# Best Software Composition Analysis Tools *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)* Software composition analysis (SCA) tools enables users to analyze and manage the open-source elements of their applications. Companies and developers use SCA tools to verify licensing and assess vulnerabilities associated with each of their applications’ open-source components. More robust than [vulnerability scanner software](https://www.g2.com/categories/vulnerability-scanner), SCA tools automatically scan all open-source components to check for policy and license compliance, security risks, and version updates. SCA software also provides insights for remedying identified vulnerabilities, usually within the reports generated after a scan. Companies and developers often use SCA tools in conjunction with [static code analysis software](https://www.g2.com/categories/static-code-analysis), which scans the code behind their applications as opposed to the open-source components. To qualify for inclusion within the Software Composition Analysis (SCA) category, a product must: - Automatically track and analyze an application’s open source-components - Identify component vulnerabilities, licensing and compliance issues, and version updates - Provide insight into vulnerability remediation ## Top Software Composition Analysis Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Wiz](https://www.g2.com/products/wiz-wiz/reviews) | 4.7/5.0 (822 reviews) | Agentless code-to-cloud SCA with contextual risk prioritization | "[Excellent Cloud Risk Visibility and Fast Insights with Wiz](https://www.g2.com/survey_responses/wiz-review-12964571)" | | 2 | [GitHub](https://www.g2.com/products/github/reviews) | 4.7/5.0 (2,315 reviews) | Dependency vulnerability tracking with CI/CD-integrated code review | "[Intuitive, Seamless GitHub Experience That Boosts Collaboration and Efficiency](https://www.g2.com/survey_responses/github-review-13064316)" | | 3 | [Aikido Security](https://www.g2.com/products/aikido-security/reviews) | 4.6/5.0 (228 reviews) | Reachability-filtered dependency scanning with low-noise triage | "[Enterprise Security Without an Enterprise Security Team](https://www.g2.com/survey_responses/aikido-security-review-13108704)" | | 4 | [Snyk](https://www.g2.com/products/snyk/reviews) | 4.5/5.0 (135 reviews) | Developer-native SCA with IDE-embedded remediation | "[Seamless Dev-First Security with Fast Scans and Actionable Fixes](https://www.g2.com/survey_responses/snyk-review-12676270)" | | 5 | [GitLab](https://www.g2.com/products/gitlab/reviews) | 4.5/5.0 (881 reviews) | Pipeline-embedded dependency and vulnerability scanning | "[GitLab’s All-in-One DevOps Platform with CI/CD and Security Scanning](https://www.g2.com/survey_responses/gitlab-review-12864830)" | | 6 | [Semgrep](https://www.g2.com/products/semgrep/reviews) | 4.6/5.0 (56 reviews) | Reachability-filtered SCA inside CI/CD pipelines | "[Streamlined Code Security with Semgrep](https://www.g2.com/survey_responses/semgrep-review-11971635)" | | 7 | [Cortex Cloud](https://www.g2.com/products/cortex-cloud/reviews) | 4.1/5.0 (123 reviews) | Multi-cloud vulnerability detection with automated remediation | "[Cortex Cloud earned it's place before every release.](https://www.g2.com/survey_responses/cortex-cloud-review-13089470)" | | 8 | [Mend.io](https://www.g2.com/products/mend-io/reviews) | 4.3/5.0 (109 reviews) | — | "[Great Tool for Managing 3rd party libraries](https://www.g2.com/survey_responses/mend-io-review-6728890)" | | 9 | [JFrog](https://www.g2.com/products/jfrog-2024-03-28/reviews) | 4.2/5.0 (146 reviews) | Artifact-native SCA with supply chain traceability | "[JFrog Simplifies Artifact Management for Organized, Reliable Deployments](https://www.g2.com/survey_responses/jfrog-review-12870354)" | | 10 | [OX Security](https://www.g2.com/products/ox-security/reviews) | 4.8/5.0 (51 reviews) | Consolidated open-source risk with SDLC-wide prioritization | "[A powerful and comprehensive tool that meets most best practices for web app security testing](https://www.g2.com/survey_responses/ox-security-review-10961361)" | ## G2 Grid® for Software Composition Analysis Tools ![G2 Grid® for Software Composition Analysis Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/software-composition-analysis/grids.png?focus%5B%5D=146504&focus%5B%5D=1392&focus%5B%5D=1259627&focus%5B%5D=36094&focus%5B%5D=19003&focus%5B%5D=1225549&focus%5B%5D=20461&focus%5B%5D=14032) Highlighted products: Wiz, GitHub, Aikido Security, Snyk, GitLab, Semgrep, Cortex Cloud, and Mend.io. Underlying data: [Grid® JSON](https://www.g2.com/categories/software-composition-analysis/grids.json?focus%5B%5D=wiz-wiz&focus%5B%5D=github&focus%5B%5D=aikido-security&focus%5B%5D=snyk&focus%5B%5D=gitlab&focus%5B%5D=semgrep&focus%5B%5D=cortex-cloud&focus%5B%5D=mend-io) ## How Many Software Composition Analysis Tools Products Does G2 Track? **Total Products under this Category:** 75 ### Category Stats (Jul 2026) - **Average Rating**: 4.48/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Finite State (+1.95%) - Among all products in this category, Finite State recorded the largest rating increase compared to last month *Last updated: July 20, 2026* ## How Does G2 Rank Software Composition Analysis Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,300+ Authentic Reviews - 75+ 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 Software Composition Analysis Tools Is Best for Your Use Case? - **Leader:** [Wiz](https://www.g2.com/products/wiz-wiz/reviews) - **Highest Performer:** [SOOS](https://www.g2.com/products/soos/reviews) - **Easiest to Use:** [Aikido Security](https://www.g2.com/products/aikido-security/reviews) - **Top Trending:** [Aikido Security](https://www.g2.com/products/aikido-security/reviews) - **Best Free Software:** [GitLab](https://www.g2.com/products/gitlab/reviews) --- **Sponsored** ### Endor Labs Endor Labs turns application security into a competitive advantage. At the core is AURI, the security harness for agentic development. It helps coding agents write secure code by default, automates PR security reviews, and gives agents deterministic context to fix what matters fast. At the core is our patented code context graph: a continuously updated model of application behavior across code, dependencies, secrets, and containers. The result: 83% fewer blocked PRs, 10x fewer security tickets, and 6x faster remediation at Atlassian, Cursor, Rubrik, and Snowflake. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=2041&secure%5Bchosen_at%5D=2026-07-21T04%3A40%3A51Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1317430&secure%5Bresource_id%5D=2041&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsoftware-composition-analysis%3Fopen_modal_url%3D%252Fproducts%252Fguardrails-guardrails%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fsoftware-composition-analysis%2526source%253Dcategory&secure%5Btoken%5D=c240a4e3ae8494e6a3cf1f656f6468af3aa1a3c609950dfe0ffb8d0fa038690b&secure%5Burl%5D=https%3A%2F%2Fwww.endorlabs.com%2Fplatform&secure%5Burl_type%5D=paid_promos) --- ## What Are the Top-Rated Software Composition Analysis Tools Products in 2026? ### 1. [Wiz](https://www.g2.com/products/wiz-wiz/reviews) Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model. With Wiz, organizations can democratize security across the development lifecycle, empowering them to build fast and securely. Its Cloud Native Application Protection Platform (CNAPP) consolidates CSPM, KSPM, CWPP, Vulnerability management, IaC scanning, CIEM, DSPM into a single platform. Wiz drives visibility, risk prioritization, and business agility. Protecting Your Cloud Environments Requires a Unified, Cloud Native Platform. Wiz connects to every cloud environment, scans every layer, and covers every aspect of your cloud security - including elements that normally require installing agents. Its comprehensive approach has all of these cloud security solutions built in. Hundreds of organizations worldwide, including 50 percent of the Fortune 100, to rapidly identify and remove critical risks in cloud environments. Its customers include Salesforce, Slack, Mars, BMW, Avery Dennison, Priceline, Cushman & Wakefield, DocuSign, Plaid, and Agoda, among others. Wiz is backed by Sequoia, Index Ventures, Insight Partners, Salesforce, Blackstone, Advent, Greenoaks, Lightspeed and Aglaé. Visit https://www.wiz.io for more information. **Average Rating:** 4.7/5.0 **Total Reviews:** 822 **How Do G2 Users Rate Wiz?** - **Quality of Support:** 9.2/10 (Category avg: 9.0/10) - **Language Support:** 8.8/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.2/10 (Category avg: 8.7/10) - **Integration:** 9.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Wiz?