Checkmarx One vs PyCharm comparison

Checkmarx and JetBrains are both solutions in the Static Code Analysis category. Checkmarx is ranked #2 with an average rating of 8.2, while JetBrains is ranked #6 with an average rating of 8.4. Checkmarx holds a 10.1% mindshare in SCAS, compared to JetBrains’s 2.2% mindshare. Additionally, 88% of Checkmarx users are willing to recommend the solution, compared to 100% of JetBrains users who would recommend it.

Checkmarx One

Read 81 Checkmarx One reviews

18,784 Views
2,066 Comparison Views

88% willing to recommend

PyCharm

Read 15 PyCharm reviews

809 Views
809 Comparison Views

100% willing to recommend

Checkmarx One

PyCharm

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 19, 2024

Checkmarx One and PyCharm compete in the software development tools category, with Checkmarx focusing on security and PyCharm serving as an IDE. PyCharm may have the upper hand due to its versatility as an IDE with various coding efficiency features.

Features: Checkmarx One offers comprehensive code scanning capabilities, identifies security vulnerabilities without code compilation, and supports numerous programming languages. PyCharm features smart code analysis, built-in debugging capabilities, and seamless GitHub integration, enhancing coding efficiency.

Room for Improvement: Checkmarx One could improve by reducing false positives, expanding language integration, and offering more flexible licensing models. PyCharm could enhance memory efficiency, further extend language support, and simplify its Python Notebook integration interface.

Ease of Deployment and Customer Service: Checkmarx One supports private, public, and hybrid cloud deployments alongside on-premises setups, with customer service rated 8/10. PyCharm offers on-premises and public cloud deployment options, also enjoying a reputation for efficient customer service.

Pricing and ROI: Checkmarx One’s pricing is perceived as high but justified by its effective security capabilities, though its licensing models are seen as complex. PyCharm offers a free Community edition and a reasonably priced Professional version, highlighting its cost-effectiveness with a free tier and flexible paid options.

To learn more, read our detailed Checkmarx One vs. PyCharm Report (Updated: February 2026).

Buyer's Guide

Checkmarx One vs. PyCharm

February 2026

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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

Checkmarx One

Ranking in Static Code Analysis

2nd

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Application Security Tools (2nd), Static Application Security Testing (SAST) (3rd), Vulnerability Management (17th), Container Security (15th), API Security (3rd), Dynamic Application Security Testing (DAST) (2nd), DevSecOps (3rd), Risk-Based Vulnerability Management (8th), Application Security Posture Management (ASPM) (3rd), AI Security (2nd)

PyCharm

Ranking in Static Code Analysis

6th

Average Rating

8.6

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of March 2026, in the Static Code Analysis category, the mindshare of Checkmarx One is 10.1%, down from 21.3% compared to the previous year. The mindshare of PyCharm is 2.2%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Code Analysis Mindshare Distribution
Product	Mindshare (%)
Checkmarx One	10.1%
PyCharm	2.2%
Other	87.7%

Static Code Analysis

Featured Reviews

Shahzad Shahzad

Senior Solution Architect | L3+ Systems & Cloud Engineer | SRE Specialist at Canada Cloud Solution

Enable secure development workflows while identifying opportunities for faster scans and improved AI guidance

Checkmarx One is a very strong platform, but there are several areas where it can improve to support modern DevSecOps workflows even better. For example, better real-time developer guidance is needed. The IDE plugin should offer richer AI-powered auto-fixes similar to SNYK Code or GitHub Copilot Security, as current guidance is good but not deeply contextual for large-scale enterprise codebases. This matters because it reduces developer friction and accelerates shift-left adoption. More transparency control over the correlation engines is another need. The correlation engine is powerful but not fully transparent. Users want to understand why vulnerabilities were correlated or de-prioritized, which helps AppSec teams trust the prioritization logic. Faster SAST scan and more language coverage is needed since SAST scan can still be slow for very large mono-repos and there is limited deep support for new language frameworks like Rust and Go, along with advanced coverage for serverless-specific frameworks. This matters because large organizations want sub-minute scans in CI/CD as cloud-native ecosystems evolve fast. A strong API security module is another area for enhancement. API security scanning could be improved with active testing, API discovery, full Swagger, OpenAPI, drift detection, and schema-based fuzzing. This is important as API attacks are one of the biggest AppSec risks in 2025. Checkmarx One is strong, but I see a few areas for improvement including faster SAST scanning for large mono-repos, deeper language framework support, more transparent correlation logic, and stronger API security that includes discovery and runtime context. The IDE plugin could offer more AI-assisted fixes, and the SBOM lifecycle tracking can evolve further. Enhancing integration with SIEM and SOAR would also make enterprise adoption smoother, and these improvements would help developers and AppSec teams move faster with more accuracy.

