Kali Linux vs MongoDB Atlas comparison

Kali Linux and MongoDB are both solutions in the AWS Marketplace category. Additionally, 100% of Kali Linux users are willing to recommend the solution, compared to 96% of MongoDB users who would recommend it.

Kali Linux

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266 Comparison Views

100% willing to recommend

MongoDB Atlas

Read 49 MongoDB Atlas reviews

96% willing to recommend

Kali Linux

MongoDB Atlas

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Executive SummaryUpdated on Jul 2, 2025

MongoDB Atlas and Kali Linux operate in different domains, with Atlas focusing on database management and Kali specializing in cybersecurity tools. Based on the comparison, MongoDB Atlas seems to have the upper hand due to its scalability and ease of use.

Features: MongoDB Atlas is valued for its scalability, flexibility, and seamless backup management. Its schemaless architecture and rich query support offer users significant ease of use, especially in cloud environments. On the other hand, Kali Linux is equipped with security-focused tools such as Nmap and Metasploit Framework, which are ideal for conducting security assessments and penetration testing.

Room for Improvement: MongoDB Atlas could enhance its dashboard usability, integration capabilities, and address cost concerns, along with handling large datasets more efficiently. For Kali Linux, improvements could be made in its user interface, automation processes, and integrating AI and machine learning capabilities. Streamlining the installation process could also enhance its user experience.

Ease of Deployment and Customer Service: MongoDB Atlas offers flexible deployment in public and hybrid clouds and is praised for its technical support despite being costly. Kali Linux, generally used on-premises, features straightforward customer service and its on-premise nature reduces scalability issues.

Pricing and ROI: MongoDB Atlas uses a pay-as-you-go model, with additional costs for support agreements, offering good value through scalability and reduced infrastructure management. Kali Linux is open-source, eliminating licensing fees and generally providing a solid ROI through its invaluable security tools, although enterprise versions may result in additional costs.

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June 2025

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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

Kali Linux

Average Rating

8.8

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

Operating Systems (OS) for Business (11th), AWS Marketplace (5th)

MongoDB Atlas

Average Rating

8.4

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (3rd), Managed NoSQL Databases (7th)

Featured Reviews

Rohit Srivastava

IT Manager at PRATHAM SOFTWARE PRIVATE LIMITED

SQLmap for web application testing and good for web application penetration testing, network testing, vulnerability assessment of any devices or domains

Sometimes, I do face challenges. There's an issue where sometimes during the initial installation, it doesn't install properly. It gives multiple errors like packages not installing, so we have to install those tools separately. For instance, if we want to install a network or other tools, we have to install those complete toolkits manually. So, the challenge is with the initial setup, where I sometimes get errors. Regarding wireless attacks, OS attacks, and social engineering... the tools should be easier to learn because I know everything very well, but some people in my team struggle to understand. If there were GUI interfaces for the tools, it would help me guide my team in using them step-by-step. Command lines are very difficult for other team members who know the tool's purpose but not the Linux commands. GUI interfaces need more improvement. So, the UI interface needs improvement to make it more visible and easier for users. Expert users can do everything without any issues, but new users will struggle.

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Laksiri Bala

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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Quotes from Members

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

Pros

"The most effective features of Kali Linux include its stability as a Linux operating system, its flexibility in configuring resources such as partitions, its powerful and stable file system, and its multi-user capability, which allows for setting user privileges and rights. Additionally, Kali Linux provides access to a wide range of free and open-source applications for testing and development purposes."

"The solution's most valuable feature is that it is very easy to use."

"The tools available in Kali Linux are incredibly effective for conducting security assessments."

"Kali Linux is much better than other OS because it gives you a good set of tools. It is preferred for vulnerability assessments and cybersecurity."

"The most valuable feature of Kali Linux is the attack it performs using a CVE script that's already on the internet."

"Additionally, it now includes comprehensive migration analytics and reporting capabilities."

"I'm mostly using for the web security web application, so end map and the troubleshoot will it's my price, and it's available in ColliNX."

"I use the tool with Nmap to perform network audits. We use it to find vulnerabilities in our network through attacks. It's for those who want to launch or create viruses or perform attacks on systems. With Kali Linux, you can conduct penetration testing for networks, web applications, and Android mobile apps."

More Kali Linux pros

"The most beneficial MongoDB features for our workload are the ability to scale up and down using automatic sharding and clustering."

"The product is user-friendly."

"The most valuable feature is that it's all web-based. So one can browse collections just from the web. MongoDB Atlas is very accessible, quick to understand, and quick to learn. People who have never used CLI can hop into the web interface and browse the database."

"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."

"MongoDB Atlas was explicitly designed to support IoT applications. Many databases offer features tailored for IoT use cases."

"It's a good solution for NoSQL databases."

"The product allows us to easily set up and store large amounts of unstructured data."

"The most valuable feature is the schemaless architecture."

More MongoDB Atlas pros

Cons

"The product should improve its security features."

"Any new user or someone without deep expertise won't be able to understand how to scale or manage it"

"From an improvement perspective, it should be made possible for users to learn about the product easily."

"The installation process of Kali Linux can be slow, particularly when installing and upgrading packages within virtualized environments."

"The product should integrate AI and GPT capabilities."

"The tool is already stable and well-developed, so there's minimal feedback for enhancement or change. However, it should improve security, which is crucial, especially with the increasing use of Kali Linux in cloud environments."

"The tool is slightly difficult to learn."

"I would like for them to offer more features for the free version in order for users to test them in their internal environment before purchasing."

