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PyCharm vs Veracode comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

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
8th
Average Rating
8.8
Reviews Sentiment
7.4
Number of Reviews
12
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 July 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 25.6%, down from 30.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Static Code Analysis
 

Featured Reviews

Shravan Revanna - PeerSpot reviewer
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.
Sajal Sharma - PeerSpot reviewer
Offers shift-left security strategy and helps us with the latest security configurations, OWASP standards, and SAST standards
It's robustness is the main benefit to the organization. As it gets upgraded with time, it also improves the coverage – security configuration coverages and vulnerability coverages. It also updates itself with the latest known vulnerabilities that are uploaded to the NVD, OWASP, or other databases. So it gets upgraded itself with that. And so with each upgrade, it gets better and better. The solution offers the ability to prevent vulnerable code from going into production. It provides us with a report containing multiple remediations and mitigations for each vulnerability. For example, if it finds a cross-site scripting vulnerability, it will also include references like CWE and CVE records, instructions on how to fix it, and the specific line of code or module where the vulnerability is present. This helps us fix the issues accordingly. I'm a penetration tester and DevSecOps engineer. I evaluate the findings, mark false positives, and manually exploit vulnerabilities if they exist. If we need further clarification, we raise a ticket with the Veracode team and get consultancy from them. We are a software development team. If we find a vulnerability, I exploit it and come back with the best possible mitigation, and the dev team fixes it. If we use Veracode Fix, it might use third-party implementations or make changes we aren't aware of. We need to be very aware of what our application is using internally. It should be known to us. As per my experience, the solution's policy reporting ensures compliance with industry standards. It comes with multiple features. I get the most out of it, and it's good. The solution provides visibility into application status at every phase of development. Like static analysis, dynamic analysis, software composition, and manual penetration tests - throughout the SDLC We have a pipeline that I maintain. I use the Veracode API account and have integrated it with AWS and our Jenkins pipeline. We use Snyk for SCA and Veracode for SAST scanning. At the earliest stage of the build, the SAST scan runs along with the JS and PHP files. It provides us with reports, which are then handed over to the other tools we depend on. If I validate the report or check the Veracode dashboard and find vulnerabilities, I mark them as false positives or existing issues. We work on multiple projects, but the one I'm handling these days only uses Veracode for SAST. It's been about one and a half years since I've been working with Veracode and this project. It is quite impressive. There are some things Veracode cannot find, like code obfuscations inside the code and some insecure randoms. Sometimes, it misses those flaws. But overall, if I compare it with other tools, it is better. I will definitely recommend others to use this tool. We run the scan before each deployment. If the dev team builds a new module or something, we scan it along with all the files. If we find anything, we get it fixed. That's how it works. Veracode is quite important to the organization's shift-left security strategy because we make a scan for each deployment. Sometimes, if I think we need to perform a shift-left, I just make a scan before deployment and check for any misconfiguration or vulnerability in the code.

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."
"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 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."
"The solution has a nice environment and extensions that make it easy to develop software."
"PyCharm is saving me time and money in general."
"The integrated code structure makes coding more organized and manageable compared to using Python alone."
"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."
"We use Veracode static analysis during development to eliminate vulnerability issues"
"It has caught lots of flaws that could have been exploited, like SQL injection flaws. It has also improved developer engagement with information security."
"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."
"Allows us to track the remediation and handling of identified vulnerabilities."
"Using an automated tool brings cost reduction and more security."
"Veracode is a very good tool, especially from a compliance standpoint."
"One of the valuable features is that it gives us the option of static scanning. Most tools of this type are centered around dynamic scanning. Having a static scan is very important."
"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."
 

Cons

"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."
"Notebooks in PyCharm is not as intuitive as it could be."
"Customizing the tool can make it complicated."
"There should be support for the RUST plugin in the Community edition for debugging."
"They should improve the product's interactiveness."
"The solution does not support some features of OpenCV even though it is part of a PyCharm package."
"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."
"I've found that Veracode is not particularly suitable for Dynamic Application Security Testing."
"Ideally, I would like better reporting that gives me a more concise and accurate description of what my pain points are, and how to get to them."
"Improvements can be made to Veracode, particularly in terms of process. If it could be integrated directly with code repositories such as Bitbucket or GitHub, without the need to create a pipeline to upload and decode code, it would simplify the code scan process significantly."
"Veracode isn't important to the organization's shift-left security strategy itself. It's a tool."
"If the dynamic scan is improved, then the speed might go up. That is somehow not happening. We have raised this concern. It might also help if they could time limit scans to 24 hours instead of letting them go for three days. Then, whatever results could be shared, even if the scan is not complete, that would definitely help us."
"We use Ruby on Rails and we still don't have any support for that from Veracode."
"From what we have seen of Veracode's SCA offering, it is just average."
"A nice addition would be if it could be extended for scenarios with custom cleansers."
 

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."
"I use the free community version, so I'm saving money there."
"The community edition is free, which is good."
"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 and the professional edition has a licensing fee."
"Veracode's price is high. I would like them to better optimize their pricing."
"The worst part about the product is that it does not scale at all. Also, microservices apps will cost you a fortune."
"I think it's a great value. It's at a price point that a small company like mine can afford to use versus, if it was too exorbitant, I wouldn't be able to use this product. The cost of the license is small in comparison to the value it brings"
"It's worth the value"
"It can be expensive to do this, so I would just make sure that you're getting the proper number of licenses. Do your analysis. Make sure you know exactly what it is you need, going in."
"Pricing/licensing is complicated."
"The cost has been a barrier to wider use here. I think my team is the only one at the university. Other folks might like to use it, but it's pretty pricey. You could see what else is in the market, but I hear that's the price for most solutions. You might not find a better deal in the market, or it might be an incomplete solution. I mean, for the level of interaction we get with Veracode staff, it's been pretty good."
"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."
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Top Industries

By visitors reading reviews
No data available
Computer Software Company
16%
Financial Services Firm
16%
Manufacturing Company
8%
Insurance Company
6%
 

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.
 

Comparisons

No data available
 

Also Known As

No data available
Crashtest Security , Veracode Detect
 

Overview

 

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.
Find out what your peers are saying about PyCharm vs. Veracode and other solutions. Updated: June 2025.
859,957 professionals have used our research since 2012.