you have for others considering JFrog DevOps Cloud Platform?
Overall, the solution has been a great asset to our team. I advise investing time in the initial setup and training to leverage its capabilities fully. Ensure you clearly understand your needs and ...
What is your experience regarding pricing and costs for JFrog DevOps Cloud Platform?
The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts. Licensing options are flexible, but ensure you understand the terms and any additional costs ...
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?
The price of MongoDB Atlas is reasonable, which is why many organizations, including mine, are opting for it.
What needs improvement with MongoDB Atlas?
There is nothing about MongoDB Atlas I would like to improve or any weak points at this time. I have not thought through what other features I would like to see included in future updates. MongoDB ...
 

Comparisons

No data available
 

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.
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