PyCharm vs Veracode comparison

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PyCharm

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Executive SummaryUpdated on Dec 19, 2024

Veracode and PyCharm operate within the software development space. Veracode appears to have an advantage in terms of comprehensive security features, while PyCharm stands out for developer productivity features.

Features: Veracode includes static and dynamic analysis tools, API integration for seamless automation, and supports various programming languages and platforms. It is especially adept at identifying vulnerabilities and aligning with DevOps workflows. PyCharm excels as an IDE offering intelligent coding features like robust code completion, testing, and debugging facilities primarily for Python. It integrates well with version control systems and supports a multitude of plugins enhancing the development experience.

Room for Improvement: Veracode struggles with false positives and has a complex pricing model. It faces integration challenges with APIs and lacks flexibility and scanning speed for newer programming languages. PyCharm is known for its high resource usage, necessitating better support for numerous programming languages and additional integrations, such as data science notebooks.

Ease of Deployment and Customer Service: Veracode functions across multiple cloud environments and offers expert-level technical support, though response times can be slow. PyCharm typically operates on-premises or in public cloud settings and is known for an easy installation process, with generally agreeable support, albeit less so for resource-heavy scenarios.

Pricing and ROI: Veracode is perceived as expensive, offering value through enhanced security and compliance, with a quantifiable ROI attributed to decreased vulnerability instances. PyCharm provides a free Community edition and a paid Professional edition, which is deemed fairly priced given its feature set, potentially lowering costs through efficient coding and debugging support.

To learn more, read our detailed PyCharm vs. Veracode Report (Updated: December 2025).

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PyCharm vs. Veracode

December 2025

Helped 881,707 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

PyCharm

Ranking in Static Code Analysis

6th

Average Rating

8.8

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Veracode

Ranking in Static Code Analysis

1st

Average Rating

8.0

Reviews Sentiment

6.9

Number of Reviews

208

Ranking in other categories

Application Security Tools (3rd), Static Application Security Testing (SAST) (2nd), Container Security (8th), Software Composition Analysis (SCA) (3rd), Dynamic Application Security Testing (DAST) (1st), Application Security Posture Management (ASPM) (1st)

Mindshare comparison

As of February 2026, in the Static Code Analysis category, the mindshare of PyCharm is 2.1%, up from 0.3% compared to the previous year. The mindshare of Veracode is 13.6%, down from 29.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Code Analysis Market Share Distribution
Product	Market Share (%)
Veracode	13.6%
PyCharm	2.1%
Other	84.3%

Static Code Analysis

Featured Reviews

Elio_Bonazzi

Senior Consultant at Mark Gurry & Associates

Seamless integration streamlines tasks and boosts productivity with efficient task handling

PyCharm's utility supports various Python frameworks such as Django and Flask for development projects. Uvicorn is well supported in project creation. Users can choose which framework to create and it handles all the code scaffolding automatically. I use PyCharm Intelligent Code Editor for context-aware code completion, and I also use the new AI extensions that JetBrains provided recently. I find it particularly useful in code refactoring. It saves me time on boilerplate code, such as interaction with the database. I can ask the AI facility in PyCharm to create all the boilerplate code for various databases. I don't write boilerplate code for mundane tasks anymore and focus on the business logic rather than the usual ancillary functions such as collecting records from the database or making network calls. This type of work is all done by AI.

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reviewer2703864

Head of Security Architecture at a healthcare company with 5,001-10,000 employees

Onboarding developers successfully while improving code security through IDE integration

Regarding room for improvement, we have some problems when onboarding new projects because the build process has to be done in a certain way, as Veracode analyzes the binaries and not the code by itself alone. If the process is not configured correctly, it doesn't work. That's one of the things that we are discussing with Veracode. Something positive that we've been able to do is submit formal feature requests to them, and they are working on them; they've already solved some of them. This encourages us to propose new ideas and improvements. Another improvement that we asked for this use case is to be able to configure how Veracode Fix proposes and fixes because sometimes it makes proposals using libraries that go against our architecture design made by the enterprise architecture team. For example, we want them to propose using another library, and that's something we already asked Veracode, and they are working on it. We want to specify when you see this kind of vulnerability, you can only propose these two options.