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Sahil Sanskar Jha

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.

Read full review

Quotes from Members

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

Pros

"It is very useful because it fits our requirements. It is also easy to use. It is not complex, and we are satisfied with the results."

"From my point of view, it is the best product on the market."

"Checkmarx One has positively impacted my organization, especially in our CI/CD integration, where when we try to build any feature, they are always scanned by Checkmarx before they get released."

"Both automatic and manual code review (CxQL) are valuable."

"Scan reviews can occur during the development lifecycle."

"The setup is fairly easy. We didn't struggle with the process at all."

"The main advantage of this solution is its centralized reporting functionality, which lets us track issues, then see and report on the priorities via a web portal."

"The most valuable features of Checkmarx are the automation and information that it provides in the reports."

More Checkmarx One pros

"The latest AI features and tab completion features are good."

"The solution has a nice environment and extensions that make it easy to develop software."

"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."

"The solution has a great debugging feature."

"We have integrated the tool with GitHub. PyCharm provides easy integration with GitHub, allowing us to push changes directly. Many plugins are available on PyCharm for GitHub integration, including GitHub Copilot for auto code completion and GitHub Copilot Chat for assistance with code-related queries."

"Good syntax highlighting and very it's very customizable."

"The integrated code structure makes coding more organized and manageable compared to using Python alone."

"It is an excellent, fully integrated IDE with smart code analysis capability and a built-in debugger. It is a fantastic tool."

More PyCharm pros

Cons

"The product's reporting feature could be better. The feature works well for developers, but reports generated to be shared with external parties are poor, it lacks the details one gets when viewing the results directly from the Checkmarx One platform."

"I think the CxAudit tool has room for improvement. At the beginning you can choose a scan of a project, but in any event the project must be scanned again (wasting time)."

"The resolutions should also be provided. For example, if the user faces any problem regarding an installation due to the internal security policies of their company, there should be a resolution offered."

"We are trying to find out if there is a way to identify the run-time null values. I am analyzing different tools to check if there is any tool that supports run-time null value identification, but I don't think any of the tools in the market currently supports this feature. It would be helpful if Checkmarx can identify and throw an exception for a null value at the run time. It would make things a lot easier if there is a way for Checkmarx to identify nullable fields or hard-coded values in the code. The accessibility for customized Checkmarx rules is currently limited and should be improved. In addition, it would be great if Checkmarx can do static code and dynamic code validation. It does a lot of security-related scanning, and it should also do static code and dynamic code validation. Currently, for security-related validation, we are using Checkmarx, and for static code and dynamic code validation, we are using some other tools. We are spending money on different tools. We can pay a little extra money and use Checkmarx for everything."

"We can run only one project at a time."

"Checkmarx could improve the speed of the scans."

"The plugins for the development environment have room for improvements such as for Android Studio and X code."

"The validation process needs to be sped up."

More Checkmarx One cons

"The solution does not support some features of OpenCV even though it is part of a PyCharm package."

"The breakpoints could be improved as they are not that intuitive to use."

"The navigation can be better."

"A potential area of improvement in PyCharm at this point would be memory efficiency."

"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."

"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."

"They should improve the product's interactiveness."

"There should be support for the RUST plugin in the Community edition for debugging."

More PyCharm cons

Pricing and Cost Advice

"It is the right price for quality delivery."

"We have purchased an annual license to use this solution. The price is reasonable."

"The average deal size was usually anywhere between $120K to $175K on an annual basis, which could be divided across 12 months."

"The number of users and coverage for languages will have an impact on the cost of the license."

