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: April 2025).

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PyCharm vs. Veracode

April 2025

Helped 854,338 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

9th

Average Rating

8.8

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Veracode

Ranking in Static Code Analysis

1st

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

201

Ranking in other categories

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

Mindshare comparison

As of June 2025, in the Static Code Analysis category, the mindshare of PyCharm is 0.4%, up from 0.3% compared to the previous year. The mindshare of Veracode is 26.8%, down from 30.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Code Analysis

Featured Reviews

Shravan Revanna

Vice President at E-Cell Ramaiah

Gives access to documentation references when hovered over the code

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 solution has significantly improved my coding efficiency with its feature that shows documentation when I hover over code. This feature, which was recently introduced, is especially useful when using an inbuilt function from a Python package because it gives me immediate access to documentation and references, helping me understand how to use the function properly.

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David-Robertson

Director Enterprise Architecture at Exeter Finance Corp.

Static scanning and software composition analysis are very helpful, but the usability needs improvement

Static scanning and software composition analysis are very helpful. My colleagues and I don't need to be experts on all of those ancillary things, so we can focus more on the business deliverables. They have a pretty good tool that allows me to run scans of my local integrated development environment. I can find a lot of those flaws a lot sooner than I would if I had to wait for these cloud-based scans. They've come out with some sort of automated fix feature. I haven't used it, but they gave us a demo of it, and that one looks promising. I don't know if it's ready for prime time yet.

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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 solution has a great debugging feature."

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

"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."

"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."

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

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

More PyCharm pros

"With the tools that Veracode provides, our developers are actually able to comprehend what the vulnerability was and then resolve it. So a lot of knowledge has been grown as a result, around security, with our developers."

"For use cases where our company buys a product with the source code, but only the final executables or the binaries, only Veracode is able to work on that type of tool."

"The analysis of the vulnerabilities and the results are the most valuable features."

"The most valuable feature is Veracode SDP, which allows for something related to third-party vulnerabilities. When we build a product, we use a lot of third-party libraries instead of building everything from scratch. We just use a library which is already been built; we just use that component in our product. Sometimes, these libraries may have bugs or issues, and it's hard to keep track of them because we use thousands of them."

"Their dashboard is really good, overall. In my opinion, it's one of the best in the market, and I say that because we have used other service providers."

"Our development team use this solution for static code analysis and pen testing."

"The capability to identify vulnerable code is the most valuable feature of Veracode."

"Allows us to track the remediation and handling of identified vulnerabilities."

More Veracode pros

Cons

"The navigation can be better."

"Customizing the tool can make it complicated."

"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."

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

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

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

"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."

"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."

More PyCharm cons

"One concern is that scans take a long time to run. We scan at the end of the day because we know it will take a lot of time. We leave it to run and the report will be generated by the next day when we arrive. The scanning time could be reduced."

"To be able to upload source codes without being compiled. That’s one feature that drives us to see other sources."

"The UI is not user-friendly and can be improved."

"Raw file scans and dynamic scans would be an improvement, instead of dealing with code binaries."

"There is room for improvement in the speed of the system. Sometimes, the servers are very busy and slow... Also, the integration with SonarQube is very weak, so we had to implement a custom solution to extend it."

"The reporting was detailed, but there were some things that were missing. It showed us on which line an error was found, but it could have been more detailed."

"Static scanning takes a long time, so you need to patiently wait for the scan to achieve. I also think the software could be more accurate. It isn't 100 percent, so you shouldn't completely rely on Veracode. You need to manually verify its findings."

"There is also a size limit of 100 MB so we cannot upload files that are larger than that. That could be improved. Also, the duration of the scan is a bit too long."

More Veracode cons

Pricing and Cost Advice

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

"The price is reasonable."

"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."

"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 cost of Veracode is high."

"It has good, fair licensing. If the price could depend on the scope of its scanning or the languages supported, then that would be better."

"I don't have firsthand knowledge of Veracode pricing, but based on client feedback, it seems to be expensive with additional fees for certain features."

"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."

"Licensing cost is on a yearly basis and there are no additional costs, the pricing is straightforward."

"We pay based on the number of developers working on a particular project."

"Regarding licensing, pay very close attention to what applications you're going to need to do dynamic scanning for, versus static. Right now, the way the licensing is set up, if you don't have any static elements for a website, you can certainly avoid some costs by doing more dynamic licenses. You need to pay very close attention to that, because if you find out later that you have static code elements - like Java scripts, etc. - that you want to have scanned statically, having the two licenses bundled together will actually save you money."

"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

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854,338 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Computer Software Company

17%

Financial Services Firm

16%

Manufacturing Company

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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?

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.

What is your primary use case for PyCharm?

I have used PyCharm ( /products/pycharm-reviews ) to write quantitative libraries, data manipulation tools, Django back-end applications, and microservices.

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?

The SAST and DAST modules are great.

What is your experience regarding pricing and costs for Veracode?

The product’s price is a bit higher compared to other solutions. However, the tool provides good vulnerability and database features. It is worth the money.

SonarQube Server (formerly SonarQube) vs Veracode

Comparisons

No data available

Compared 19% of the time

Checkmarx One vs Veracode

Compared 10% of the time

GitHub Advanced Security vs Veracode

Compared 7% of the time

Snyk vs Veracode

Compared 4% of the time

Fortify on Demand vs Veracode

Compared 4% of the time

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Product Reports

Download PyCharm product report

Static Code Analysis

May 2025

Download Veracode product report

May 2025

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.