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CodeScene 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

CodeScene
Average Rating
10.0
Reviews Sentiment
8.3
Number of Reviews
1
Ranking in other categories
AWS Marketplace (621st)
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 (5th)
 

Mindshare comparison

CodeScene and MongoDB Atlas aren’t in the same category and serve different purposes. CodeScene is designed for AWS Marketplace and holds a mindshare of 0.0%.
MongoDB Atlas, on the other hand, focuses on Database as a Service (DBaaS), holds 14.5% mindshare, down 16.7% since last year.
AWS Marketplace
Database as a Service (DBaaS)
 

Featured Reviews

VG
Great for identifying hotspots, has an excellent knowledge map, and makes it easy to find files
The three main aspects we like are: 1. Hotspots: This is the core of the product and helps us to focus on the smaller and most impactful areas of the codebase. 2. Code Health and Code Complexity: This helps us understand the issues and what we need to fix and how. CodeScene provides a summary of the method and function level and helps focus on a smaller section of the files instead of looking at everything all at once. 3. Knowledge Map: This helps us understand team dynamics such as how developers have worked on the code and how fragmented the code is. There's information around knowledge loss and knowledge islands that is very informative.
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

"CodeScene provides a summary of the method and function level and helps focus on a smaller section of the files instead of looking at everything all at once."
"It's flexible. We don't need to have a solid upstream availability failover, and everything is seamless in Atlas."
"The cloud-based nature of this solution makes it flexible and scalable."
"It is a scalable solution because we use quite a lot of data, and it handles it well."
"I find MongoDB Atlas highly scalable and easy to use, with very good support."
"The stability and performance are great. The high availability feature is great. Moreover, I am happy with the automated backup and restore functionality."
"It enables us to get work done quickly and get to our data."
"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 features, including built-in backup, all under the same roof, without the need for external tools."
"I rate MongoDB Atlas a nine out of ten."
 

Cons

"The generated reports could be improved further."
"MongoDB Atlas should support containerization."
"The cost needs improvement."
"The import and export process needs improvement, i.e., getting in and out. Moving data from other databases into MongoDB, along with indexing, was challenging."
"The UI application for MongoDB crashes a lot, so we would have to use a third-party plugin to make it work."
"From an improvement standpoint, MongoDB can improve security."
"Going forward, we would like to have pure AWS Cloud (native) storage instead regular storage on the AWS integration side."
"The biggest challenge we all have is an application layer level. One node is sitting in the APAC region, another node is sitting in the US and UK region. The seamless replication has to be lightning fast, but we haven't tested the scalability yet."
"It would be better if there were more integration capabilities with other products."
 

Pricing and Cost Advice

Information not available
"The price of MongoDB Atlas is highly affordable."
"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."
"MongoDB Atlas is not expensive, and since it's a cloud-based solution, you pay by usage."
"The pricing and licensing is great."
"In my previous company, the product allowed use to build a database in a highly regulated environment with the ability to get distributed storage. We used MongoDB as a distributed storage to set up this environment for a critical business application with millions of dollars."
"The pricing is acceptable for enterprise tier."
"It is too expensive. They need to work on this."
"The solution is expensive overall. It does not require a license but if you want the support then you will need to purchase the license. They use a pay-as-you-go model and you are able to receive some discounts by making longer usage commitments."
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Top Industries

By visitors reading reviews
No data available
Computer Software Company
17%
Financial Services Firm
14%
Manufacturing Company
8%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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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

 

Also Known As

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

Overview

 

Sample Customers

sky, philips, soundcloud,
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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