# Best Static Code Analysis Tools - Page 2

*By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)*


Static code analysis is the analysis of computer software performed without actually executing the code. Static code analysis tools scan all code in a project and seek out vulnerabilities, validates code against industry best practices, and some software tools validate against company-specific project specifications. Static code analysis tools are used by software development and quality assurance teams to ensure the quality and security of code, and that project requirements are met. Static code analysis is a type of source code management and can integrate with version control systems and through build automation tasks using continuous integration software.

To qualify as a static code analysis tool, a product must:

- Scan code without executing that code
- List security vulnerabilities after scanning
- Validate code against industry best practices
- Provide recommendations on where and how to fix issues






## How Many Static Code Analysis Tools Products Does G2 Track?
**Total Products under this Category:** 130

### Category Stats (Jul 2026)
- **Average Rating**: 4.38/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Checkmarx (+1.22%) - Among all products in this category, Checkmarx recorded the largest rating increase compared to last month
*Last updated: July 06, 2026*


## How Does G2 Rank Static Code Analysis Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 2,100+ Authentic Reviews
- 130+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.


## Which Static Code Analysis Tools Is Best for Your Use Case?

- **Leader:** [SonarQube](https://www.g2.com/products/sonarqube/reviews)
- **Highest Performer:** [Typo](https://www.g2.com/products/typo/reviews)
- **Easiest to Use:** [OpsPilot](https://www.g2.com/products/opspilot/reviews)
- **Top Trending:** [Semgrep](https://www.g2.com/products/semgrep/reviews)
- **Best Free Software:** [SonarQube](https://www.g2.com/products/sonarqube/reviews)


---

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---

## What Are the Top-Rated Static Code Analysis Tools Products in 2026?
### 1. [Roslyn](https://www.g2.com/products/roslyn/reviews)
The .NET Compiler Platform (&quot;Roslyn&quot;) provides open-source C# and Visual Basic compilers with rich code analysis APIs.


**Average Rating:** 4.4/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Roslyn?**

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.5/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10)

**Who Is the Company Behind Roslyn?**

- **Seller:** [Codeplex](https://www.g2.com/sellers/codeplex)
- **Year Founded:** 2007
- **HQ Location:** N/A
- **Twitter:** @codeplex (28,239 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/codeplex-software-development-cc (44 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 58% Enterprise, 42% Small-Business



#### What Are Recent G2 Reviews of Roslyn?

**"[the Dot Net compiler you don&#39;t wanna miss](https://www.g2.com/survey_responses/roslyn-review-4644441)"**

**Rating:** 4.0/5.0 stars
*— Awal R.*

[Read full review](https://www.g2.com/survey_responses/roslyn-review-4644441)

---

**"[REVIEW of Roslyn. A great compiler for .NET platform.](https://www.g2.com/survey_responses/roslyn-review-4629492)"**

**Rating:** 5.0/5.0 stars
*— Pulkit M.*

[Read full review](https://www.g2.com/survey_responses/roslyn-review-4629492)

---


#### What Are G2 Users Discussing About Roslyn?

- [What language is Roslyn written in?](https://www.g2.com/discussions/what-language-is-roslyn-written-in)
- [What is Roslyn in .NET core?](https://www.g2.com/discussions/what-is-roslyn-in-net-core)
- [What is Roslyn in Visual Studio?](https://www.g2.com/discussions/what-is-roslyn-in-visual-studio)
- [What can you do with Roslyn?](https://www.g2.com/discussions/what-can-you-do-with-roslyn)

### 2. [Parasoft Jtest](https://www.g2.com/products/parasoft-jtest/reviews)
Parasoft Jtest is an integrated Java testing tool for Application Software Development. Develop high-quality code within an Agile workflow. Jtest’s comprehensive set of Java testing tools ensures high code coverage through every stage of software development. Parasoft Jtest integrates tightly into your development ecosystem and CI/CD pipeline for real-time, intelligent feedback on your testing and compliance progress. Jtest highlights code coverage and code quality, leverages AI for JUnit test creation, and identifies security and reliability issues so stakeholders can understand the quality of the deliverables and make informed decisions about risk of release.


**Average Rating:** 4.6/5.0
**Total Reviews:** 13
**How Do G2 Users Rate Parasoft Jtest?**

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.8/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.7/10)

**Who Is the Company Behind Parasoft Jtest?**

- **Seller:** [Parasoft](https://www.g2.com/sellers/parasoft)
- **Year Founded:** 1987
- **HQ Location:** Monrovia, CA
- **Twitter:** @Parasoft (2,602 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/parasoft/ (298 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 38% Enterprise, 31% Mid-Market



#### What Are Recent G2 Reviews of Parasoft Jtest?

**"[Very professional code analysis tool](https://www.g2.com/survey_responses/parasoft-jtest-review-6675486)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/parasoft-jtest-review-6675486)

---

**"[Easy To Use Software Coverage](https://www.g2.com/survey_responses/parasoft-jtest-review-6695923)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Defense &amp; Space*

[Read full review](https://www.g2.com/survey_responses/parasoft-jtest-review-6695923)

---


#### What Are G2 Users Discussing About Parasoft Jtest?

- [What is Parasoft tool?](https://www.g2.com/discussions/what-is-parasoft-tool)
- [Is Jtest open source?](https://www.g2.com/discussions/is-jtest-open-source)
- [What is Jtest tool?](https://www.g2.com/discussions/what-is-jtest-tool)
- [How does Jtest work?](https://www.g2.com/discussions/how-does-jtest-work)

### 3. [Quality Clouds for ServiceNow](https://www.g2.com/products/quality-clouds-for-servicenow/reviews)
Quality Clouds is the most comprehensive governance and quality management platform for the ServiceNow ecosystem. As organizations move toward Now Assist (GenAI) and democratized development through Creator Studio, Quality Clouds provides the automated guardrails required to keep your instance &quot;Clean, Lean, and Green.&quot; We help ServiceNow Platform Owners, Architects, and Centers of Excellence (CoE) maintain a high-performing, upgrade-ready environment while accelerating the delivery of new digital workflows. The Solution for ServiceNow Platform Owners: - Now Assist &amp; AI Governance: Automatically audit AI-generated scripts and configurations from ServiceNow’s GenAI tools. Ensure that &quot;Prompt-to-Code&quot; logic follows your internal security standards and platform best practices. - Upgrade Readiness &amp; OOTB Integrity: Identify &quot;Hard-coded&quot; logic and &quot;Spaghetti&quot; customizations that block upgrades. Quality Clouds ensures you stay as close to Out-of-the-Box (OOTB) as possible, reducing the cost of ownership. - Citizen Development Oversight: Safely scale Creator Studio and App Engine. Monitor the quality of apps built by citizen developers to prevent technical debt from exploding across your production instance. - Native DevOps Integration: Embed automated quality gates directly into your ServiceNow CI/CD pipelines. Stop high-risk Update Sets from moving to Production before they pass your custom architectural checks. - Instance Consolidation: Use our cross-instance dashboard to compare the health of your Dev, Test, and Prod environments, ensuring consistency across your entire ServiceNow footprint.


