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 8.1, while JetBrains is ranked #4 with an average rating of 8.6. Checkmarx holds a 9.1% 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

24,219 Views
2,422 Comparison Views

88% willing to recommend

PyCharm

Read 15 PyCharm reviews

1,280 Views
1,280 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: April 2026).

Buyer's Guide

Checkmarx One vs. PyCharm

April 2026

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Helped 896,563 peers since 2012

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) (2nd), Vulnerability Management (15th), Container Security (14th), API Security (4th), Dynamic Application Security Testing (DAST) (2nd), DevSecOps (2nd), Risk-Based Vulnerability Management (10th), Application Security Posture Management (ASPM) (3rd), AI Security (2nd)

PyCharm

Ranking in Static Code Analysis

4th

Average Rating

8.6

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of June 2026, in the Static Code Analysis category, the mindshare of Checkmarx One is 9.1%, down from 17.5% 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
Product	Mindshare (%)
Checkmarx One	9.1%
PyCharm	2.2%
Other	88.7%

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.

Read full review

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

"The most valuable features of Checkmarx are the SCA module and the code-checking module. Additionally, the solutions are explanatory and helpful."

"The best thing about Checkmarx is the amount of vulnerabilities that it can find compared to other free tools."

"The features and technologies are very good. The flexibility and the roadmap have also been very good. They're at the forefront of delivering the additional capabilities that are required with cloud delivery, etc. Their ability to deliver what customers require and when they require is very important."

"The identification of verification-related security vulnerabilities is really important and one of the key things, and it also identifies vulnerabilities for any kind of third-party tool coming into the system or any third-party tools that you are using, which is very useful for avoiding random hacking."

"As an InfoSec consulting company, we come across major challenging projects, and Checkmarx has made life easy by reducing manual efforts in using test cases against any vulnerability found during source code reviews while intelligently finding the latest vulnerabilities beyond the OWASP Top Ten."

"The most valuable feature for me is the Jenkins Plugin."

"The SAST component was absolutely 100% stable."

"We are using Checkmarx for analyzing threats."

More Checkmarx One pros

"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."

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

"PyCharm is saving me time and money in general."

"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."

"The solution has a great debugging feature."

"The solution provides a good comprehensive debugging feature that I like and which is easy to use."

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

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

More PyCharm pros

Cons

"We have received some feedback from our customers who are receiving a large number of false positives."

"The tool is currently quite static in terms of finding security vulnerabilities. It would be great if it was more dynamic and we had even more tools at our disposal to keep us safe. It would help if there was more scanning or if the process was more automated."

"Dynamic testing. If it had that feature I would have liked to see more consideration of framework validations that we don't have to duplicate. These flags are false positives."

"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)."

"Updating and debugging of queries is not very convenient."

"Vulnerability details: Reduce false positive results and improve it by providing more details how I can resolve the vulnerability."

"This solution is not very easily scalable, and seems to lack the capability to manage a high volume of applications."

"It would be really helpful if the level of confidence was included, with respect to identified issues."

More Checkmarx One cons

"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."

"They should improve the product's interactiveness."

"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."

"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."

"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."

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

"The user interface and overall user experience could be more intuitive to make it easier for users to navigate and utilize the software effectively."

More PyCharm cons

Pricing and Cost Advice

"The tool's pricing is fine."

"The solution is costly."

"It's relatively expensive."

"The pricing was not very good. This is just a framework which shouldn’t cost so much."

"The pricing is competitive and provides a lower TCO (total cost of ownership) for achieving application security."

"It is not expensive, but sometimes, their pricing model or licensing model is not very clear. There are similar variables, such as projects or developers, and sometimes, it is a little bit confusing."

"We got a special offer for a 30% reduction for three years, after our first year. I think for a real source-code scanning tool, you have to add a lot of money for Open Source Analysis, and AppSec Coach (160 Euro per user per year)."

"We're using a commercial version of Checkmarx, and we paid for the solution for one year. The price is high and could be reduced."

More Checkmarx One pricing and cost advice

"The community edition is free and the professional edition has a licensing fee."

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

"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."

"The price is reasonable."

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

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

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Manufacturing Company

Computer Software Company

Government

Performing Arts

14%

Marketing Services Firm

12%

University

12%

Outsourcing Company

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 the biggest difference between Veracode and Checkmarx?

According to my experience of using both the tools in different organizations Veracode is a Cloud-native, managed AppSec platform with strong focus on ease of use, it is SaaS delivery, and provide...