** - **Seller:** [Wiz](https://www.g2.com/sellers/wiz-76a0133b-42e5-454e-b5da-860e503471db) - **Company Website:** https://www.wiz.io/ - **Year Founded:** 2020 - **HQ Location:** New York, US - **Twitter:** @wiz_io (24,733 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/wizsecurity/ (3,383 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CISO, Security Engineer - **Top Industries:** Financial Services, Computer Software - **Company Size:** 54% Enterprise, 39% Mid-Market #### What Are Wiz's Pros and Cons? **Pros:** - Features (110 reviews) - Security (107 reviews) - Ease of Use (103 reviews) - Visibility (86 reviews) - Easy Setup (67 reviews) **Cons:** - Learning Curve (34 reviews) - Feature Limitations (33 reviews) - Improvement Needed (33 reviews) - Improvements Needed (28 reviews) - Complexity (27 reviews) ### What Do G2 Reviewers Say About Wiz? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **capable APIs and user-friendly UI** , providing valuable insights and continuous improvements in security features. - Users value the **unmatched security features** of Wiz, providing comprehensive visibility and proactive threat management capabilities. - Users find Wiz's product suite **extremely easy to use** , benefiting from seamless integration and a user-friendly interface. - Users appreciate the **visibility** Wiz offers, enhancing security posture and prioritizing critical vulnerabilities effectively. - Users praise the **easy setup** of Wiz, enabling quick deployment and seamless integration across modules for enhanced security. **Cons:** - Users experience a **steep learning curve** with Wiz, making it challenging for newcomers to fully utilize the platform. - Users find the **feature limitations** of Wiz, such as complex reporting and management, hinder user-friendliness and efficiency. - Users highlight the need for **improvement in performance and reporting capabilities** to enhance overall usability of Wiz. - Users note several **improvements needed** , particularly in dashboard reporting and the complexity of the pricing model. - Users find the **complexity of the interface** overwhelming initially, requiring time to adapt and learn effectively. #### What Are Recent G2 Reviews of Wiz? **"[Wiz Delivers Clear Visibility Into Cloud Risks That Truly Matter](https://www.g2.com/survey_responses/wiz-review-12960477)"** **Rating:** 4.5/5.0 stars *— Jason I.* [Read full review](https://www.g2.com/survey_responses/wiz-review-12960477) --- **"[Excellent Cloud Risk Visibility and Fast Insights with Wiz](https://www.g2.com/survey_responses/wiz-review-12964571)"** **Rating:** 4.5/5.0 stars *— Ruben F.* [Read full review](https://www.g2.com/survey_responses/wiz-review-12964571) --- ### 2. [GitHub](https://www.g2.com/products/github/reviews) GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share, and contribute software. Developers at startups to Fortune 50 companies use GitHub, every step of the way. **Average Rating:** 4.7/5.0 **Total Reviews:** 2,315 **How Do G2 Users Rate GitHub?** - **Quality of Support:** 8.7/10 (Category avg: 9.0/10) - **Language Support:** 8.8/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.0/10 (Category avg: 8.7/10) - **Integration:** 9.0/10 (Category avg: 8.8/10) **Who Is the Company Behind GitHub?** - **Seller:** [GitHub](https://www.g2.com/sellers/github) - **Year Founded:** 2008 - **HQ Location:** San Francisco, CA - **Twitter:** @github (2,673,925 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1418841/ (6,106 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Small-Business, 31% Mid-Market #### What Are GitHub's Pros and Cons? **Pros:** - Features (124 reviews) - Ease of Use (102 reviews) - Team Collaboration (102 reviews) - Collaboration (97 reviews) - Version Control (97 reviews) **Cons:** - Complexity (45 reviews) - Learning Curve (42 reviews) - Learning Difficulty (41 reviews) - Difficulty for Beginners (40 reviews) - Steep Learning Curve (34 reviews) ### What Do G2 Reviewers Say About GitHub? *AI-generated summary from verified user reviews* **Pros:** - Users value **exceptional collaboration and version control** features, making GitHub essential for code tracking and development. - Users value the **ease of use** that GitHub offers, enhancing collaboration and version control effortlessly. - Users value the **seamless team collaboration** on GitHub, enhancing project transparency and workflow automation effectively. - Users value the **seamless collaboration** GitHub offers, enabling efficient teamwork and project transparency for developers. - Users value the **seamless version control** in GitHub, enhancing collaboration and simplifying code management throughout projects. **Cons:** - Users find the **learning curve and complexity** of advanced features like GitHub Actions challenging for newcomers. - Users find the **learning curve steep** , facing challenges with complexity and configuration in GitHub Actions. - Users find the **learning difficulty** of GitHub challenging, especially for beginners unfamiliar with Git workflows. - Users find the **complexity for beginners** challenging, especially with CI/CD workflows and permission management in GitHub. - Users find the **steep learning curve** of GitHub challenging, especially when configuring workflows and managing permissions. #### What Are Recent G2 Reviews of GitHub? **"[Intuitive, Seamless GitHub Experience That Boosts Collaboration and Efficiency](https://www.g2.com/survey_responses/github-review-13064316)"** **Rating:** 5.0/5.0 stars *— Vivek B.