**Average Rating:** 4.6/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Quality Clouds for ServiceNow?**

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.7/10)
- **Ease of Admin:** 9.2/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.5/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind Quality Clouds for ServiceNow?**

- **Seller:** [Quality Clouds Ltd](https://www.g2.com/sellers/quality-clouds-ltd)
- **Year Founded:** 2015
- **HQ Location:** London, England
- **Twitter:** @QualityClouds (410 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/qualityclouds/about (47 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 55% Enterprise, 27% Small-Business



#### What Are Recent G2 Reviews of Quality Clouds for ServiceNow?

**"[Maintain vigil and control](https://www.g2.com/survey_responses/quality-clouds-for-servicenow-review-4247989)"**

**Rating:** 5.0/5.0 stars
*— Amit C.*

[Read full review](https://www.g2.com/survey_responses/quality-clouds-for-servicenow-review-4247989)

---

**"[Great inside view of our instance](https://www.g2.com/survey_responses/quality-clouds-for-servicenow-review-4317925)"**

**Rating:** 4.5/5.0 stars
*— Stanislav D.*

[Read full review](https://www.g2.com/survey_responses/quality-clouds-for-servicenow-review-4317925)

---


#### What Are G2 Users Discussing About Quality Clouds for ServiceNow?

- [What is Quality Clouds used for?](https://www.g2.com/discussions/what-is-quality-clouds-used-for) - 1 comment

### 4. [DeepSource](https://www.g2.com/products/deepsource/reviews)
DeepSource is an all-in-one code health platform that equips organizations with everything they need to build maintainable and secure software while elevating the velocity of their software development cycle. - Guaranteed below 5% false-positive rate with highly accurate and fast static analyzers - Automated issue remediation with Autofix™️ - Code Issue and security reporting: OWASP Top 10, SANS Top 25, Code Coverage, and more - Self-hosted option with one-click installation and upgrades


**Average Rating:** 4.6/5.0
**Total Reviews:** 22
**How Do G2 Users Rate DeepSource?**

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.7/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10)

**Who Is the Company Behind DeepSource?**

- **Seller:** [DeepSource](https://www.g2.com/sellers/deepsource)
- **Year Founded:** 2018
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** https://www.linkedin.com/company/deepsourcelabs/ (20 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 82% Small-Business, 9% Enterprise



#### What Are Recent G2 Reviews of DeepSource?

**"[Excellent service](https://www.g2.com/survey_responses/deepsource-review-7648888)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Transportation/Trucking/Railroad*

[Read full review](https://www.g2.com/survey_responses/deepsource-review-7648888)

---

**"[Code health automation at its best](https://www.g2.com/survey_responses/deepsource-review-7636137)"**

**Rating:** 4.5/5.0 stars
*— David P.*

[Read full review](https://www.g2.com/survey_responses/deepsource-review-7636137)

---


#### What Are G2 Users Discussing About DeepSource?

- [Which type of tools perform static analysis of code?](https://www.g2.com/discussions/which-type-of-tools-perform-static-analysis-of-code)
- [What kind of analysis is performed by static checker?](https://www.g2.com/discussions/what-kind-of-analysis-is-performed-by-static-checker)
- [What is DeepSource io?](https://www.g2.com/discussions/what-is-deepsource-io)
- [How does DeepSource work?](https://www.g2.com/discussions/how-does-deepsource-work)

### 5. [JProfiler](https://www.g2.com/products/jprofiler/reviews)
JProfiler is a Java profiler tool that helps users to resolve performance bottlenecks, pin down memory leaks and understand threading issues


**Average Rating:** 4.3/5.0
**Total Reviews:** 32
**How Do G2 Users Rate JProfiler?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.1/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10)

**Who Is the Company Behind JProfiler?**

- **Seller:** [EJ Technologies](https://www.g2.com/sellers/ej-technologies)
- **HQ Location:** Rye Brook, New York
- **LinkedIn® Page:** https://www.linkedin.com/company/ej-technologies-gmbh/about (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 39% Enterprise, 33% Small-Business



#### What Are Recent G2 Reviews of JProfiler?

**"[Awesome code analyzer tool.. helps find slower methods and memory leak even before performance tests](https://www.g2.com/survey_responses/jprofiler-review-4424496)"**

**Rating:** 5.0/5.0 stars
*— Kinjal S.*

[Read full review](https://www.g2.com/survey_responses/jprofiler-review-4424496)

---

**"[Great tool for profiling your applications.](https://www.g2.com/survey_responses/jprofiler-review-4432534)"**

**Rating:** 4.5/5.0 stars
*— Ahmed M.*

[Read full review](https://www.g2.com/survey_responses/jprofiler-review-4432534)

---


#### What Are G2 Users Discussing About JProfiler?

- [What is JProfiler used for?](https://www.g2.com/discussions/what-is-jprofiler-used-for)

### 6. [Embold](https://www.g2.com/products/embold/reviews)
Embold supports developers and development teams by finding critical code issues before they become roadblocks. It is the perfect tool to analyze, diagnose, transform, and sustain your software efficiently. With the use of A.I. and machine learning technologies, Embold can immediately prioritize issues, suggest ways to best solve them, and re-factor software where necessary. Run it within your current Dev-Ops stack, on premise or in the cloud privately or publicly.


**Average Rating:** 4.7/5.0
**Total Reviews:** 15
**How Do G2 Users Rate Embold?**

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.4/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind Embold?**

- **Seller:** [Embold Technologies](https://www.g2.com/sellers/embold-technologies)
- **Year Founded:** 2009
- **HQ Location:** Frankfurt am Main, Hesse
- **Twitter:** @embold_io (1,054 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1727876/ (12 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 56% Small-Business, 28% Mid-Market



#### What Are Recent G2 Reviews of Embold?

**"[Simple and Meaningful](https://www.g2.com/survey_responses/embold-review-4111852)"**

**Rating:** 5.0/5.0 stars
*— Swarup B.*

[Read full review](https://www.g2.com/survey_responses/embold-review-4111852)

---

**"[Meaningful and actionable insights into your code](https://www.g2.com/survey_responses/embold-review-4014679)"**

**Rating:** 5.0/5.0 stars
*— Amit A.*

[Read full review](https://www.g2.com/survey_responses/embold-review-4014679)

---



### 7. [VISUAL ASSIST](https://www.g2.com/products/visual-assist/reviews)
Visual Assist (VA) is a productivity plugin for Microsoft&#39;s Visual Studio developed by Whole Tomato Software. VA has been enhancing the overall IDE experience for thousands of C/C++ and C# developers for over fifteen years. Things You Can Do with Visual Assist • Navigate your code effortlessly • Inspect code and syntax automatically • Restructure code without affecting external behavior • Modernize legacy code • Improve readability • Access to a variety of accessibility features • Tailored support for Unreal Engine The plugin lets programmers code significantly faster and more efficiently with features such as autocomplete, code correction, and code navigation among others. These help you stay focused on more important tasks without the hassle. Visual Assist supports Visual Studio 2022, 2019, 2017 and 2015. Older versions also supported with limited features.


