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Mend.io vs PyCharm comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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

Mend.io
Ranking in Static Code Analysis
6th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
34
Ranking in other categories
Application Security Tools (16th), Software Composition Analysis (SCA) (7th), Software Supply Chain Security (4th)
PyCharm
Ranking in Static Code Analysis
4th
Average Rating
8.6
Reviews Sentiment
6.4
Number of Reviews
15
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Static Code Analysis category, the mindshare of Mend.io is 4.7%, down from 9.0% compared to the previous year. The mindshare of PyCharm is 2.2%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Static Code Analysis Mindshare Distribution
ProductMindshare (%)
PyCharm2.2%
Mend.io4.7%
Other93.1%
Static Code Analysis
 

Featured Reviews

meetharoon - PeerSpot reviewer
CEO at a computer software company with 10,001+ employees
Centralized security monitoring has reduced false positives and improves dependency governance
The only area for improvement I would say is that the false positives are nearly zero; everything is mostly like 99 to 99.99% or we can say 100% accurate. There were a few areas for improvement just from the last time I saw; I think the user experience had a little problem. We wanted to have certain reports based on our kind of scenario, but the tool did not allow us to create custom reports. We had asked for some facility and some ability for us to create some custom reports. That would be awesome if they allow us to create custom reports the way we wanted. There is one small area which I don't know whether we should call a tool limitation or a wish list; if I use a library and I don't use all the capabilities of the library but only a portion of it and that portion is not vulnerable, but there is a component which is outdated, that is a problem, even though I don't use that component. Mend.io will discover there is a problem in the whole library; that is correct. That's a valid discovery, but in my case, for example, if I don't use that particular portion, then it actually is not making sense for me, but that's not a limitation of Mend.io; I think that's a general problem with any tool in the market because no tool in the market will actually know what portion of the code I'm actually using from that particular library if it is vulnerable or not.
Sahil Sanskar Jha - PeerSpot reviewer
Assistant Manager at a tech vendor with 10,001+ employees
Advanced machine learning workflows have become faster but still need better memory efficiency
In PyCharm, I find several components and libraries to be the most valuable. The support that Jupyter Notebook offers is essential, as we work through Jupyter regularly. Scientific libraries such as NumPy, Pandas, Matplotlib, and Plotly are integral to our work. Machine learning libraries including scikit-learn, PyTorch, and TensorFlow are used extensively. Hugging Face integration is particularly valuable because it is easily findable, the documentation is comprehensive, and it can be directly integrated with the IDEs we work with. The intelligent code editor in PyCharm definitely helps me manage code quality and efficiency in my projects. When using these libraries, it makes parallelization of data very efficient, allowing me to use multi-thread programming architecture. The code can work for multiple datasets rather than one at a time. With native Python code, a machine learning deployment taking 45 to 50 minutes to calculate can be efficiently reduced to a minute or half a second using these libraries.

Quotes from Members

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

Pros

"The peace of mind we have now is a total game-changer."
"The dashboard view and the management view are most valuable."
"WhiteSource allowed us to minimize our exposure to open-source vulnerabilities with ease."
"The policy automation on effective vulnerabilities feature had a major impact on how we address open source vulnerabilities since it focuses on effective vulnerabilities and directs you to the specific methods."
"We use this solution for scanning NodeJS and Maven projects during the CI/CD processes, running hundreds of scans per day on any project that passes the release build, so every release build runs the WhiteSource scan before deployment to production clusters, which ensures that we are covered in terms of licenses for open source dependencies."
"Overall, Mend (formerly WhiteSource) helped dramatically reduce the number of open-source software vulnerabilities running in our production at any given point in time."
"The solution is scalable."
"Mend.io is a security tool that provides security feedback for all tests."
"The latest AI features and tab completion features are good."
"The solution provides a good comprehensive debugging feature that I like and which is easy to use."
"Good syntax highlighting and very it's very customizable."
"The best feature of PyCharm is that it gives you hints whenever it detects any issues while you are coding. This is important because it helps us code faster and without any errors."
"It is an excellent, fully integrated IDE with smart code analysis capability and a built-in debugger. It is a fantastic tool."
"The product's IDE feature is quite user-friendly."
"The automated package installation is helpful. I like the code highlighting features. A huge library of plugins is available, including AI coding tools, though I don't use those myself. The debugging tools are good, showing errors and problem lines."
"With native Python code, a machine learning deployment taking 45 to 50 minutes to calculate can be efficiently reduced to a minute or half a second using these libraries."
 

