Best Static Code Analysis Tools - Page 4

How Many Static Code Analysis Tools Products Does G2 Track?

Total Products under this Category: 134

Category Stats (Sep 2026)

  • Average Rating: 4.38/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: TASKING Test & Verification Tools (+10.99%) - Among all products in this category, TASKING Test & Verification Tools recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Static Code Analysis Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,200+ Authentic Reviews
  • 134+ 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.

G2 Grid® for Static Code Analysis Tools

G2 Grid® for Static Code Analysis Tools plotting products by satisfaction and market presence

Highlighted products: SonarQube, Gearset DevOps, Checkmarx, Semgrep, SoftSpell, Black Duck Polaris Platform, CAST Imaging, and ReSharper C++.

Underlying data: [Grid® JSON](https://www.g2.com/categories/static-code-analysis/grids.json?focus%5B%5D=sonarqube&focus%5B%5D=gearset-devops&focus%5B%5D=checkmarx&focus%5B%5D=semgrep&focus%5B%5D=softspell&focus%5B%5D=black-duck-polaris-platform&focus%5B%5D=cast-imaging&focus%5B%5D=resharper-c)

JetBrains Qodana

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: 8.8/10)
  • What is your organization'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
  • Year Founded: 2000
  • HQ Location: Prague
  • Twitter: @jetbrains
    213,126 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,019 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of JetBrains Qodana?

Parasoft C/C++Test

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: 8.8/10)

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

  • Seller: Parasoft
  • Year Founded: 1987
  • HQ Location: Monrovia, CA
  • Twitter: @Parasoft
    2,602 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    295 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 58% Large, 33% Medium

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

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

Hubbl Diagnostics

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: 8.8/10)
  • What is your organization'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
  • Year Founded: 2022
  • HQ Location: Vancouver
  • Twitter: @HubblTech
    5 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Consulting, Non-Profit Organization Management
  • Company Size: 56% Medium, 22% Large

What Do G2 Reviewers Say About Hubbl Diagnostics?

AI-generated summary from verified user reviews

Pros
  • Users find Hubbl Diagnostics to be incredibly easy to use, streamlining the analysis of Salesforce orgs effectively.
  • Users appreciate the data accuracy of Hubbl Diagnostics, aiding in effective analysis and tech debt reduction.
  • Users appreciate Hubbl Diagnostics for its efficiency in diagnosing issues and enhancing development effortlessly.
  • Users appreciate the in-depth issue identification of Hubbl Diagnostics, saving time in diagnosing Salesforce ecosystem problems.
  • Users appreciate the seamless integration with Salesforce, which saves time and enhances diagnostic capabilities across multiple orgs.
Cons
  • Users wish that exports would provide more detailed information and be as digestible as the online interface.
  • Users experience occasional bugs on the platform, which can disrupt their overall usage and satisfaction.
  • Users experience occasional software bugs on Hubbl Diagnostics, impacting the overall user experience.

What Are Recent G2 Reviews of Hubbl Diagnostics?

codebeat

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: 8.8/10)

Who Is the Company Behind codebeat?

  • Seller: codequest
  • Year Founded: 2014
  • HQ Location: Warsaw, PL
  • Twitter: @codebeatapp
    244 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 33% Medium

What Are Recent G2 Reviews of codebeat?

DryRun Security

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 "Are we exposed to this new vulnerability" 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: 8.8/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind DryRun Security?

Who Uses This Product?

  • Top Industries: Computer & Network Security
  • Company Size: 40% Small, 30% Medium

What Do G2 Reviewers Say About DryRun Security?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the context-aware security feedback from DryRun Security, enabling efficient vulnerability mitigation in real-time.
  • Users appreciate the quick and context-aware vulnerability detection of DryRun Security, enhancing code security during development.
  • Users commend DryRun Security for its seamless integration and effective detections, enhancing code security and development efficiency.
  • Users appreciate the accuracy of DryRun Security, effectively identifying vulnerabilities in AI-generated code and traditional applications.
  • Users commend the easy setup of DryRun Security, providing seamless integration and efficient workflow for code scanning.
Cons
  • Users experience slow performance in the management portal, affecting usability and efficiency with linked repositories.
  • Users find the slow speed of the management portal frustrating, though improvements to the UI have been noted.
  • Users note a need for improved UX investment in DryRun Security to enhance the developer experience and engagement.
  • Users desire more customization options for tuning analyzers, indicating limited flexibility in current features.
  • Users feel that greater focus on workflow issues could enhance DryRun Security's adoption among developers.