**Average Rating:** 4.4/5.0
**Total Reviews:** 29
**How Do G2 Users Rate VISUAL ASSIST?**

- **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.7/10)
- **Ease of Admin:** 6.7/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10)

**Who Is the Company Behind VISUAL ASSIST?**

- **Seller:** [Idera, Inc.](https://www.g2.com/sellers/idera-inc-6c9eda01-43cf-4bd5-b70c-70f59610d9a0)
- **Year Founded:** 1999
- **HQ Location:** Houston, TX
- **Twitter:** @MigrationWiz (482 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/bittitan (73 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Games, Computer Software
- **Company Size:** 66% Small-Business, 24% Mid-Market



#### What Are Recent G2 Reviews of VISUAL ASSIST?

**"[Faster, More Accurate Testing with Better Code Understanding and Debugging](https://www.g2.com/survey_responses/visual-assist-review-12238674)"**

**Rating:** 5.0/5.0 stars
*— Deepak K.*

[Read full review](https://www.g2.com/survey_responses/visual-assist-review-12238674)

---

**"[Excellent add-on for Visual Studio](https://www.g2.com/survey_responses/visual-assist-review-10005877)"**

**Rating:** 5.0/5.0 stars
*— Steven N.*

[Read full review](https://www.g2.com/survey_responses/visual-assist-review-10005877)

---


#### What Are G2 Users Discussing About VISUAL ASSIST?

- [What is VISUAL ASSIST used for?](https://www.g2.com/discussions/what-is-visual-assist-used-for)

### 8. [Source Insight](https://www.g2.com/products/source-insight/reviews)
Source Insight parses your source code and maintains its own database of symbolic information dynamically while you work, and presents useful contextual information to you automatically.


**Average Rating:** 4.5/5.0
**Total Reviews:** 24
**How Do G2 Users Rate Source Insight?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.6/10 (Category avg: 8.7/10)

**Who Is the Company Behind Source Insight?**

- **Seller:** [Source Insight](https://www.g2.com/sellers/source-insight)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 69% Enterprise, 31% Mid-Market



#### What Are Recent G2 Reviews of Source Insight?

**"[An amazing code browser for C code](https://www.g2.com/survey_responses/source-insight-review-7480458)"**

**Rating:** 4.5/5.0 stars
*— prince j.*

[Read full review](https://www.g2.com/survey_responses/source-insight-review-7480458)

---

**"[A lifeline for coders](https://www.g2.com/survey_responses/source-insight-review-4516605)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Telecommunications*

[Read full review](https://www.g2.com/survey_responses/source-insight-review-4516605)

---


#### What Are G2 Users Discussing About Source Insight?

- [What is Source Insight used for?](https://www.g2.com/discussions/what-is-source-insight-used-for)

### 9. [Clang](https://www.g2.com/products/clang/reviews)
Clang is a compiler front end for the C language family, including C, C++, Objective-C, and Objective-C++. It is designed to work seamlessly with the LLVM compiler back end, providing a robust and efficient compilation process. Clang offers fast compilation times, low memory usage, and produces highly optimized code. Its modular architecture allows for easy integration with various development tools and IDEs, enhancing the overall development experience. Clang also provides expressive diagnostics, aiding developers in identifying and resolving code issues effectively. Key Features and Functionality: - Fast Compilation and Low Memory Usage: Clang is optimized for speed and efficiency, enabling rapid compilation with minimal resource consumption. - Expressive Diagnostics: Provides detailed and clear error messages, assisting developers in quickly identifying and fixing code issues. - Modular Library-Based Architecture: Its design allows for easy integration with various tools and supports diverse clients, including refactoring, static analysis, and code generation. - GCC and MSVC Compatibility: Clang offers compatibility with GCC and MSVC, facilitating a smooth transition for projects migrating from these compilers. - Support for Multiple Languages: Beyond C and C++, Clang supports Objective-C, Objective-C++, OpenCL, and CUDA, catering to a wide range of development needs. Primary Value and Problem Solved: Clang addresses the need for a high-performance, user-friendly compiler that integrates seamlessly with modern development environments. By offering fast compilation times, detailed diagnostics, and a modular architecture, Clang enhances developer productivity and code quality. Its compatibility with existing compiler flags and extensions ensures a smooth transition for projects migrating from other compilers, while its support for multiple languages broadens its applicability across various development scenarios.


**Average Rating:** 4.3/5.0
**Total Reviews:** 16
**How Do G2 Users Rate Clang?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.7/10)

**Who Is the Company Behind Clang?**

- **Seller:** [The Clang Project](https://www.g2.com/sellers/the-clang-project)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 56% Small-Business, 25% Mid-Market



#### What Are Recent G2 Reviews of Clang?

**"[&quot;Comprehensive Review Of Clang&quot;](https://www.g2.com/survey_responses/clang-review-8526156)"**

**Rating:** 4.5/5.0 stars
*— Chandrakant L.*

[Read full review](https://www.g2.com/survey_responses/clang-review-8526156)

---

**"[Clang software tool](https://www.g2.com/survey_responses/clang-review-8306783)"**

**Rating:** 4.0/5.0 stars
*— Ravi Ramsamujh S.*

[Read full review](https://www.g2.com/survey_responses/clang-review-8306783)

---



### 10. [Checkstyle](https://www.g2.com/products/checkstyle/reviews)
Checkstyle is a development tool to help programmers write Java code that adheres to a coding standard.


**Average Rating:** 4.3/5.0
**Total Reviews:** 19
**How Do G2 Users Rate Checkstyle?**

- **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 8.7/10)
- **Ease of Admin:** 6.4/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind Checkstyle?**

- **Seller:** [sourceforge](https://www.g2.com/sellers/sourceforge)
- **Year Founded:** 1999
- **HQ Location:** San Diego, CA
- **Twitter:** @sourceforge (46,720 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/638555/ (64 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 57% Enterprise, 29% Small-Business



#### What Are Recent G2 Reviews of Checkstyle?

**"[Best tool to review and automate standard code practices](https://www.g2.com/survey_responses/checkstyle-review-6734977)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Information Technology and Services*

[Read full review](https://www.g2.com/survey_responses/checkstyle-review-6734977)

---

**"[Checkstyle- best plugin for analysing any program statically to see if the code standards are met](https://www.g2.com/survey_responses/checkstyle-review-4533303)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/checkstyle-review-4533303)

---



### 11. [Codiga](https://www.g2.com/products/codiga/reviews)
Automate your code reviews and write faster code with Codiga Coding Assistant. Codiga proposes two products: 1. Automated Code Reviews on GitHub, GitLab, and Bitbucket 2. Smart Coding Assistant to help developers find and import safe and reliable code patterns directly in their IDE.


**Average Rating:** 4.6/5.0
**Total Reviews:** 21
**How Do G2 Users Rate Codiga?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Ease of Admin:** 9.2/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.5/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10)

**Who Is the Company Behind Codiga?**

- **Seller:** [Codiga](https://www.g2.com/sellers/codiga)
- **Year Founded:** 2020
- **HQ Location:** Denver, US
- **Twitter:** @getcodiga (970 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/codigahq/ (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 67% Small-Business, 19% Enterprise



#### What Are Recent G2 Reviews of Codiga?

**"[An extremely useful tool](https://www.g2.com/survey_responses/codiga-review-6986608)"**

**Rating:** 5.0/5.0 stars
*— Daniel G.*

[Read full review](https://www.g2.com/survey_responses/codiga-review-6986608)

---

**"[great automated code review](https://www.g2.com/survey_responses/codiga-review-7141195)"**

**Rating:** 4.0/5.0 stars
*— Glenn D.*

[Read full review](https://www.g2.com/survey_responses/codiga-review-7141195)

---


#### What Are G2 Users Discussing About Codiga?

- [What is Codiga used for?](https://www.g2.com/discussions/what-is-codiga-used-for)

### 12. [Pylint](https://www.g2.com/products/pylint/reviews)
Pylint is a tool that checks for errors in Python code, tries to enforce a coding standard and looks for bad code smells.