Cons

"We specifically use this solution within our CICD pipelines in Azure DevOps, and we would like to have a gate so that if the score falls below a certain value then we can block the pipeline from running."
"The agent usage was not as smooth as the online experience."
"It would be good if it can do dynamic code analysis. It is not necessarily in that space, but it can do more because we have too many tools. Their partner relationship support is a little bit confusing. They haven't really streamlined the support process when we buy through a reseller. They should improve their process."
"The initial setup could be simplified."
"The initial setup was of an intermediate complexity; it was neither complex nor straightforward and could have been easier."
"We have ended our relationship with WhiteSource. We were using an agent that we built in the pipeline so that you can scan the projects during build time. But unfortunately, that agent didn't work at all. We have more than 500 projects, and it doubled or tripled the build time. For other projects, we had the failure of the builds without any known reason. It was not usable at all. We spent maybe one year working on the issues to try to make it work, but it didn't in the end. We should be able to integrate it with ID and Shift Left so that the developers are able to see the scan results without waiting for the build to fail."
"The turnaround time for upgrading databases for this tool as well as the accuracy could be improved."
"We have more than 500 projects, and it doubled or tripled the build time."
"The solution is heavy because running it on laptops consumes a lot of memory and power. Typically, a laptop battery might last about eight to nine hours, but with the tool running, it reduces to two hours or one and a half hours at most. It is designed to handle large projects and heavy tasks, making it resource-intensive. For smaller projects, use IDEs like Visual Studio Code."
"Notebooks in PyCharm is not as intuitive as it could be."
"The refactor facility in PyCharm is not on par with the refactor facility in IntelliJ. It could be improved since IntelliJ offers many more options for refactoring."
"There is room for improvement in memory usage. It uses too much memory. It can get a bit heavy, especially when you have too many open files and the system becomes very slow."
"The user interface and overall user experience could be more intuitive to make it easier for users to navigate and utilize the software effectively."
"There should be support for the RUST plugin in the Community edition for debugging."
"PyCharm's use of system resources can get pretty heavy. Loading, in particular, takes longer than I would like and I think they should optimize it so that it's a bit lighter on the system."
"One issue with JetBrains tools, including PyCharm, is their heavy resource usage. They can be slow to start, especially when beginning a new project, as it takes some time to index."
 

Pricing and Cost Advice

"Its pricing model is per developer. It depends on the number of developers in the company. The license is for a minimum of 20 developers. So, even if you are a small startup with less than 10 developers, you have to buy a license for 20 developers on a yearly subscription, which makes it quite expensive for startup customers. I provide consultation to startup accelerators. They're small at the beginning, and only once they grow to 20 developers, they can afford this tool. As a result, WhiteSource is missing this target audience. Their licensing is not flexible."
"When comparing the price of WhiteSource to the competition it is priced well. The cost for 50 users is approximately $18,000 annually."
"This is an expensive solution."
"It is fairly priced."
"Pricing and licensing are comparable to other tools. When we started, it was less than our existing solution. I can't go into specifics, but it isn't cheap."
"The version that we are using, WhiteSource Bolt, is a free integration with Azure DevOps."
"Pricing is competitive."
"WhiteSource is much more affordable than Veracode."
"The community edition is free, which is good."
"The price is reasonable."
"I don't have much info on the pricing, but I would say it is somewhat competitive."
"They have a free Community edition, and they also have a licensed version. They definitely have an annual license. They probably also have a monthly license. Its pricing is good and reasonable. It is a little bit more expensive than the others, but it is well worth it. I would rate it a four out of five in terms of pricing."
"I use the free community version, so I'm saving money there."
"The community edition is free and the professional edition has a licensing fee."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
12%
Manufacturing Company
12%
Comms Service Provider
5%
Outsourcing Company
12%
Performing Arts
12%
University
11%
Marketing Services Firm
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise3
Large Enterprise21
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise1
Large Enterprise6
 

Questions from the Community

How does WhiteSource compare with SonarQube?
Red Hat Ceph does well in simplifying storage integration by replacing the need for numerous storage solutions. This solution allows for multiple copies of replicated and coded pools to be kept, ea...
How does WhiteSource compare with Black Duck?
We researched Black Duck but ultimately chose WhiteSource when looking for an application security tool. WhiteSource is a software solution that enables agile open source security and license compl...
What is your experience regarding pricing and costs for Mend.io?
Mend.io SCA offers a competitive pricing structure that is relatively affordable compared to similar solutions in the market. This makes it an attractive option for organizations looking to enhance...
What needs improvement with PyCharm?
A potential area of improvement in PyCharm at this point would be memory efficiency. PyCharm is based on its IntelliJ platform, which is Java-based, meaning it can be very memory-intensive, especia...
What is your primary use case for PyCharm?
My main use case for PyCharm is for machine learning operations.
What advice do you have for others considering PyCharm?
I use PyCharm's debugging tools on a case-by-case basis. The libraries are generally documented well enough that in most cases when I am debugging, half of the errors are found by the IDE initially...
 

Comparisons

 

Also Known As

WhiteSource, Mend SCA, Mend.io Supply Chain Defender, Mend SAST
No data available
 

Overview

 

Sample Customers

Microsoft, Autodesk, NCR, Target, IBM, vodafone, Siemens, GE digital, KPMG, LivePerson, Jack Henry and Associates
Information Not Available
Find out what your peers are saying about Mend.io vs. PyCharm and other solutions. Updated: April 2026.
900,644 professionals have used our research since 2012.