What Are Recent G2 Reviews of DryRun Security?

OverOps

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: 8.8/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind OverOps?

  • Seller: Overops
  • Year Founded: 2011
  • HQ Location: San Francisco, CA
  • Twitter: @OverOps
    7 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 67% Small, 25% Medium

What Are Recent G2 Reviews of OverOps?

What Are G2 Users Discussing About OverOps?

Understand

Understand is a customizable integrated development environment (IDE) that enables static code analysis through an array of visuals, documentation, and metric tools. It was built to help software developers comprehend, maintain, and document their source code. It enables code comprehension by providing flow charts of relationships and building a dictionary of variables and procedures from a provided source code. In addition to functioning as an integrated development environment, Understand provides tools for metrics and reports, standards testing, documentation, searching, graphing, and code knowledge. It is capable of analyzing projects with millions of lines of code and works with code bases written in multiple languages. Understand supports projects written in Ada, Cobol, Ansi C, K&R C, Ansi C++, C#, FORTRAN, Java, Jovial, Pascal, PL/M, Python, VHDL, Objective C, Objective C++, HTML, PHP, JavaScript, and XML.

Average Rating: 4.2/5.0

Total Reviews: 5

How Do G2 Users Rate Understand?

  • 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: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind Understand?

Who Uses This Product?

  • Company Size: 60% Large, 20% Medium

What Are Recent G2 Reviews of Understand?

What Are G2 Users Discussing About Understand?

ClearSQL

Improve quality with over 180 rules, detect code smells and bugs, visualize logic. Put improvements on autopilot within a CI-workflow.

Average Rating: 4.5/5.0

Total Reviews: 4

How Do G2 Users Rate ClearSQL?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Ease of Admin: 7.5/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 10/10 (Category avg: 10/10)

Who Is the Company Behind ClearSQL?

Who Uses This Product?

  • Company Size: 60% Medium, 40% Large

What Are Recent G2 Reviews of ClearSQL?

Codeant AI Code Reviewer

CodeAnt AI reviews every pull request with the whole codebase and business logic behind it, not just the diff. It learns what your team accepts, rejects and argues about. Zero false positives, 70% fix acceptance, 80% less review time.

Average Rating: 4.7/5.0

Total Reviews: 7

How Do G2 Users Rate Codeant AI Code Reviewer?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.7/10)
  • Ease of Admin: 9.2/10 (Category avg: 8.5/10)
  • Ease of Use: 9.7/10 (Category avg: 8.8/10)
  • What is your organization's estimated ROI on the product (payback period in months)?: 5.0/10 (Category avg: 10/10)

Who Is the Company Behind Codeant AI Code Reviewer?

  • Seller: CodeAnt AI
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 57% Small, 43% Medium

What Do G2 Reviewers Say About Codeant AI Code Reviewer?

AI-generated summary from verified user reviews

Pros
  • Users value the exceptional code quality from Codeant AI Code Reviewer, benefiting from smart suggestions and custom rules.
  • Users appreciate the comprehensive all-in-one features of Codeant AI Code Reviewer, simplifying code reviews and security analysis.
  • Users appreciate the comprehensive coverage of Codeant AI Code Reviewer, simplifying code review and security processes.
  • Users value the custom rules feature for its tailored context and enhanced code review efficiency.
  • Users value the ease of use of Codeant AI Code Reviewer, appreciating its simple interface for comprehensive reviews.
Cons
  • Users find the difficult learning curve with Codeant AI Code Reviewer due to cautious suggestions and slow onboarding.
  • Users find the false positives from Codeant AI Code Reviewer often overly cautious, requiring manual adjustments during onboarding.
  • Users find the improvement needed as suggestions can be overly cautious and onboarding requires significant time.
  • Users find the inefficient notifications sometimes overly cautious and require manual adjustments, complicating the onboarding process.
  • Users find the lack of guidance frustrating, as suggestions may be overly cautious and require manual adjustments.