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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 IDE feature is quite user-friendly."

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

"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 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."

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

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

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

More PyCharm pros

"The CI/CD integration is the most valuable feature of Veracode."

"Veracode provides guidance for fixing vulnerabilities. It enables developers to write secure code from the start by pointing them to the problematic line of code, and saying, "This function/method has security vulnerabilities," then suggests alternatives to fix it. Then, we adopt their suggestions of the tool. By implementing it in the right way, we can fix the issue. For example, if the tool has found a method where it copied one piece of memory into another piece of memory in the code. The tool points to problematic methods with the vulnerability and provides ways to code it more securely. By adopting their suggestions, we are fixing this vulnerability."

"The integration capabilities with our existing development tools are very good."

"In my experience, Veracode is one of the most powerful tools available in the market from a security perspective. It is a market leader in source code analysis."

"Veracode's technical support is great. They assigned us a TAM and once a week, we have a brief engagement with the TAM to verify that everything's going well. If we have any outstanding issues, they get serviced and addressed."

"The static code analyzer portion is adequate."

"The static analysis gives you deep insights into problems."

"Veracode Fix has affected our time to remediate security flaws in cases where we've been able to use it correctly because the proposals were on point, and it's been great."

More Veracode pros

Cons

"The navigation can be better."

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

"They should improve the product's interactiveness."

"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."

"Customizing the tool can make it complicated."

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

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

More PyCharm cons

"It's very expensive for a small organization."

"I would like to see these features: entering comments for internal tracking; entering a priority; reports that show the above."

"Veracode should include the feature to run multiple scales at a time."

"The runtime code analysis could be improved so that we can see every element in one place."

"In some cases we use their APIs; they're not as rich as I would like."

"Veracode Static Analysis could improve the terminology. For example, I do not know what the sandbox scan does. The terminology and the way they have used it are quite confusing. They should have a process of capturing problems that users are having on their end."

"Scanning large amounts of code can be a time-consuming process and there is scope for improvement."

"Improving sorting through findings reports to filter by only what is critically relevant will help developers focus on issues."

More Veracode cons

Pricing and Cost Advice

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

"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."

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

"The price is reasonable."

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

"They have just streamlined the licensing and they have a number of flexible options available, so overall it is quite good, albeit pricey."

"The pricing depends on the functionality each client desires."

"The cost of scanning code is cheaper. It's typically $0.50 per line of code. However, it's expensive to run a high-level process that would normally require a human security expert. For example, penetration testing costs about $1,000 per application for penetration testing. The cost of these features may be too high for smaller organizations. On the other hand, Veracode's interactive application security testing is fast and cheaper compared to other software."

"The solution is expensive."

"Pricing seems fair for what is offered, and licensing has been no problem. All developers are able to get the access they need."

"Its cost for what we needed it for was too high. It wasn't too high for other companies and it was competitively priced, but for us, it just didn't fit. We did plan to use it and increase the usage. In the end, it may have been abandoned because of the cost, but I'm not a hundred percent sure. So, even though we had planned on using it more and more, because of the cost and the business conditions of things, we didn't have the opportunity to really use it more."

"If you're licensing, and you're looking at licensing models, you might want to ask Veracode about their microservice, depending on the company. If you are a microservice architecture, I would suggest asking them about their microservice pricing. I would suggest that you evaluate that with your code and their other licensing model, which is like a lump sum in size of artifacts, and just make sure that you price that out with them, because there might be some tradeoffs that can be made in price."