**Average Rating:** 4.2/5.0
**Total Reviews:** 18
**How Do G2 Users Rate Pylint?**

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.7/10)

**Who Is the Company Behind Pylint?**

- **Seller:** [Pylint](https://www.g2.com/sellers/pylint)
- **Year Founded:** 2019
- **HQ Location:** Z√ºrich, Z√ºrich
- **Twitter:** @pylint (2 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 53% Enterprise, 32% Small-Business



#### What Are Recent G2 Reviews of Pylint?

**"[Best quality tracking tool for python](https://www.g2.com/survey_responses/pylint-review-1820520)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Information Technology and Services*

[Read full review](https://www.g2.com/survey_responses/pylint-review-1820520)

---

**"[Pylint quickly catches error in your python code](https://www.g2.com/survey_responses/pylint-review-3375995)"**

**Rating:** 4.5/5.0 stars
*— Ernest  K.*

[Read full review](https://www.g2.com/survey_responses/pylint-review-3375995)

---



### 13. [CodeRush](https://www.g2.com/products/coderush/reviews)
The CodeRush .NET Test Runner is up to 30% faster than the closest competitor so you can get back to coding sooner.


**Average Rating:** 4.0/5.0
**Total Reviews:** 10
**How Do G2 Users Rate CodeRush?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 5.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind CodeRush?**

- **Seller:** [DevExpress](https://www.g2.com/sellers/devexpress-e81ea598-e8d7-44b2-bd94-3c522ccf1c02)
- **Year Founded:** 1998
- **HQ Location:** Glendale, CA
- **Twitter:** @DevExpress (8,517 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/230052 (190 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 40% Small-Business



#### What Are Recent G2 Reviews of CodeRush?

**"[CodeRush - Strong and Efficient tool](https://www.g2.com/survey_responses/coderush-review-7522756)"**

**Rating:** 4.5/5.0 stars
*— Abhit H.*

[Read full review](https://www.g2.com/survey_responses/coderush-review-7522756)

---

**"[My experience is very good while using code rush](https://www.g2.com/survey_responses/coderush-review-8015651)"**

**Rating:** 4.5/5.0 stars
*— Hassan R.*

[Read full review](https://www.g2.com/survey_responses/coderush-review-8015651)

---


#### What Are G2 Users Discussing About CodeRush?

- [What is CodeRush used for?](https://www.g2.com/discussions/what-is-coderush-used-for)

### 14. [GuardRails](https://www.g2.com/products/guardrails-guardrails/reviews)
GuardRails is an end-to-end security platform that makes AppSec easier for both security and development teams. We scan, detect, and provide real-time guidance to fix vulnerabilities early. Trusted by hundreds of teams around the world to build safer apps, GuardRails integrates seamlessly into the developers’ workflow, quietly scans as they code, and shows how to fix security issues on the spot via Just-in-Time training. GuardRails commits to keeping the noise low and only reporting high-impact vulnerabilities that are relevant to your organization. GuardRails helps organizations shift security everywhere and build a strong DevSecOps pipeline, so they can go faster to market without risking security.


**Average Rating:** 4.3/5.0
**Total Reviews:** 29
**How Do G2 Users Rate GuardRails?**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.7/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind GuardRails?**

- **Seller:** [GuardRails](https://www.g2.com/sellers/guardrails)
- **Year Founded:** 2017
- **HQ Location:** Singapore, Singapore
- **Twitter:** @guardrailsio (1,553 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/13599521 (13 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 52% Small-Business, 48% Mid-Market


#### What Are GuardRails's Pros and Cons?

**Pros:**

- Security (13 reviews)
- Vulnerability Detection (11 reviews)
- Ease of Use (9 reviews)
- Error Reduction (9 reviews)
- Threat Detection (9 reviews)

**Cons:**

- Missing Features (4 reviews)
- Time Management (3 reviews)
- Bug Issues (2 reviews)
- Dashboard Issues (2 reviews)
- False Positives (2 reviews)


### What Do G2 Reviewers Say About GuardRails?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **robust security features** of GuardRails, ensuring continuous protection and vulnerability management in development.
- Users value the **vulnerability detection** features of GuardRails, enhancing security and efficiency in DevSecOps processes.
- Users find GuardRails to be **easy to use** , making security checks intuitive and efficient for all developers.
- Users value the **effective error reduction** provided by GuardRails, enhancing code security and overall development efficiency.
- Users value the **effective threat detection** of GuardRails, ensuring secure code and timely identification of vulnerabilities.

**Cons:**

- Users note a **lack of essential features** in GuardRails, including scalability limits and inadequate reporting tools.
- Users face **time management challenges** with GuardRails due to the need for supervision and limited developer support.
- Users face **bug issues** that lead to delays and complications during development, impacting deployment efficiency.
- Users struggle with **dashboard issues** , facing challenges with report generation and syncing user information.
- Users report frequent **false positives** in GuardRails, complicating the handling of vulnerabilities despite a user-friendly dashboard.

#### What Are Recent G2 Reviews of GuardRails?

**"[A must tool for security](https://www.g2.com/survey_responses/guardrails-review-8536638)"**

**Rating:** 4.0/5.0 stars
*— Sanjeev M.*

[Read full review](https://www.g2.com/survey_responses/guardrails-review-8536638)

---

**"[Security and Flexibility with GuardRails](https://www.g2.com/survey_responses/guardrails-review-8956655)"**

**Rating:** 4.0/5.0 stars
*— Muhammad S.*

[Read full review](https://www.g2.com/survey_responses/guardrails-review-8956655)

---



### 15. [CodeSonar](https://www.g2.com/products/codesonar/reviews)
As a leading provider of static application security testing (SAST) solutions, CodeSecure helps software developers solve challenging issues throughout the software development life cycle (SDLC) to protect mission-critical software and devices from failure and cyberattack. By enabling developers to shift security testing left, CodeSecure CodeSonar seamlessly integrates into CI/CD and DevSecOps tools to assist developers in designing, developing, and deploying trusted software applications – meeting standards, minimizing risk and accelerating projects to gain a competitive advantage. CodeSecure CodeSonar is a multi-language static application security testing (SAST) solution supporting C, C++, C# and Java. CodeSonar provides deep static analysis to quickly find and fix defects impacting code quality, safety and security. With seamless integrations into developer tools such as GitHub, GitLab, Jenkins, Visual Studio and others, CodeSonar is easily adopted into developer workflows to efficiently and continuously test code to create higher quality, safer and more secure software.  