* [Read full review](https://www.g2.com/survey_responses/github-review-13064316) --- **"[GitHub Makes Team Collaboration, Automation, and Code Backup Effortless](https://www.g2.com/survey_responses/github-review-13038712)"** **Rating:** 5.0/5.0 stars *— Maureen M.* [Read full review](https://www.g2.com/survey_responses/github-review-13038712) --- #### What Are G2 Users Discussing About GitHub? - [How is GitHub shaping the landscape of collaborative software development and version control?](https://www.g2.com/discussions/how-is-github-shaping-the-landscape-of-collaborative-software-development-and-version-control) - 4 comments - [What is GitHub used for?](https://www.g2.com/discussions/what-is-github-used-for) - 8 comments, 5 upvotes - [What does GitHub mean?](https://www.g2.com/discussions/what-does-github-mean) - 2 comments - [Is GitHub a CASE tool?](https://www.g2.com/discussions/is-github-a-case-tool) - [What can GitHub be used for?](https://www.g2.com/discussions/what-can-github-be-used-for) - 5 comments ### 3. [Aikido Security](https://www.g2.com/products/aikido-security/reviews) Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class products. Built by developers for developers, Aikido helps teams of any size ship secure software faster, automate protection, and simulate real-world attacks with AI-driven precision. The platform’s proprietary AI cuts noise by 95%, delivers one-click fixes, and saves developers 10+ hours per week. Aikido Intel proactively uncovers vulnerabilities in open source packages before disclosure, helping secure more than 50,000 organizations worldwide, including Revolut, Niantic, Visma, Montblanc, and GoCardless. **Average Rating:** 4.6/5.0 **Total Reviews:** 228 **How Do G2 Users Rate Aikido Security?** - **Quality of Support:** 9.3/10 (Category avg: 9.0/10) - **Language Support:** 9.0/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.0/10 (Category avg: 8.7/10) - **Integration:** 9.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Aikido Security?** - **Seller:** [Aikido Security](https://www.g2.com/sellers/aikido-security) - **Company Website:** https://aikido.dev - **Year Founded:** 2022 - **HQ Location:** Ghent, Belgium - **Twitter:** @AikidoSecurity (11,770 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/aikido-security/ (241 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 79% Small-Business, 13% Mid-Market #### What Are Aikido Security's Pros and Cons? **Pros:** - Ease of Use (78 reviews) - Security (55 reviews) - Features (52 reviews) - Easy Integrations (47 reviews) - Easy Setup (47 reviews) **Cons:** - Missing Features (19 reviews) - Expensive (17 reviews) - Limited Features (16 reviews) - Pricing Issues (15 reviews) - Lacking Features (14 reviews) ### What Do G2 Reviewers Say About Aikido Security? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Aikido Security, benefiting from its clear, actionable insights and seamless integration. - Users praise Aikido Security for its **fast and user-friendly identification of security issues** in codebases, enhancing development practices. - Users appreciate the **robust features of Aikido Security** , valuing its usability and effectiveness in enhancing security workflows. - Users value the **easy integrations** with GitLab, allowing for quick start and effective tracking of security issues. - Users commend the **easy setup** of Aikido Security, simplifying integration and enhancing their security workflow significantly. **Cons:** - Users note the **missing features** in Aikido Security, wishing for more integration and advanced configuration options. - Users find the **pricing excessive** , particularly for startups, despite acknowledging the product's value. - Users find Aikido Security has **limited features** , particularly in advanced customization and reporting for complex environments. - Users find the **entry-level pricing** of Aikido Security too high for startups, limiting adoption and experimentation. - Users are frustrated by the **lack of features** , especially with local scanning and branch handling limitations. #### What Are Recent G2 Reviews of Aikido Security? **"[Seamless GitHub Integration with Solid Security Findings and Smart False-Positive Analysis](https://www.g2.com/survey_responses/aikido-security-review-13109689)"** **Rating:** 4.5/5.0 stars *— Jordan B.