"I know that Veracode is a semi-pricey solution. If you are serious about security, I would recommend that you use an open-source option to learn how the scanning process works and then look into Veracode if you want to really step up your game and have an all-in-one solution."

More Veracode pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Static Code Analysis solutions are best for your needs.

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Top Industries

By visitors reading reviews

Performing Arts

15%

University

14%

Marketing Services Firm

14%

Manufacturing Company

10%

Financial Services Firm

17%

Computer Software Company

13%

Manufacturing Company

10%

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	1
Large Enterprise	5

By reviewers
Company Size	Count
Small Business	69
Midsize Enterprise	44
Large Enterprise	115

Questions from the Community

What do you like most about PyCharm?

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

What needs improvement with PyCharm?

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

What is your primary use case for PyCharm?

I use PyCharm for work, specifically for coding.

Which gives you more for your money - SonarQube or Veracode?

SonarQube is easy to deploy and configure, and also integrates well with other tools to do quality code analysis. SonarQube has a great community edition, which is open-source and free. Easy to use...

What do you like most about Veracode Static Analysis?

I like its integration with GitHub. I like using it from GitHub. I can use the GitHub URL and find out the vulnerabilities.

What is your experience regarding pricing and costs for Veracode Static Analysis?

My experience with pricing, setup cost, and licensing for Veracode is that it is fairly moderate.

OpenText Static Application Security Testing vs PyCharm

Comparisons

Compared 100% of the time

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Compared 11% of the time

Checkmarx One vs Veracode

Compared 8% of the time

GitHub Advanced Security vs Veracode

Compared 5% of the time

OWASP Zap vs Veracode

Compared 3% of the time

Coverity Static vs Veracode

Compared 3% of the time

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Product Reports

Download PyCharm product report

Static Code Analysis

January 2026

Download Veracode product report

January 2026

Also Known As

No data available

Crashtest Security , Veracode Detect

Overview

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

Veracode is a leading provider of application security solutions, offering tools to identify, mitigate, and prevent vulnerabilities across the software development lifecycle. Its cloud-based platform integrates security into DevOps workflows, helping organizations ensure that their code remains secure and compliant with industry standards.

Veracode supports multiple application security testing types, including static analysis (SAST), dynamic analysis (DAST), software composition analysis (SCA), and manual penetration testing. These tools are designed to help developers detect vulnerabilities early in development while maintaining speed in deployment. Veracode also emphasizes scalability, offering features for enterprises that manage a large number of applications across different teams. Its robust reporting and analytics capabilities allow organizations to continuously monitor their security posture and track progress toward remediation.

What are the key features of Veracode?

Static Analysis (SAST) - Scans source code for vulnerabilities before deployment.
Dynamic Analysis (DAST) - Examines applications in a running state to detect flaws in real-time.
Software Composition Analysis (SCA) - Identifies risks in open-source libraries and third-party components.
Manual Penetration Testing - Offers expert analysis for more complex vulnerabilities.
Integrations with DevOps tools - Seamlessly integrates with CI/CD pipelines for automated security checks.

What benefits should users consider in Veracode reviews?

Early detection of vulnerabilities - Helps developers fix security issues early in the development process.
Scalability - Supports organizations with large-scale application portfolios.
Compliance support - Ensures applications meet various security standards and regulations.
Developer training - Provides tools for educating developers on secure coding practices.
Comprehensive reporting - Offers detailed reports that track remediation and risk trends.

Veracode is widely adopted in industries like finance, healthcare, and government, where compliance and security are critical. It helps these organizations maintain strict security standards while enabling rapid development through its integration with Agile and DevOps methodologies.

Veracode helps businesses secure their applications efficiently, ensuring they can deliver safe and compliant software at scale.

Sample Customers

Information Not Available

Manhattan Associates, Azalea Health, Sabre, QAD, Floor & Decor, Prophecy International, SchoolCNXT, Keap, Rekner, Cox Automotive, Automation Anywhere, State of Missouri and others.