**Average Rating:** 4.3/5.0
**Total Reviews:** 13
**How Do G2 Users Rate CodeSonar?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 6.3/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

**Who Is the Company Behind CodeSonar?**

- **Seller:** [CodeSecure](https://www.g2.com/sellers/codesecure)
- **Year Founded:** 1988
- **HQ Location:** Ithaca, NY
- **Twitter:** @GrammaTech (684 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/82321 (50 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 38% Mid-Market, 31% Enterprise



#### What Are Recent G2 Reviews of CodeSonar?

**"[Help developers identify and address software defects](https://www.g2.com/survey_responses/codesonar-review-8296297)"**

**Rating:** 4.0/5.0 stars
*— kanchan s.*

[Read full review](https://www.g2.com/survey_responses/codesonar-review-8296297)

---

**"[CodeSonar : Life saver](https://www.g2.com/survey_responses/codesonar-review-7459724)"**

**Rating:** 4.0/5.0 stars
*— Tushar J.*

[Read full review](https://www.g2.com/survey_responses/codesonar-review-7459724)

---


#### What Are G2 Users Discussing About CodeSonar?

- [How much does CodeSonar cost?](https://www.g2.com/discussions/how-much-does-codesonar-cost)
- [Is CodeSonar open source?](https://www.g2.com/discussions/is-codesonar-open-source) - 1 comment
- [How does CodeSonar work?](https://www.g2.com/discussions/how-does-codesonar-work) - 1 comment

### 16. [FindBugs](https://www.g2.com/products/findbugs/reviews)
Static analysis tool for finding bugs in Java code.


**Average Rating:** 4.5/5.0
**Total Reviews:** 20
**How Do G2 Users Rate FindBugs?**

- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

**Who Is the Company Behind FindBugs?**

- **Seller:** [sourceforge](https://www.g2.com/sellers/sourceforge)
- **Year Founded:** 1999
- **HQ Location:** San Diego, CA
- **Twitter:** @sourceforge (46,720 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/638555/ (64 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 45% Mid-Market, 32% Small-Business



#### What Are Recent G2 Reviews of FindBugs?

**"[Findbugs Review](https://www.g2.com/survey_responses/findbugs-review-6656037)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Accounting*

[Read full review](https://www.g2.com/survey_responses/findbugs-review-6656037)

---

**"[Static Analysis Tool](https://www.g2.com/survey_responses/findbugs-review-6477748)"**

**Rating:** 5.0/5.0 stars
*— Khushbu Y.*

[Read full review](https://www.g2.com/survey_responses/findbugs-review-6477748)

---



### 17. [YouMonitor](https://www.g2.com/products/youmonitor/reviews)
YourKit offersinnovative and intelligent tools for profiling Java &amp; .NET applications.


**Average Rating:** 4.5/5.0
**Total Reviews:** 10
**How Do G2 Users Rate YouMonitor?**

- **Ease of Use:** 8.1/10 (Category avg: 8.7/10)

**Who Is the Company Behind YouMonitor?**

- **Seller:** [YourKit](https://www.g2.com/sellers/yourkit)
- **HQ Location:** D√ºsseldorf, Nordrhein-Westfalen
- **Twitter:** @yourkit (441 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 40% Small-Business, 40% Enterprise



#### What Are Recent G2 Reviews of YouMonitor?

**"[YourKit Java Profiler : Nice and Simple](https://www.g2.com/survey_responses/youmonitor-review-9908632)"**

**Rating:** 4.5/5.0 stars
*— PRATHAMESH M.*

[Read full review](https://www.g2.com/survey_responses/youmonitor-review-9908632)

---

**"[A unique experience with this high quality instrument.](https://www.g2.com/survey_responses/youmonitor-review-9618968)"**

**Rating:** 4.5/5.0 stars
*— Fatima R.*

[Read full review](https://www.g2.com/survey_responses/youmonitor-review-9618968)

---



### 18. [Codecov](https://www.g2.com/products/codecov/reviews)
Codecov is a code coverage tool.


**Average Rating:** 3.9/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Codecov?**

- **Has the product been a good partner in doing business?:** 4.2/10 (Category avg: 8.7/10)
- **Ease of Admin:** 7.5/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.1/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind Codecov?**

- **Seller:** [Codecov](https://www.g2.com/sellers/codecov)
- **Year Founded:** 2015
- **HQ Location:** San Francisco, California
- **Twitter:** @codecov (3,067 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/codecov/ (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 50% Small-Business, 40% Mid-Market



#### What Are Recent G2 Reviews of Codecov?

**"[The reports generated are informational and helpfull](https://www.g2.com/survey_responses/codecov-review-9313369)"**

**Rating:** 4.5/5.0 stars
*— Sagar S.*

[Read full review](https://www.g2.com/survey_responses/codecov-review-9313369)

---

**"[Decoding Codecov: Uncovering Ratings and Impact in Development](https://www.g2.com/survey_responses/codecov-review-9074928)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Automotive*

[Read full review](https://www.g2.com/survey_responses/codecov-review-9074928)

---


#### What Are G2 Users Discussing About Codecov?

- [What is Codecov Yml?](https://www.g2.com/discussions/what-is-codecov-yml)
- [What is Codecov GitHub?](https://www.g2.com/discussions/what-is-codecov-github)
- [Who is using Codecov?](https://www.g2.com/discussions/who-is-using-codecov)

### 19. [JetBrains Qodana](https://www.g2.com/products/jetbrains-qodana/reviews)
Qodana is a smart code quality platform by JetBrains best suited for working in teams. It can analyze code written in 60+ languages including Java, JavaScript, TypeScript, PHP, Kotlin, Python, Go, and C#. You can use Qodana to follow agreed quality standards, and deliver readable, maintainable, and secure code. It includes options for code quality, license audits, custom inspections and vulnerable dependancy checks. Powered by the analysis engine of JetBrains IDEs


**Average Rating:** 4.6/5.0
**Total Reviews:** 9
**How Do G2 Users Rate JetBrains Qodana?**

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.7/10)
- **Ease of Admin:** 9.6/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 9.6/10 (Category avg: 10/10)

**Who Is the Company Behind JetBrains Qodana?**

- **Seller:** [JetBrains](https://www.g2.com/sellers/jetbrains)
- **Year Founded:** 2000
- **HQ Location:** Prague
- **Twitter:** @jetbrains (213,126 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/12515/ (2,941 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Small-Business, 50% Mid-Market



#### What Are Recent G2 Reviews of JetBrains Qodana?

**"[Change my code editor](https://www.g2.com/survey_responses/jetbrains-qodana-review-11645436)"**

**Rating:** 5.0/5.0 stars
*— Javier C.*

[Read full review](https://www.g2.com/survey_responses/jetbrains-qodana-review-11645436)

---

**"[Seamless Automated Code Quality Checks for Cleaner, More Secure Projects](https://www.g2.com/survey_responses/jetbrains-qodana-review-12865807)"**

**Rating:** 5.0/5.0 stars
*— Aashin C.*

[Read full review](https://www.g2.com/survey_responses/jetbrains-qodana-review-12865807)

---



### 20. [Parasoft C/C++Test](https://www.g2.com/products/parasoft-c-c-test/reviews)
A Unified, Fully Integrated Testing Solution for C/C++ Software Development Detect defects early and save money by integrating Parasoft’s C/C++test into the development of software for embedded safety- and security-critical applications. Ensure compliance with a variety of functional safety, security, and coding standards.