* [Read full review](https://www.g2.com/survey_responses/aikido-security-review-13109689) --- **"[Enterprise Security Without an Enterprise Security Team](https://www.g2.com/survey_responses/aikido-security-review-13108704)"** **Rating:** 4.0/5.0 stars *— Ian M.* [Read full review](https://www.g2.com/survey_responses/aikido-security-review-13108704) --- ### 4. [Snyk](https://www.g2.com/products/snyk/reviews) Snyk (pronounced sneak) is a developer security platform for securing custom code, open source dependencies, containers, and cloud infrastructure all from a single platform. Snyk’s developer security solutions enable modern applications to be built securely, empowering developers to own and build security for the whole application, from code & open source to containers & cloud infrastructure. Secure while you code in your IDE: find issues quickly using the scanner, fix issues easily with remediation advice, verify the updated code. Integrate your source code repositories to secure applications: integrate a repository to find issues, prioritize with context, fix & merge. Secure your containers as you build, throughout the SDLC: start fixing containers as soon as your write a Dockerfile, continuously monitor container images throughout their lifecycle, and prioritize with context. Secure build and deployment pipelines: Integrate natively with your CI/CD tool, configure your rules, find & fix issues in your application, and monitor your applications. Secure your apps quickly with Snyk’s vulnerability scanning and automated fixes - Try for Free! **Average Rating:** 4.5/5.0 **Total Reviews:** 135 **How Do G2 Users Rate Snyk?** - **Quality of Support:** 8.6/10 (Category avg: 9.0/10) - **Language Support:** 8.1/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.7/10 (Category avg: 8.7/10) - **Integration:** 8.8/10 (Category avg: 8.8/10) **Who Is the Company Behind Snyk?** - **Seller:** [Snyk](https://www.g2.com/sellers/snyk) - **HQ Location:** Boston, Massachusetts - **Twitter:** @snyksec (21,057 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10043614/ (1,370 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Mid-Market, 35% Small-Business #### What Are Snyk's Pros and Cons? **Pros:** - Vulnerability Detection (3 reviews) - Vulnerability Identification (3 reviews) - Easy Integrations (2 reviews) - Easy Setup (2 reviews) - Features (2 reviews) **Cons:** - False Positives (2 reviews) - Poor Interface Design (2 reviews) - Pricing Issues (2 reviews) - Scanning Issues (2 reviews) - Software Bugs (2 reviews) ### What Do G2 Reviewers Say About Snyk? *AI-generated summary from verified user reviews* **Pros:** - Users value Snyk's **rapid vulnerability detection** , enabling efficient identification and remediation in development environments. - Users appreciate Snyk's **rapid vulnerability identification** , enhancing security through quick updates and effective integration. - Users value the **easy integrations** of Snyk, enhancing workflow efficiency in CI/CD pipelines and GitHub. - Users appreciate the **easy setup** of Snyk, enabling seamless integration with GitHub and efficient codebase scanning. - Users commend Snyk for its **intuitive GUI and customizable organization structure** , enhancing vulnerability management and reporting efficiency. **Cons:** - Users experience **false positives** from Snyk, leading to confusion and slowing down the scanning process. - Users feel the **poor interface design** of Snyk hinders usability, especially with the separate DAST interface. - Users face **pricing issues** with Snyk, as the cost can be high for accessing all features. - Users often face **scanning issues** such as false positives and slow scans, affecting overall efficiency and workflow. - Users report **false positives** and slow scans in Snyk, affecting efficiency and integration with other tools. #### What Are Recent G2 Reviews of Snyk? **"[Seamless Dev-First Security with Fast Scans and Actionable Fixes](https://www.g2.com/survey_responses/snyk-review-12676270)"** **Rating:** 4.5/5.0 stars *— Prateek J.* [Read full review](https://www.g2.com/survey_responses/snyk-review-12676270) --- **"[Developer-Friendly Security with Clear, Automated Fixes](https://www.g2.com/survey_responses/snyk-review-12974957)"** **Rating:** 4.5/5.0 stars *— Hemanth K.