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: March 2025).

PyCharm vs. Veracode

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Helped 845,406 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

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

194

Ranking in other categories

Application Security Tools (2nd), Static Application Security Testing (SAST) (2nd), Container Security (5th), Software Composition Analysis (SCA) (2nd), Penetration Testing Services (4th), Application Security Posture Management (ASPM) (1st)

Mindshare comparison

As of April 2025, in the Static Code Analysis category, the mindshare of PyCharm is 0.3%, down from 0.4% compared to the previous year. The mindshare of Veracode is 28.7%, down from 30.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Code Analysis

Featured Reviews

Srujan Panuganti

Scientist - Instrument II at AbbVie

Convenient to use and surely increases the effectiveness of software development

The solution does not support some features of OpenCV even though it is part of a PyCharm package. Open CV is used to develop software that involves computer vision tasks. It seems the solution is not fully updated to use the latest PyCharm packages. I would like even more support toward robotics-related software tools. For example, support of ROS, ROS 1, and ROS 2 development would ensure that I continue to use the solution.

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AkashKhurana

Senior Software Engineer at Publicis Sapient

Easy to configure, stable, and good vulnerability detection

Veracode's ability to prevent vulnerable code from being deployed into production is crucial. Typically, if a dependency we use has security issues or concerns, Veracode suggests upgrading to a more secure version. For example, if we're using a PayPal dependency with version 1.3 and it has a security bug, Veracode suggests upgrading to version 1.4 which fixes the issue. We usually make our project compatible with version 1.4, but sometimes Veracode recommends removing the dependent code altogether and adding the updated dependency from another repository. Veracode provides suggestions for resolving security issues and we implement them in our code after resolving any conflicts. We run the Veracode scan again and if it fails, we do not deploy the code to production. This is critical as it ensures that security issues such as bugs and fixes are addressed. Veracode consistently assists us in identifying security issues in third-party dependencies, while also ensuring the maintenance of code quality. Preventing security bugs and threats in our code improves the overall code quality of our company, which is essential given the significant concerns surrounding security today. Veracode's policy reporting is helpful for ensuring compliance with industry standards and regulations. Veracode's solution plays a major role in achieving compliance, including HIPAA compliance. Without Veracode scans, identifying security threats and third-party dependencies would be a tedious task for DevOps professionals. Veracode provides visibility into the status of our application during every phase of development, including continuous integration and continuous development CI/CD pipeline stages. This includes builds, package creation for deployment, and various enrollment stages such as develop, queue, stage, above, and production enrollment. Prior to each stage, a Veracode scan is run. This can be accessed through Jenkins or the CI/CD pipeline by clicking on the Veracode scan option, which provides a detailed report highlighting any security issues and concerns. Veracode performs statistical analysis, dynamic analysis, software composition analysis, and manual penetration tests throughout our software development life cycle. Veracode scans not only for third-party security issues but also for possible issues in our own code. This occurs in every phase of development, including the SDLC. For example, if we use an encryption algorithm with a private or public key that is easy to decode, Veracode will identify this as an error or warning in the report and suggest using multiple layers of encryption for the keys. The entire CI/CD process is part of DevOps. Therefore, the responsibility of configuring the Veracode tool usually falls on the DevOps professional. It is essential to integrate Veracode with the CI/CD pipeline within the project to ensure it is always incorporated. Whenever there is a priority or mandatory check required before deployment, Veracode should run beforehand. This integration is carried out by our DevSecOps team. Veracode's false positive rate is good, as it helps us identify possible security concerns in our code. In my opinion, it is advisable to run a Veracode scan on all codes. I have worked in the IT industry for five years, and I have observed that Veracode has been implemented in every project I have worked on. If a tool is improving our code quality and providing us with insights into potential security issues, it is always beneficial to use it. The false positive rate boosts our developers' confidence in Veracode when addressing vulnerabilities. Veracode also provides suggestions when there is a security issue with a dependency in version 1.7, prompting us to consider using version 1.8, which does not have security issues. This process involves the developers, and it leaves a positive impression on our managers and clients, demonstrating our commitment to security. We can show them that we were previously using version 1.7 but updated to version 1.8 after identifying the security issue with Veracode's help. Unfortunately, there is no centralized platform to check for network issues or problems with dependencies and versions. Veracode provides a centralized solution where we can scan our project and receive results. Veracode has helped our organization address flaws in our software and automation processes. Its positive impact has been reflected in our ROI, which increased when we started using Veracode. Without Veracode, we would be susceptible to security issues and potential hacking. However, after implementing Veracode scans, we have not encountered any such problems. It is critical for us to use Veracode because we capture sensitive data such as pharmacy information for real-time users, including patient prescriptions and refill schedules. This sensitive data could pose a significant problem if our code or software has security vulnerabilities. Fortunately, Veracode scans allow us to prevent such issues. Veracode has helped our developers save time by providing a solution that eliminates the need to manually check for dependencies or search the internet for information on which dependencies have issues. Instead, Veracode provides a detailed report that identifies the issues and recommends the appropriate version to use. Using Veracode ensures the quality of our code and also saves time for our developers. In my career of five years, Veracode has helped me resolve code issues eight times. Veracode has reduced our SecOps costs by identifying security vulnerabilities in our code. Without Veracode, if we were to go live with these issues, it could result in a breach of our encrypted data, potentially causing significant harm to our organization. This would require significant time and cost to resolve the issue and restore the data. Veracode has improved the quality of our code and reduced the risk of such incidents occurring, thereby minimizing their impact on our organization.