**Average Rating:** 4.7/5.0
**Total Reviews:** 12
**How Do G2 Users Rate Parasoft C/C++Test?**

- **Ease of Admin:** 8.3/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.7/10)

**Who Is the Company Behind Parasoft C/C++Test?**

- **Seller:** [Parasoft](https://www.g2.com/sellers/parasoft)
- **Year Founded:** 1987
- **HQ Location:** Monrovia, CA
- **Twitter:** @Parasoft (2,602 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/parasoft/ (298 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 58% Enterprise, 33% Mid-Market



#### What Are Recent G2 Reviews of Parasoft C/C++Test?

**"[Best software for the c or c++ developers](https://www.g2.com/survey_responses/parasoft-c-c-test-review-9229155)"**

**Rating:** 5.0/5.0 stars
*— Surendar R.*

[Read full review](https://www.g2.com/survey_responses/parasoft-c-c-test-review-9229155)

---

**"[The best option for a testing tool](https://www.g2.com/survey_responses/parasoft-c-c-test-review-9086170)"**

**Rating:** 4.0/5.0 stars
*— Tamata T.*

[Read full review](https://www.g2.com/survey_responses/parasoft-c-c-test-review-9086170)

---


#### What Are G2 Users Discussing About Parasoft C/C++Test?

- [What is Parasoft C/C++Test used for?](https://www.g2.com/discussions/what-is-parasoft-c-c-test-used-for) - 1 comment

### 21. [Visual Expert](https://www.g2.com/products/visual-expert/reviews)
Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL and PowerBuilder. Identify code dependencies to modify your code without breaking your application. Leverage hundreds of features to improve the quality, performance, and security of your applications. Find Cross References Identify code dependencies to estimate the impact of a change and modify your code without breaking your application. Detect Security Vulnerabilities Automatically scan your code to detect and fix security issues. Generate Code Inspection Report to clean it up, streamline maintenance efforts and avoid unexpected behavior. Review CRUD Operations Automatically generate a CRUD matrix showing which programs access your data. Generate Diagrams from your code to visualize objects and dependencies: Call graphs, Data Models, impact analysis diagrams… Automatically generate comprehensive HTML documentation of your source code. Analyze and Improve Code Performance Find the slow pieces of code, analyze processes, and remove bottlenecks. Compare two versions of your application or sets of code. Filter changes and save snapshots of your code to compare them anytime in the future.


**Average Rating:** 4.6/5.0
**Total Reviews:** 12
**How Do G2 Users Rate Visual Expert?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.7/10)

**Who Is the Company Behind Visual Expert?**

- **Seller:** [Novalys](https://www.g2.com/sellers/novalys)
- **Year Founded:** 1998
- **HQ Location:** Boulogne-Billancourt, Ile-de-France
- **Twitter:** @PowerBuilderTV (615 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10014166/ (32 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 67% Mid-Market, 17% Small-Business


#### What Are Visual Expert's Pros and Cons?

**Pros:**

- Easy Setup (1 reviews)
- Features (1 reviews)
- Security (1 reviews)

**Cons:**

- Confusing Interface (1 reviews)
- Difficulty for Beginners (1 reviews)
- Limited Features (1 reviews)
- Slow Performance (1 reviews)


### What Do G2 Reviewers Say About Visual Expert?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find the **easy setup** of Visual Expert enables them to start efficiently without any complications.
- Users praise the **clear code breakdown and diagrams** , making understanding complex software and maintenance easier.
- Users appreciate the **enhanced privacy and security features** of Visual Expert, crucial for safe data handling and analysis.

**Cons:**

- Users find the **confusing interface** of Visual Expert challenging, particularly those unfamiliar with technical code and tools.
- Users find the **difficulty for beginners** challenging, as the tool lacks user-friendliness and requires technical knowledge.
- Users find the **ability to provide correction for specific data somewhat limited** , indicating a need for improvement in accuracy.
- Users experience **slow performance** with large projects, leading to frustrating delays and potential crashes during analysis.

#### What Are Recent G2 Reviews of Visual Expert?

**"[Secure and Efficient for Data Analysis](https://www.g2.com/survey_responses/visual-expert-review-11604721)"**

**Rating:** 4.5/5.0 stars
*— Noore Alam Shahariya S.*

[Read full review](https://www.g2.com/survey_responses/visual-expert-review-11604721)

---

**"[Essential Tool for Code Comprehension and Maintenance](https://www.g2.com/survey_responses/visual-expert-review-11915916)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Higher Education*

[Read full review](https://www.g2.com/survey_responses/visual-expert-review-11915916)

---


#### What Are G2 Users Discussing About Visual Expert?

- [What is Visual Expert used for?](https://www.g2.com/discussions/what-is-visual-expert-used-for)

### 22. [Hubbl Diagnostics](https://www.g2.com/products/hubbl-diagnostics-hubbl-diagnostics/reviews)
Hubbl Diagnostics is setting the standard for Salesforce success through secure, automated, AI-driven org intelligence. - Monitor health and performance: Instantly gain a holistic view of your org. - Improve security: Pinpoint security and compliance risks. - Unlock ecosystem insights: Benchmark against industry standards. - Take action: Identify and fix your high priority issues—fast. - Streamline processes: Optimize your business process, inside Salesforce. Our solution provides the C-suite, Salesforce admins, architects, and consultants with the broadest and most actionable insights into any Salesforce org. Tackle technical debt, redundant automation, and ever-expanding org complexity to get the best return on your Salesforce investment, faster.


**Average Rating:** 4.8/5.0
**Total Reviews:** 18
**How Do G2 Users Rate Hubbl Diagnostics?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Ease of Admin:** 9.6/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.4/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 6.7/10 (Category avg: 10/10)

**Who Is the Company Behind Hubbl Diagnostics?**

- **Seller:** [Hubbl Diagnostics](https://www.g2.com/sellers/hubbl-diagnostics)
- **Year Founded:** 2022
- **HQ Location:** Vancouver
- **Twitter:** @HubblTech (5 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/hubbl-diagnostics/ (36 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Consulting, Non-Profit Organization Management
- **Company Size:** 56% Mid-Market, 22% Enterprise


#### What Are Hubbl Diagnostics's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Data Accuracy (2 reviews)
- Efficiency (2 reviews)
- Issue Identification (2 reviews)
- Salesforce Integration (2 reviews)

**Cons:**

- Data Management (1 reviews)
- Limitations (1 reviews)
- Software Bugs (1 reviews)


### What Do G2 Reviewers Say About Hubbl Diagnostics?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Hubbl Diagnostics, facilitating effective analysis and speedy insights into their Salesforce orgs.
- Users value the **data accuracy** of Hubbl Diagnostics, facilitating effective analysis and enhanced development in their Salesforce ecosystem.
- Users value the **efficiency** of Hubbl Diagnostics, enabling quick issue resolution and improved development processes.
- Users value the **thorough issue identification** capabilities of Hubbl Diagnostics, streamlining tech debt removal and development.
- Users appreciate the **seamless Salesforce integration** , making it easy to diagnose issues and enhance their ecosystem.

**Cons:**

- Users wish exports offered **more digestible information** comparable to the online interface for better usability.
- Users occasionally experience **bugs on the platform** , which can hinder their overall experience with Hubbl Diagnostics.
- Users experience occasional **software bugs** on Hubbl Diagnostics, which can disrupt their overall user experience.

#### What Are Recent G2 Reviews of Hubbl Diagnostics?

**"[Approachable setup for Salesforce Org Health](https://www.g2.com/survey_responses/hubbl-diagnostics-review-9714839)"**

**Rating:** 4.5/5.0 stars
*— Shane C.*

[Read full review](https://www.g2.com/survey_responses/hubbl-diagnostics-review-9714839)

---

**"[Hubbl saves hours in system research](https://www.g2.com/survey_responses/hubbl-diagnostics-review-10372907)"**

**Rating:** 5.0/5.0 stars
*— Jared W.*

[Read full review](https://www.g2.com/survey_responses/hubbl-diagnostics-review-10372907)

---



### 23. [codebeat](https://www.g2.com/products/codebeat/reviews)
codebeat is an automated review for web and mobile that gathers the results of static code analysis into a single, real-time report that gives all project stakeholders the information required to identify code smells, security holes and improve code quality.