* [Read full review](https://www.g2.com/survey_responses/snyk-review-12974957) --- #### What Are G2 Users Discussing About Snyk? - [What is Snyk scanning?](https://www.g2.com/discussions/what-is-snyk-scanning) - 2 comments, 2 upvotes - [Is Snyk a SaaS?](https://www.g2.com/discussions/is-snyk-a-saas) - 2 comments - [How good is Snyk?](https://www.g2.com/discussions/how-good-is-snyk) - 2 comments - [What is Snyk used for?](https://www.g2.com/discussions/what-is-snyk-used-for) ### 5. [GitLab](https://www.g2.com/products/gitlab/reviews) GitLab is the most comprehensive AI-Powered DevSecOps platform that enables software innovation by empowering development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps your teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. What makes us truly different? - Flexibility: Consume as a service or manage your own deployment - Cloud-Agnostic: Deploy anywhere with no vendor lock-in - No rip and replace: Scale to a platform approach at your own pace **Average Rating:** 4.5/5.0 **Total Reviews:** 881 **How Do G2 Users Rate GitLab?** - **Quality of Support:** 8.5/10 (Category avg: 9.0/10) - **Language Support:** 8.7/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.0/10 (Category avg: 8.7/10) - **Integration:** 8.8/10 (Category avg: 8.8/10) **Who Is the Company Behind GitLab?** - **Seller:** [GitLab Inc.](https://www.g2.com/sellers/gitlab-inc) - **Company Website:** https://about.gitlab.com/ - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @gitlab (171,534 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5101804/ (3,473 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 37% Mid-Market, 36% Small-Business #### What Are GitLab's Pros and Cons? **Pros:** - Ease of Use (40 reviews) - Features (39 reviews) - CI (33 reviews) - Integrations (32 reviews) - CD Integration (31 reviews) **Cons:** - Complexity (20 reviews) - Difficult Learning (18 reviews) - Confusing Interface (15 reviews) - Complex User Interface (14 reviews) - Learning Curve (13 reviews) ### What Do G2 Reviewers Say About GitLab? *AI-generated summary from verified user reviews* **Pros:** - Users enjoy the **ease of use** of GitLab, thanks to its unified interface and streamlined CI/CD integrations. - Users value the **all-in-one platform** of GitLab, which streamlines development processes and enhances team collaboration. - Users praise GitLab for its **powerful CI/CD integration** , which simplifies automation and enhances pipeline efficiency. - Users value GitLab's **s seamless integrations** allowing streamlined workflows without the need for multiple tools. - Users value GitLab's **seamless CI/CD integration** , which simplifies automation and enhances overall development efficiency. **Cons:** - Users find the **complexity** of GitLab's group structure and management challenging, particularly for newcomers and infrastructure. - Users face a **difficult learning curve** with GitLab, especially for those unfamiliar with its unique structure and features. - Users find the **confusing interface** of GitLab overwhelming, especially new users navigating its complex functionalities and settings. - Users find the **complex user interface** of GitLab requires significant effort to master and is not always intuitive. - Users find the **steep learning curve** of GitLab challenging, especially when adapting to its comprehensive features and UI. #### What Are Recent G2 Reviews of GitLab? **"[GitLab’s All-in-One DevOps Platform with CI/CD and Security Scanning](https://www.g2.com/survey_responses/gitlab-review-12864830)"** **Rating:** 5.0/5.0 stars *— mani s.* [Read full review](https://www.g2.com/survey_responses/gitlab-review-12864830) --- **"[User-Friendly Gitlab with Powerful APIs for Smooth Integrations](https://www.g2.com/survey_responses/gitlab-review-12778582)"** **Rating:** 4.5/5.0 stars *— Prasanth N.