What Are Recent G2 Reviews of Codeant AI Code Reviewer?

Cppcheck

Cppcheck is a static analysis tool for C/C++ code. Unlike C/C++ compilers and many other analysis tools it does not detect syntax errors in the code. Cppcheck primarily detects the types of bugs that the compilers normally do not detect. The goal is to detect only real errors in the code (i.e. have zero false positives).

Average Rating: 4.6/5.0

Total Reviews: 4

How Do G2 Users Rate Cppcheck?

  • Ease of Use: 9.4/10 (Category avg: 8.8/10)

Who Is the Company Behind Cppcheck?

  • Seller: sourceforge
  • Year Founded: 1999
  • HQ Location: San Diego, CA
  • Twitter: @sourceforge
    46,720 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Cppcheck?

NDepend

Measure quality with metrics, see design with diagrams and enforce decisions with code rules, right into Visual Studio.

Average Rating: 4.6/5.0

Total Reviews: 4

How Do G2 Users Rate NDepend?

  • 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: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind NDepend?

  • Seller: NDepend
  • Year Founded: 2004
  • HQ Location: N/A
  • Twitter: @ndepend
    1,086 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of NDepend?

What Are G2 Users Discussing About NDepend?

Coach

Coach is a revolutionary code quality and developer enablement tool, designed to ensure that no automation fails in production. Testing is often the moment when problems with automation code become apparent. By enabling developers to identify quality issues as early as possible, Coach avoids the need for further code iterations, ensuring high standards are maintained and projects adhere strictly to timescales. A simple drag and drop interface means developers of all abilities can use Coach. It highlights potential problems, errors or areas where the code does not meet the organization’s standards. Drawing on the Roboyo Knowledge Base, Coach provides best practice approaches to fixing problems, including immediate warnings and insights. By re-engineering quality assurance as an interactive and configurable tool, Coach allows Release Managers to make accurate approvals without technical experience and developers to learn in real-time. This ensures delivery of high-quality automation programs while accelerating the skills development of your program team and the automation learning curve of your enterprise. https://roboyo.global/platform/coach/

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Coach?

  • Ease of Use: 9.4/10 (Category avg: 8.8/10)

Who Is the Company Behind Coach?

  • Seller: Roboyo
  • Year Founded: 2015
  • HQ Location: London, England, United Kingdom
  • Twitter: @Roboyo_tweets
    1,385 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    555 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Coach?

Codefactor

CodeFactor.io is an automated code review tool for GitHub.

Average Rating: 3.8/5.0

Total Reviews: 3

How Do G2 Users Rate Codefactor?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.7/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Codefactor?

  • Seller: Codefactor
  • HQ Location: Los Angeles, US
  • Twitter: @CodeFactor_io
    374 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium

What Are Recent G2 Reviews of Codefactor?

Plato

JavaScript Source Analysis

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate Plato?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Plato?

  • Seller: FreeCAD
  • Year Founded: 2021
  • HQ Location: Brussels
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Plato?

ProGuard

The industry-leading Java optimizer for Android apps. Use ProGuard to shrink any Java or Kotlin app, whether on mobile, embedded, or on desktop. ProGuard makes apps up to 90 percent smaller and 20 percent faster, all while providing basic defense against static reverse engineering with code obfuscation. Proguard open source community consists of engaged developers across the globe and the Guardsquare team, dedicated to keeping the community active and thriving.

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate ProGuard?

  • Ease of Use: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind ProGuard?

  • Seller: GuardSquare NV
  • Year Founded: 2014
  • HQ Location: Leuven, Belgium
  • Twitter: @GuardSquare
    4,049 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    183 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of ProGuard?

What Are G2 Users Discussing About ProGuard?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated October 3, 2024