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 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...

See all answers

What is your primary use case for PyCharm?

My main use case for PyCharm is for machine learning operations.

See all answers

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...

See all answers

Comparisons

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Compared 34% of the time

Veracode vs Checkmarx One

Compared 3% of the time

Checkmarx SAST vs Checkmarx One

Compared 2% of the time

Fortify Software Security Center vs Checkmarx One

Compared 2% of the time

OpenText Core Application Security vs Checkmarx One

Compared 2% of the time

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OpenText Static Application Security Testing vs PyCharm

Compared 27% of the time

Veracode vs PyCharm

Compared 23% of the time

Mend.io vs PyCharm

Compared 20% of the time

Kiuwan Insights vs PyCharm

Compared 9% of the time

ReShaper vs PyCharm

Compared 9% of the time

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Product Reports

Buyer's Guide

Checkmarx One

May 2026

Download Checkmarx One product report

Buyer's Guide

PyCharm

May 2026

Download PyCharm product report

Overview

Checkmarx One delivers robust security through seamless integration with SCM and CI/CD tools, ensuring reliable SAST and SCA. Primarily used by organizations for vulnerability detection, it supports cloud and on-premises deployment to enhance secure coding practices.

Checkmarx One provides organizations with comprehensive tools for secure software development, integrating effectively with CI/CD pipelines to scan thousands of applications. Its capabilities extend to identifying vulnerabilities in both code bases and third-party software. Enhancing workflow by supporting SCM solutions, it assists in maintaining secure coding standards and compliance. While excelling in various areas, it requires improvements in scan speed, reduction of false positives, and broader platform integration, particularly for COBOL and Swift. Its pricing model is noted as high, and demand exists for better tutorials and documentation.

What are the key features of Checkmarx One?

Comprehensive Integration: Seamlessly connects with SCM, CI/CD tools to streamline security workflows.
Accurate SAST and SCA: Precisely identifies vulnerabilities down to the exact line of code.
Custom Rules Configuration: Allows tailored security measures to match specific needs.
Quick Scanning: Provides fast analysis to speed up the development process.
Automated Code Remediation: Helps in efficiently fixing code vulnerabilities.

What benefits should users expect in reviews?

Improved Security: Enhances code safety, reducing vulnerabilities efficiently.
Effective False Positivity Management: Optimizes time spent on genuine issues.
Enhanced Development Processes: Integrates smoothly to boost secure coding initiatives.
Comprehensive Language Support: Facilitates scanning in multiple programming languages, accommodating diverse needs.

Industries implement Checkmarx One for secure coding compliance and vulnerability management across varying environments, choosing between cloud and on-premises deployment based on requirements. Its extensive language support and integration with DevSecOps practices make it a popular choice for organizations aiming to enhance software security.

Checkmarx

PyCharm is a powerful IDE designed for Python development, offering intelligent code analysis, seamless GitHub integration, and extensive support for frameworks like Django and Flask. Ideal for both beginners and professionals, it enhances coding efficiency and supports complex programming tasks.

PyCharm provides an integrated development environment that supports robotics, scientific computing, and machine learning. It features a built-in debugger and powerful AI-driven code completion, facilitating rapid prototyping and debugging. While it excels in many areas, users note challenges regarding system resource consumption and memory efficiency. Despite its pricing model, PyCharm remains a preferred choice for Python projects, thanks to its robust feature set and intuitive design.

What are PyCharm's key features?

Intelligent Code Analysis: Detects errors and suggests corrections in real-time.
Built-in Debugger: Offers a powerful tool for debugging complex code seamlessly.
Seamless GitHub Integration: Simplifies version control and collaboration.
Robust AI Features: Enhances productivity with AI-driven code completion.
Extensive Plugin Support: Customizes the environment for specific needs.

What benefits should users look for in reviews?

Enhanced Productivity: Streamlines coding with features like context-aware code completion.
Support for Scientific Libraries: Provides efficiency in projects involving data processing and machine learning.
Integration Capabilities: Works well with tools like Grafana, Coverity, and Pylint.

In scientific fields, PyCharm aids data scientists and engineers with machine learning and algorithm optimization. Its support for Python frameworks and integration with other tools make it suitable for projects in robotics and data processing. Users often pair it with Visual Studio for tasks outside Python development.

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

April 2026

Free Report: Checkmarx One vs. PyCharm

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