* [Read full review](https://www.g2.com/survey_responses/gitlab-review-12778582) --- #### What Are G2 Users Discussing About GitLab? - [What is GitLab used for?](https://www.g2.com/discussions/what-is-gitlab-used-for) - 2 comments - [Why GitLab is better than Jenkins?](https://www.g2.com/discussions/why-gitlab-is-better-than-jenkins) - 1 comment - [Is GitLab paid?](https://www.g2.com/discussions/is-gitlab-paid) - 5 comments, 2 upvotes - [Is GitLab free software?](https://www.g2.com/discussions/is-gitlab-free-software) - 4 comments, 1 upvote - [What can GitLab do?](https://www.g2.com/discussions/what-can-gitlab-do) - 2 comments ### 6. [Semgrep](https://www.g2.com/products/semgrep/reviews) Semgrep is a modern static analysis (SAST), software composition analysis (SCA), and secrets detection platform designed for both developers and security teams. It combines fast, deterministic analysis with context-aware AI that triages findings like a senior security engineer. The AI Assistant helps reduce false positives, prioritize meaningful results, and offers clear remediation guidance. Its “Memories” feature learns from past decisions to further reduce triage noise over time. Semgrep also supports deep analysis of transitive dependencies, not just direct ones, helping teams surface and address hidden risks in their supply chain. It integrates well into modern development workflows and is easy to customize across environments. **Average Rating:** 4.6/5.0 **Total Reviews:** 56 **How Do G2 Users Rate Semgrep?** - **Quality of Support:** 8.8/10 (Category avg: 9.0/10) - **Language Support:** 8.4/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.3/10 (Category avg: 8.7/10) - **Integration:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Semgrep?** - **Seller:** [Semgrep](https://www.g2.com/sellers/semgrep) - **Company Website:** https://semgrep.dev - **Year Founded:** 2017 - **HQ Location:** San Francisco, US - **Twitter:** @semgrep (4,433 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/returntocorp (262 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Enterprise, 43% Mid-Market #### What Are Semgrep's Pros and Cons? **Pros:** - Ease of Use (16 reviews) - Features (14 reviews) - Vulnerability Detection (13 reviews) - Scanning Efficiency (12 reviews) - Security (12 reviews) **Cons:** - Not User-Friendly (7 reviews) - Limited Features (6 reviews) - Difficult Learning (5 reviews) - Lack of Guidance (5 reviews) - Learning Curve (5 reviews) ### What Do G2 Reviewers Say About Semgrep? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Semgrep, praising its intuitive syntax and smooth CI/CD integration. - Users appreciate the **intuitive pattern-matching syntax** of Semgrep, enabling effective custom rules for various programming languages. - Users appreciate Semgrep's **effective vulnerability detection** , enabling quick identification of security issues with low false positives. - Users value the **scanning efficiency** of Semgrep, benefiting from rapid scans and seamless CI/CD integration. - Users appreciate the **robust security features** of Semgrep, enabling effective identification and remediation of vulnerabilities effortlessly. **Cons:** - Users find Semgrep **not user-friendly** , citing a steep learning curve and challenges in initial setup and customization. - Users note the **limited features** of Semgrep, making categorization and comprehensive analysis more challenging. - Users find the **difficult learning** curve for custom rules in Semgrep challenging, impacting new user experiences and efficiency. - Users face a **lack of guidance** in mastering rule creation and initial setup, impacting effective tool utilization. - Users find the **learning curve steep** for rule writing, especially for those new to static analysis tools. #### What Are Recent G2 Reviews of Semgrep? **"[Streamlined Code Security with Semgrep](https://www.g2.com/survey_responses/semgrep-review-11971635)"** **Rating:** 5.0/5.0 stars *— Shreekanth k.* [Read full review](https://www.g2.com/survey_responses/semgrep-review-11971635) --- **"[Fast, Easy-to-Customize Rules That Catch Security and Code-Quality Issues Early](https://www.g2.com/survey_responses/semgrep-review-13079252)"** **Rating:** 4.5/5.0 stars *— Milan K.* [Read full review](https://www.g2.com/survey_responses/semgrep-review-13079252) --- ### 7. [Cortex Cloud](https://www.g2.com/products/cortex-cloud/reviews) Cortex Cloud by Palo Alto Networks, the next version of Prisma Cloud, understands a unified security approach is essential for effectively addressing AppSec, CloudSec, and SecOps. Connecting cloud security and SOC workflows enables teams to achieve holistic visibility, trace risk across the lifecycle, and correlate real-time threat activity with development and runtime contexts. Cortex Cloud is a unified platform built on three core pillars: data integration, AI-driven intelligence, and automation. Now you can safeguard applications, data, and infrastructure across multicloud and hybrid environments with a unified data model that consolidates telemetry from code, runtime, identity, and endpoints, all into a single data source. Empower teams with precise, AI-powered insights and 2200+ machine learning models to identify and stop zero-day threats with real-time advanced threat detection and response. And automate with 1000+ prebuilt playbooks across your cloud stack to reduce manual workloads, accelerate remediations, and cut response times tenfold. Cortex Cloud delivers more than tools—it transforms how organizations secure their cloud environments. **Average Rating:** 4.1/5.0 **Total Reviews:** 123 **How Do G2 Users Rate Cortex Cloud?