"Checkmarx is comparatively costlier than other products, which is why some of the customers feel reluctant to go for it, though performance-wise, Checkmarx can compete with other products."

"The price of Checkmarx could be reduced to match their competitors, it is expensive."

"The interface used to create custom rules comes at an additional cost."

"Its price is fair. It is in or around the right spot. Ultimately, if the price is wrong, customers won't commit, but they do tend to commit. It is neither too cheap nor too expensive."

More Checkmarx One pricing and cost advice

"I use the free community version, so I'm saving money there."

"The community edition is free, which is good."

"The price is reasonable."

"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 don't have much info on the pricing, but I would say it is somewhat competitive."

"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

18%

Manufacturing Company

10%

Computer Software Company

Government

Performing Arts

15%

University

14%

Marketing Services Firm

14%

Manufacturing Company

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	32
Midsize Enterprise	9
Large Enterprise	46

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	1
Large Enterprise	6

Questions from the Community

What alternatives are there for Fortify WebInspect and Fortify SCA?

I would like to recommend Checkmarx. With Checkmarx, you are able to have an all in one solution for SAST and SCA as well. Veracode is only a cloud solution. Hope this helps.

See all answers

What is your experience regarding pricing and costs for Checkmarx?

Checkmarx One is a premium solution, so budget accordingly. Make sure you understand how licensing scales with additional applications and users. I advise negotiating multi-year contracts or bundle...

See all answers

What needs improvement with Checkmarx?

One way Checkmarx One could be improved is if it could automatically run scans every month after implementation. If it is possible to set it in the SAST portal to scan the repositories automaticall...

See all answers

What do you like most about PyCharm?

The integrated code structure makes coding more organized and manageable compared to using Python alone.

See all answers

What needs improvement with PyCharm?

The breakpoints could be improved as they are not that intuitive to use.

See all answers

What is your primary use case for PyCharm?

I use PyCharm for work, specifically for coding.

See all answers

Comparisons

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Compared 46% of the time

Veracode vs Checkmarx One

Compared 4% of the time

Checkmarx SAST vs Checkmarx One

Compared 3% of the time

OpenText Core Application Security vs Checkmarx One

Compared 3% of the time

Fortify Software Security Center vs Checkmarx One

Compared 2% of the time

More Checkmarx One Competitors

OpenText Static Application Security Testing vs PyCharm

Compared 61% of the time

Mend.io vs PyCharm

Compared 39% of the time

More PyCharm Competitors

Product Reports

Buyer's Guide

Checkmarx One

March 2026

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Buyer's Guide

Static Code Analysis

March 2026

Download PyCharm product report

Overview

Checkmarx One is an enterprise cloud-native application security platform focused on providing cross-tool, correlated results to help AppSec and developer teams prioritize where to focus time and resources.

Checkmarx One offers comprehensive application scanning across the SDLC:

Static Application Security Testing (SAST)
Software Composition Analysis (SCA)
API security
Dynamic Application Security Testing (DAST)
Container security
IaC security
Correlation, prioritization, and risk management
Codebashing secure code training
AI security
Tech partnerships extending AppSec into runtime analysis
Developer tool integrations including: CI/CD tools, development frameworks, feedback tools, IDEs, programming languages and SCMs

Checkmarx One provides everything you need to secure application development from the first line of code through deployment and runtime in the cloud. With an ever-evolving set of AppSec engines, correlation and prioritization features, and AI capabilities, Checkmarx One helps consolidate expanding lists of AppSec tools and make better sense of results. Its capabilities are designed to provide an improved developer experience to build trust with development teams and ensure the success of your AppSec program investment.

Checkmarx

Be More Productive
Save time while PyCharm takes care of the routine. Focus on the bigger things and embrace the keyboard-centric approach to get the most of PyCharm's many productivity features.

JetBrains

Sample Customers

YIT, Salesforce, Coca-Cola, SAP, U.S. Army, Liveperson, Playtech Case Study: Liveperson Implements Innovative Secure SDLC

Information Not Available

Buyer's Guide

Checkmarx One vs. PyCharm

February 2026

Free Report: Checkmarx One vs. PyCharm

Find out what your peers are saying about Checkmarx One vs. PyCharm and other solutions. Updated: February 2026.

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