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 881,082 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 (2nd), 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 January 2026, in the Static Code Analysis category, the mindshare of PyCharm is 1.8%, up from 0.3% compared to the previous year. The mindshare of Veracode is 14.5%, down from 30.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Code Analysis Market Share Distribution
Product	Market Share (%)
Veracode	14.5%
PyCharm	1.8%
Other	83.7%

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

"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."

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

"The solution has a great debugging feature."

"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."

"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 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."

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

More PyCharm pros

"It has caught lots of flaws that could have been exploited, like SQL injection flaws. It has also improved developer engagement with information security."

"Within SCA, there is an extremely valuable feature called vulnerable methods. It is able to determine within a vulnerable library which methods are vulnerable. That is very valuable, because in the vast majority of cases where a library is vulnerable, none of the vulnerable methods are actually used by the code. So, if we want to prioritize the way open source libraries are updated when a library is found vulnerable, then we want to prioritize the libraries which have vulnerable methods used within the code."

"Veracode is a very good tool, especially from a compliance standpoint."

"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."

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

"The dynamic scanning tool is what I like the best. Compared to other tools that I've used for dynamic scanning, it's much faster and easier to use."

"It is easy to use for us developers. It supports so many languages: C#, .NET Core, .NET Framework, and it even scans some of our JavaScript. You just need the extension to upload the files and the reports are generated with so much detail."

"The good thing about Veracode is that when one scans the respective application code, all the people who are part of the transformation project can update their reviews. If there are any security flaws or vulnerabilities identified, they are able to provide sufficient justification or details about the security flaws."

More Veracode pros

Cons

"The navigation can be better."

"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 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."

"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."

"Customizing the tool can make it complicated."

"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."

"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."

More PyCharm cons

"The zip file scanning has room for improvement."

"In the future, I would like to see the RASP capability built-in."

"There is room for improvement in documentation."

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

"It will be beneficial for developers if Veracode Greenlight includes Python."

"The only notable problem we have had is that when new versions of Swift have come out, we have found Veracode tends to be a bit behind in updates to support the new language changes."

"The triage indicator was kind of hard to find. It's a very small arrow and I had no idea it was there."

"Improve Mobile Application Dynamic Scanning DAST - .ipa and .apk"

More Veracode cons

Pricing and Cost Advice

"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."

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

"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."

"It is pricey. There is a lot of value in the product, but it is a costly tool."

"It is expensive. It depends on the use case, but it is very hard to find a pricing page on their website. Instead, they need to analyze your use case, but without knowing the entire project and how you're going to be using Veracode, how many scans you're going to do, if yours is a small business, it is very expensive and it affects ROI."

"When I looked at the pricing, it was definitely a value. In terms of the service and what it's checking, the cost was very reasonable, particularly because we could have multiple code bases as part of a project."

"For enterprises, Veracode has done a fairly good job, but its pricing is not suitable for startups. The microservice distributed architecture for a startup is very small. I had to do a lot of discussions on the pricing initially. I previously worked in an enterprise organization where I used Veracode, and that's how I got to know about Veracode, but that was a big organization with more than a thousand employees. So, the cost is very different for them because the size of the application is different. Its pricing makes sense there, but when we try to onboard this solution for the startup ecosystem, pricing is not friendly. Because I knew the product and I knew its value, I onboarded it, but I don't think any other startup at our scale will onboard it."

"Pricing/licensing is complicated."

"The Veracode price model is based on application profiles, which is how you package your components for scanning."

"The licensing is fair, it is time-limited (e.g. one year) but there is a size cap for every app. If your applications are big (due third-party libraries, for example) you should discuss this beforehand and explore suitable agreements."

"I don't really get too involved in the cost sides of things that's in my job, I'm more of a technical focus, but I have heard from my manager and a couple other people that the solution is quite expensive."

More Veracode pricing and cost advice

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Top Industries

By visitors reading reviews

Performing Arts

18%

University

16%

Manufacturing Company

12%

Financial Services Firm

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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SonarQube vs Veracode

Compared 12% of the time

Checkmarx One vs Veracode

Compared 8% of the time

GitHub Advanced Security vs Veracode

Compared 5% of the time

Coverity Static vs Veracode

Compared 4% of the time

OWASP Zap 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.