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 #5 with an average rating of 8.4. Checkmarx holds a 9.4% 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

20,225 Views
2,023 Comparison Views

88% willing to recommend

PyCharm

Read 15 PyCharm reviews

978 Views
978 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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Helped 886,077 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 (3rd), Static Application Security Testing (SAST) (3rd), Vulnerability Management (17th), Container Security (15th), API Security (4th), Dynamic Application Security Testing (DAST) (2nd), DevSecOps (2nd), Risk-Based Vulnerability Management (10th), Application Security Posture Management (ASPM) (3rd), AI Security (1st)

PyCharm

Ranking in Static Code Analysis

5th

Average Rating

8.6

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2026, in the Static Code Analysis category, the mindshare of Checkmarx One is 9.4%, down from 20.0% compared to the previous year. The mindshare of PyCharm is 2.2%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Code Analysis Mindshare Distribution
Product	Mindshare (%)
Checkmarx One	9.4%
PyCharm	2.2%
Other	88.4%

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.

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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 product's most valuable feature is static code and supply chain effect analysis. It provides a lot of visibility."

"What I like best about Checkmarx is that it has fewer false positives than other products, giving you better results."

"By using the automated testing in Checkmarx One, we have saved around one or two days in a full week of our team because we have a lot of code to do with seven markets."

"It shows in-depth code of where actual vulnerabilities are."

"It has all the features we need."

"It gives the proper code flow of vulnerabilities and the number of occurrences."

"The main benefit to using this solution is that we find vulnerabilities in our software before the development cycle is complete."

"The most valuable features of Checkmarx are the Best Fix Location and the Payments option because you can save a lot of time trying to mitigate the configuration. Using these tools can save you a lot of time."

More Checkmarx One pros

"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 recent AI-powered code completion is pretty cool."

"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."

"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."

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

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

"PyCharm has an excellent user experience, and I appreciate its cross-platform capabilities."

"The product's IDE feature is quite user-friendly."

More PyCharm pros

Cons

"It provides us with quite a handful of false positive issues."

"I would like to see the rate of false positives reduced."

"Checkmarx could probably do something to improve their license model."

"If it is a very large code base then we have a problem where we cannot scan it (if more then ~ 30 mb zip file provided - scan is crashes or takes a lot of time)."

"When we first ran it on a big project, there wasn't enough memory on the computer. It originally ran with eight gigabytes, and now it runs with 32. The software stopped at some point, and while I don't think it said it ran out of memory, it just said "stopped" and something else. We had to go to the logs and send them to the integrator, and eventually, they found a memory issue in the logs and recommended increasing the memory. We doubled it once, and it didn't seem enough. We doubled it again, and it helped."

"We had to lock the number of CPUs used to not crash the Checkmarx Audit."

"They should make it more container-friendly and optimized for the CI pipeline. They should make it a little less heavy. Right now, it requires a SQL database, and the way the tool works is that it has an engine and then it has an analysis database in which it stores the information. So, it is pretty heavy from that perspective because you have to have a full SQL Server. They're working on something called Checkmarx Light, which is a slim-down version. They haven't released it yet, but that's what we need. There should be something a little more slimmed down that can just run the analysis and output the results in a format that's readable as opposed to having a full, really big, and thick deployment with a full database server."

More Checkmarx One cons

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

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

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

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

"Notebooks in PyCharm is not as intuitive as it could be."

"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."

"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

"This solution is expensive. The customized package allows you to buy additional users at any time."

"The solution is costly."

"Most of my customers opted for a perpetual license. They prefer to pay the highest amount up front for the perpetual license and then pay for additional support annually."

"The license has a vague language around P1 issues and the associated support. Make sure to review these in order to align them with your organizational policies."

"It is a good product but a little overpriced."

"It is an expensive solution."

"Checkmarx is not a cheap scanning tool, but none of the security tools are cheap. Checkmarx is a powerful scanning tool, and it’s essential to have one of these products."

"If you want more, you have to pay more. You have to pay for additional modules or functionalities."

More Checkmarx One pricing and cost advice

"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."

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

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

"The price is reasonable."

"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

17%

Manufacturing Company

Computer Software Company

Government

Performing Arts

14%

University

13%

Marketing Services Firm

13%

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?

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

Comparisons

SonarQube vs Checkmarx One

Compared 40% 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 2% 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 45% of the time

Veracode vs PyCharm

Compared 27% of the time

Mend.io vs PyCharm

Compared 27% of the time

More PyCharm Competitors

Product Reports

Buyer's Guide

Checkmarx One

April 2026

Download Checkmarx One product report

Buyer's Guide

PyCharm

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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