**Average Rating:** 4.8/5.0
**Total Reviews:** 6
**How Do G2 Users Rate codebeat?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Ease of Admin:** 9.4/10 (Category avg: 8.5/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

**Who Is the Company Behind codebeat?**

- **Seller:** [codequest](https://www.g2.com/sellers/codequest)
- **Year Founded:** 2014
- **HQ Location:** Warsaw, PL
- **Twitter:** @codebeatapp (244 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/9184059/ (3 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Small-Business, 33% Mid-Market



#### What Are Recent G2 Reviews of codebeat?

**"[Great Code analysis tool for cloud CIs](https://www.g2.com/survey_responses/codebeat-review-206968)"**

**Rating:** 5.0/5.0 stars
*— Timothy S.*

[Read full review](https://www.g2.com/survey_responses/codebeat-review-206968)

---

**"[I just Love it!](https://www.g2.com/survey_responses/codebeat-review-206516)"**

**Rating:** 5.0/5.0 stars
*— Sacha D.*

[Read full review](https://www.g2.com/survey_responses/codebeat-review-206516)

---



### 24. [DryRun Security](https://www.g2.com/products/dryrun-security/reviews)
Security leaders face a paradox: ship faster and enable agentic development while staying secure and keeping developers productive. DryRun Security resolves this by securing every pull request and repo with a high-precision, automated security engineer review right where developers and their agents build. DryRun Security is the industry’s most accurate agentic code security intelligence platform. Powered by its proprietary Contextual Security Analysis (CSA) engine, DryRun Security delivers the AI moment for security teams in an AI-native developer world. Traditional static application security testing (SAST) floods teams with alerts, misses higher-order risk, and burns time in triage. DryRun Security goes beyond SAST with contextual analysis that prioritizes what is exploitable and impactful in your codebase, then helps engineers remediate fast. Instead of “find everything and hope someone sorts it out,” DryRun Security delivers code security intelligence that is ready to act on. DryRun Security puts a security engineer directly into developer workflows. In pull requests, the Code Review Agent reviews changes in context, explains risk in plain language, and guides fixes where developers already work. In repos, the DeepScan Agent produces focused, human-grade findings for the issues that actually matter, without weeks of manual review before major milestones. The Custom Policy Agent enforces guardrails with Natural Language Code Policies, so you can standardize security and compliance requirements across teams without brittle rule sets. Codebase Insights allows leaders to ask questions of their entire codebase like &quot;Are we exposed to this new vulnerability&quot; and have confidence in minutes. DryRun Security also integrates with AI coding workflows, so remediation happens with the precision of a security engineer working at machine speed. Teams connect DryRun Security insights and guidance into Claude, Cursor, OpenAI Codex, and Windsurf, helping developers and their agents fix issues with contextual, security-engineered direction tied to the PR and codebase. What DryRun Security delivers (beyond SAST) • Automated secure code review in every pull request with high-signal findings and low noise • Contextual Security Analysis that catches common vulnerabilities and deeper multi-dependency and logic risks • Automated remediation guidance that helps engineers fix faster, with explanations and next steps • Secrets analysis identifies genuine hardcoded secrets and suppresses the usual false alarms • Policy enforcement in PRs using Natural Language Code Policies for consistent guardrails across repos • Codebase intelligence and reporting for AppSec visibility, prioritization, and audit-ready evidence DryRun Security supports most code environments, languages, and frameworks, including: • GitHub, GitLab • C#, Golang, Elixir, JavaScript, TypeScript, Python, Ruby, Java, Kotlin, PHP, Swift, HTML • Infrastructure as Code (Terraform, YAML) • And more


**Average Rating:** 4.9/5.0
**Total Reviews:** 20
**How Do G2 Users Rate DryRun Security?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind DryRun Security?**

- **Seller:** [DryRun Security](https://www.g2.com/sellers/dryrun-security)
- **Year Founded:** 2023
- **HQ Location:** Austin, US
- **LinkedIn® Page:** https://www.linkedin.com/company/dryrun-security/ (16 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer &amp; Network Security
- **Company Size:** 40% Small-Business, 30% Mid-Market


#### What Are DryRun Security's Pros and Cons?

**Pros:**

- Security (13 reviews)
- Vulnerability Detection (9 reviews)
- Features (8 reviews)
- Accuracy (7 reviews)
- Easy Setup (7 reviews)

**Cons:**

- Slow Performance (2 reviews)
- Slow Speed (2 reviews)
- UX Improvement (2 reviews)
- Limited Customization (1 reviews)
- Workflow Issues (1 reviews)


### What Do G2 Reviewers Say About DryRun Security?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **enhanced security** of DryRun, effectively uncovering vulnerabilities and providing vital context for engineers.
- Users appreciate the **early detection of vulnerabilities** that DryRun Security provides, enhancing the security of their code seamlessly.
- Users praise DryRun Security for its **seamless integration and automated scanning** , enhancing code security and development efficiency.
- Users find that DryRun Security provides **exceptional accuracy** in identifying complex code vulnerabilities that standard tools miss.
- Users value the **easy setup** of DryRun Security, effortlessly integrating it into their existing workflows.

**Cons:**

- Users experience **slow performance** with the management portal, especially during loading times and UI navigation.
- Users notice the **slow speed** of the management portal, which affects usability and efficiency when managing repositories.
- Users note the need for **improved user experience** , emphasizing smoother workflows and more focus on developer needs.
- Users desire more **customization options** for analyzers, but improvements are reportedly being developed.
- Users suggest that improving **developer experience and workflow fit** would enhance the overall value of DryRun Security.

#### What Are Recent G2 Reviews of DryRun Security?

**"[Catches Logic and Authorization Flaws Traditional SAST Often Misses](https://www.g2.com/survey_responses/dryrun-security-review-12357188)"**

**Rating:** 5.0/5.0 stars
*— Jabez A.*

[Read full review](https://www.g2.com/survey_responses/dryrun-security-review-12357188)

---

**"[Next Gen of SAST Tool That Has Cutting Edge Tech](https://www.g2.com/survey_responses/dryrun-security-review-12462338)"**

**Rating:** 5.0/5.0 stars
*— Francis D.*

[Read full review](https://www.g2.com/survey_responses/dryrun-security-review-12462338)

---



### 25. [OverOps](https://www.g2.com/products/overops/reviews)
OverOps root cause analysis at runtime instantly pinpoints why critical issues break backend Java and .NET environments in pre-prod through production. Detective-work such as searching logs is not required to reproduce critical issues. OverOps delivers the precise line of code and associated variables. OverOps requires no code changes so engineering teams can develop fast without sacrificing quality.