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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 recent AI-powered code completion is pretty cool."

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

"The solution has a great debugging feature."

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

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

"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."

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

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

More PyCharm pros

"Because it is a SaaS offering, I do not have to support the infrastructure."

"To me, the principal feature is the CLI (command-line interface) because I put together a lot of implementations using it. Another important aspect is the low false-positive rate because the solution is very configurable. It is as low as 1 percent and that is a huge difference compared to competitors."

"Veracode provides faster scans compared to other static analysis security testing tools."

"Provides consistent evaluation and results without huge fluctuations in false positives or negatives."

"It pinpoints the errors. Its accuracy is very interesting. It also elaborates on flaws, meaning it provides you with details about what is valid or not and how something can be fixed."

"We have to look at it from the perspectives of how important it is to fix something and when it should be prioritized for fixing. The JSON output from the agent-based scans gives us the CVS core, and that makes things much easier."

"The most valuable feature is the efficiency of the tool in finding vulnerabilities."

"The deployment mode is very useful."

More Veracode pros

Cons

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

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

"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 navigation can be better."

"Customizing the tool can make it complicated."

"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."

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

More PyCharm cons

"Sometimes we get a lot of false positives even after configuring our policies, so that could be improved."

"Scheduling can be a little difficult. For instance, if you set up recurring scheduled scans and a developer comes in and says, "Hey, I have this critical release that happened outside of our normal release patterns and they want you to scan it," we actually have to change our schedule configuration and that means we lose the recurring scheduling settings we had."

"There is much to be desired of UI and user experience. The UI is very slow. With every click, it just takes a lot of time for the pages to load. We have seen this consistently since getting this solution. The UI and UX are very disjointed."

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

"There needs to be better API integration to the development team's pipeline, which is something that is missing and needs to be improved."

"Veracode should provide more flexibility in its pricing and licensing modules so that it could be more affordable for all types of projects and not only for very active mission-critical projects."

"Veracode is a little costly. It's cost-effective for a large enterprise, but it may be too expensive for small businesses."

"It is not as fast as Snyk."

More Veracode cons

Pricing and Cost Advice

"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 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 community edition is free, which is good."

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

"Depending on the number of users, my company makes payments toward the solution's licensing costs."

"The pricing of the product depends upon the number of codes or the number of applications."

"I think the pricing is in line with the rest of the tools. I think you get what you pay for. It is certainly not inexpensive, but the value proposition is there. There are certainly cheaper tools, but I don't think we'd be getting the support that we get with those, and that is what separates this product from the others."

"Veracode is fairly priced."

"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."

"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."

"The worst part about the product is that it does not scale at all. Also, microservices apps will cost you a fortune."

"We are still considering it at the enterprise level. It has a subscription-based model. We find its price a little high based on the features it provides."

More Veracode pricing and cost advice

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Top Industries

By visitors reading reviews

No data available

Computer Software Company

17%

Financial Services Firm

17%

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?

Customizing the tool can make it complicated.

What is your primary use case for PyCharm?

I use PyCharm as my main IDE for Python 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?

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 21% of the time

Checkmarx One vs Veracode

Compared 10% of the time

GitHub Advanced Security vs Veracode

Compared 6% of the time

Fortify on Demand vs Veracode

Compared 5% of the time

Snyk vs Veracode

Compared 5% of the time

More Veracode Competitors

Product Reports

Static Code Analysis

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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.

PyCharm vs. Veracode