More Kali Linux cons

"An area for improvement in MongoDB Atlas is that it does not support individual or personal database backup, though it supports cloud cluster backup."

"When I edit a document from a document, a lot of clicking is involved, like changing data type manually from a drop-down. It would be super nice if I could just edit the document in a JSON format. The JSON-based document editor should have a multi-language feature. Also, it would be great if there was a connect option from Google Looker Studio."

"The price of the solution should be reduced."

"The cost needs improvement."

"Searching and browsing through the collection must be made easier."

"During the configuration, we did some migrations where we had to reindex about 70,000 indexes, which took around an hour. They should improve this and optimize the indexing."

"I would like the solution to offer more integration capabilities since it is an area where the solution lacks."

"The product does not have ORM."

More MongoDB Atlas cons

Pricing and Cost Advice

"Kali Linux is open source."

"Kali Linux is a free product, and you don't have to pay for a license."

"I have used the free version."

"It is an open-source tool."

"The tool is open-source."

"The price is good because Kali Linux already provides a good bundle of tools."

"Kali Linux offers a perpetual license, meaning you pay for it once and can use it. While free versions of Linux are available, Kali Linux, being an enterprise edition, usually comes with a perpetual license. I rate its pricing a five out of ten."

"There is no need to make any payments towards the licensing costs since it is a solution that is available for free."

More Kali Linux pricing and cost advice

"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."

"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."

"The solution is fairly priced. I rate the pricing a seven out of ten."

"The solution is fairly priced."

"I am using the free version of the solution."

"Pricing could always be better."

"For our service, it was around 300 to 600 euros per month, which was acceptable for our customers."

"We pay for the license on a monthly basis. It's not cheap or expensive. For smaller companies, it's definitely expensive."

More MongoDB Atlas pricing and cost advice

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Top Industries

By visitors reading reviews

Comms Service Provider

14%

Computer Software Company

13%

University

12%

Educational Organization

11%

Computer Software Company

19%

Financial Services Firm

15%

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Kali Linux?

I use the tool with Nmap to perform network audits. We use it to find vulnerabilities in our network through attacks. It's for those who want to launch or create viruses or perform attacks on syste...

See all answers

What is your experience regarding pricing and costs for Kali Linux?

Kali Linux offers a perpetual license, meaning you pay for it once and can use it. While free versions of Linux are available, Kali Linux, being an enterprise edition, usually comes with a perpetua...

See all answers

What needs improvement with Kali Linux?

The tool is already stable and well-developed, so there's minimal feedback for enhancement or change. However, it should improve security, which is crucial, especially with the increasing use of Ka...

See all answers

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...

See all answers

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.

See all answers

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 ...

See all answers

Comparisons

Windows 10 vs Kali Linux

Compared 19% of the time

Red Hat Enterprise Linux (RHEL) vs Kali Linux

Compared 19% of the time

Windows 11 vs Kali Linux

Compared 17% of the time

CentOS vs Kali Linux

Compared 13% of the time

Rocky Linux vs Kali Linux

Compared 10% of the time

More Kali Linux Competitors

Amazon RDS vs MongoDB Atlas

Compared 39% of the time

Microsoft Azure SQL Database vs MongoDB Atlas

Compared 15% of the time

Google Cloud SQL vs MongoDB Atlas

Compared 10% of the time

MongoDB vs MongoDB Atlas

Compared 8% of the time

Amazon DocumentDB vs MongoDB Atlas

Compared 6% of the time

More MongoDB Atlas Competitors

Product Reports

Buyer's Guide

Kali Linux

June 2025

Download Kali Linux product report

Buyer's Guide

MongoDB Atlas

June 2025

Download MongoDB Atlas product report

Also Known As

No data available

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

Overview

Kali Linux is widely used by organizations for penetration testing, vulnerability assessments, web application security, network audits, ethical hacking, and open-source intelligence, providing extensive free features.

Organizations run Kali Linux in virtualized environments alongside other operating systems, employing tools for automated scans, malware identification, infrastructure testing, and application development or hosting. These users benefit from lower maintenance requirements and a smaller footprint. The toolset includes Nmap, SQLMap, Metasploit, and Hydra, ensuring effective security assessments. Its high scalability, performance, user-friendly interface, and extensive documentation enhance the platform's usability. Known for stability, flexibility, and virus resistance, Kali Linux supports web security, troubleshooting, and configuration tasks comprehensively.

What are the most important features of Kali Linux?

Nmap: A network scanning tool for discovering hosts and services.
SQLMap: An SQL injection and database takeover tool.
Metasploit: A penetration testing platform with various exploit tools.
Hydra: A network log-in cracker supporting numerous protocols.
Documentation: Offers extensive resources for user guidance.
Stability: Provides a reliable and consistent operating environment.
Scalability: Adapts efficiently to growing security needs.
Performance: Ensures fast and efficient operations.
Virus Resistance: Enhances security through robust virus protection.

What benefits and ROI should users look for in reviews?

Cost Efficiency: Free tools reduce operational expenses.
Operational Efficiency: Lower maintenance needs and quick setup.
Enhanced Security: Robust tools for comprehensive security measures.
Flexibility: Adaptable to different environments and requirements.

Kali Linux can support industries in improving security through stable and flexible environments that resist viruses and provide extensive documentation. Users employ it for web security, troubleshooting, and configuring capabilities. Necessary improvements include automation, user-friendliness, and integrating AI and blockchain. Enhancements in security features, faster installations, and better learning tools are also essential. Machine learning integration and non-enterprise user functionalities can address current limitations.

Kali Linux

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

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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