**Average Rating:** 3.6/5.0
**Total Reviews:** 12
**How Do G2 Users Rate OverOps?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Ease of Admin:** 5.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 7.6/10 (Category avg: 8.7/10)
- **What is your organization&#39;s estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10)

**Who Is the Company Behind OverOps?**

- **Seller:** [Overops](https://www.g2.com/sellers/overops)
- **Year Founded:** 2011
- **HQ Location:** San Francisco, CA
- **Twitter:** @OverOps (7 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/overops/ (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 67% Small-Business, 25% Mid-Market



#### What Are Recent G2 Reviews of OverOps?

**"[Great source for finding run-time defects](https://www.g2.com/survey_responses/overops-review-8764213)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Health, Wellness and Fitness*

[Read full review](https://www.g2.com/survey_responses/overops-review-8764213)

---

**"[Automate Processes To Make Application Development Easy With OverOps](https://www.g2.com/survey_responses/overops-review-8648228)"**

**Rating:** 4.5/5.0 stars
*— Rajni S.*

[Read full review](https://www.g2.com/survey_responses/overops-review-8648228)

---


#### What Are G2 Users Discussing About OverOps?

- [How do you use Overops?](https://www.g2.com/discussions/how-do-you-use-overops)
- [What is the use of Overops?](https://www.g2.com/discussions/what-is-the-use-of-overops)
- [How much does OverOps cost?](https://www.g2.com/discussions/how-much-does-overops-cost)
- [What does OverOps do?](https://www.g2.com/discussions/what-does-overops-do)


## What Is Static Code Analysis Tools?

[DevSecOps Software](https://www.g2.com/categories/devsecops)

## What Software Categories Are Similar to Static Code Analysis Tools?

- [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast)
- [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis)
- [Secure Code Review Software](https://www.g2.com/categories/secure-code-review)


---

## How Do You Choose the Right Static Code Analysis Tools?

### What You Should Know About Static Code Analysis Software

### What is Static Code Analysis Software?

Static code analysis is a debugging and quality assurance method that inspects a computer program’s code without executing the program. Static code analysis software scans code to identify security vulnerabilities, catch bugs, and ensure the code adheres to industry standards. These tools help software developers automate the core aspects of program comprehension. Rather than manually combing through lines of code with visual inspection alone, developers and programmers can rely on static code analysis software’s automatic scans and alerts to gain deeper insight into their code. This automation decreases software developers overall workload and frees up resources by streamlining the debugging and quality assurance process.

Static code analysis software serves as an automated standardization check in many different development environments. A common concern among development teams is code readability—if developer A writes a chunk of code which is passed to developer B, that code must be comprehensible and easy to digest. Constantly checking code against the industry standard or even custom best practices, static code analysis software helps software developers keep their code consistent to improve team collaboration.

Ideally, static code analysis software does more than save developers time, it greatly enhances the quality of their debugging processes. Manual code inspection is both time-consuming and subject to human error. Oftentimes, developers don’t find bugs until they manifest themselves post-deployment. Static code analysis software helps find and alert developers to the existence of bugs months before they can manifest in a deployed application. Static code analysis software ensures cleaner, higher-quality releases by minimizing bugs and errors, enhancing cybersecurity, and promoting coding best practices.

Key Benefits of Static Code Analysis Software

- Fewer undetected bugs upon deployment
- Save software developers time and resources
- Minimize human error
- Facilitate best industry or custom practices
- Promote DevOps security by ensuring more secure applications

### Why Use Static Code Analysis Software?

**Reduced workload —** Since static code analysis software runs automated scans, developers are free to spend more time working on new code and less time combing through existing code. Static code analysis automatically hunts down and alerts users to bad code. This means that software developers don’t have to spend time and resources manually combing through lines and lines of code.

**Thorough debugging —** Software developers are all too familiar with bugs that don’t show themselves known until months, or even years after an application’s release. Often, finding bugs via manual code inspection relies on running the code and hoping an error reveals itself during quality assurance testing. However, with static code analysis software, developers can find and resolve bugs that would otherwise have been hidden in the code allowing for cleaner deployments and less issues down the line.

**Standardized best practices —** Beyond debugging, static code analysis software checks code against industry standard benchmarks for best practices. This standardized regulation keeps teams on the same page by ensuring that everyone’s code is clear and optimized. Additionally, some software allows users to customize best practices to fit the specifications of their company or department.

**Better security —** Static code analysis software is often capable of finding and alerting developers of security vulnerabilities in their code. Developers can prioritize cybersecurity thanks to static code analysis.

### What are the Common Features of Static Code Analysis Software?

**Integrated development environment (IDE) integration —** Most static code analysis software integrates with developers’ IDEs to provide a seamless solution within a pre-existing development environment. This integration means developers can continuously scan their code without interrupting their workflow.

**Timely alerts —** Because static code analysis software can scan code for bugs and vulnerabilities in a matter of seconds, developers receive timely alerts that help them enhance work efficiency. These timely alerts also help users react appropriately to bugs early on, saving them time and stress later.

**Recommendations —** Beyond alerting developers to code issues, static code analysis software generates actionable recommendations based on different errors or vulnerabilities that are detected. These suggestions give developer a starting point to resolve various problems, which saves time and mental energy.

Static Code Analysis Tools for Programming Languages and Features: [C#](https://www.g2.com/categories/static-code-analysis/f/c), [C/C++](https://www.g2.com/categories/static-code-analysis/f/c-c), [Java](https://www.g2.com/categories/static-code-analysis/f/java), [.NET](https://www.g2.com/categories/static-code-analysis/f/net), [PHP](https://www.g2.com/categories/static-code-analysis/f/php), [Python](https://www.g2.com/categories/static-code-analysis/f/python), [Ruby](https://www.g2.com/categories/static-code-analysis/f/ruby), [Salesforce](https://www.g2.com/categories/static-code-analysis/f/salesforce)

### Trends Related to Static Code Analysis Software

**DevOps —** DevOps refers to the marriage of development and IT operations management to make unified software development pipelines. Teams have implemented DevOps best practices to build, test, and release software. Static code analysis software’s seamless integration with IDE’s means it fits right in with any DevOps cycle.

**Cybersecurity —** Calls for standardized cybersecurity best practices as part of DevOps philosophy, often referred to as DevSecOps, have shifted the onus of responsibility for secure applications onto developers. Static code analysis software’s vulnerability detection functionality plays a necessary role in establishing secure DevOps practices.

### Software and Services Related to Static Code Analysis Software

[**Vulnerability scanner software**](https://www.g2.com/categories/vulnerability-scanner) **—** Vulnerability scanners constantly monitor applications and networks to identify security vulnerabilities. While static code analysis software often has the functionality to find vulnerabilities at the code level, vulnerability scanners are usually more robust. These tools scan full applications and networks then test them against known vulnerabilities. All of these functions help enhance cybersecurity.

[**Dynamic application security testing (DAST) software**](https://www.g2.com/categories/dynamic-application-security-testing-dast) **—** Dynamic application security testing (DAST) tools automate security tests for a variety of real-world threats. These tools run applications against simulated attacks and other cybersecurity scenarios using black-box testing, or testing performed outside of an application, as opposed to in-app solutions like static code analysis.

[**Software composition analysis (SCA) software**](https://www.g2.com/categories/software-composition-analysis) **—** Software composition analysis (SCA) software enables users to manage open-source and third-party components of their applications. SCA software scans an application’s components to verify licensing and compliance, assess vulnerabilities, and check for version updates. These tools serve as an essential component for any secure DevOps repertoire in addition to static code analysis software and other cybersecurity solutions.