** - **Quality of Support:** 8.0/10 (Category avg: 9.0/10) - **Language Support:** 6.7/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 7.9/10 (Category avg: 8.7/10) - **Integration:** 9.2/10 (Category avg: 8.8/10) **Who Is the Company Behind Cortex Cloud?** - **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks) - **Company Website:** https://www.paloaltonetworks.com - **Year Founded:** 2005 - **HQ Location:** Santa Clara, CA - **Twitter:** @PaloAltoNtwks (128,951 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/30086/ (22,313 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer & Network Security - **Company Size:** 38% Enterprise, 32% Mid-Market #### What Are Cortex Cloud's Pros and Cons? **Pros:** - Ease of Use (49 reviews) - Features (45 reviews) - Security (43 reviews) - Visibility (38 reviews) - Cloud Integration (34 reviews) **Cons:** - Expensive (31 reviews) - Difficult Learning (30 reviews) - Learning Curve (29 reviews) - Pricing Issues (24 reviews) - Complex Setup (21 reviews) ### What Do G2 Reviewers Say About Cortex Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users find Cortex Cloud to be **extremely easy to use** , appreciating its intuitive interface and seamless integration. - Users value **strong cloud security** and appreciate the intuitive interface and effective compliance support of Cortex Cloud. - Users value the **ease of managing cloud security** with Cortex Cloud, enhancing focus on critical threats efficiently. - Users value the **clear visibility** provided by Cortex Cloud, enhancing their management of cloud security and team coordination. - Users value the **ease of integration** with operations, enhancing the management of cloud security efficiently. **Cons:** - Users find the **high cost** of Cortex Cloud to be a significant drawback, impacting budget for mid-sized organizations. - Users find the **difficult learning** curve challenging, especially with complex features and insufficient documentation for beginners. - Users find the **learning curve steep** due to time-intensive onboarding and a cluttered user interface. - Users express concerns about **pricing issues** with Cortex Cloud, as costs can rise significantly in larger setups. - Users find the **complex setup** of Cortex Cloud to be time-consuming and challenging to navigate effectively. #### What Are Recent G2 Reviews of Cortex Cloud? **"[Cortex Cloud earned it's place before every release.](https://www.g2.com/survey_responses/cortex-cloud-review-13089470)"** **Rating:** 5.0/5.0 stars *— Johanna K.* [Read full review](https://www.g2.com/survey_responses/cortex-cloud-review-13089470) --- **"[Cortex Cloud Unifies Cloud Security with Real-Time Protection and Smart Prioritization](https://www.g2.com/survey_responses/cortex-cloud-review-12997786)"** **Rating:** 4.0/5.0 stars *— Galateya M.* [Read full review](https://www.g2.com/survey_responses/cortex-cloud-review-12997786) --- ### 8. [Mend.io](https://www.g2.com/products/mend-io/reviews) Modern risk doesn't live in one layer, it lives between them. Mend.io is built for every risk, across AI and AppSec, securing the code layer, the AI layer, and the interactions between them. From discovery and red teaming to guardrails and runtime protection, Mend.io delivers continuous protection across the entire AI application lifecycle. Mend.io solutions include: 1. Mend AI secures the layer where modern risk actually lives—the interaction between code and AI. It continuously discovers AI components (agents, prompts, models), tests real behavioral risk through automated red teaming, and enforces in-app runtime guardrails for one continuous control system for the AI lifecycle. 2. Mend AppSec secures the modern code layer by continuously discovering and prioritizing risk across code, libraries, containers, and dependencies, giving teams the clarity they need to reduce exposure and ship secure software faster. 3. Mend Renovate secures the foundation of every codebase by automatically updating dependencies, rating the likelihood each update will succeed without breaking changes, and grouping them by confidence level so teams can resolve them faster. **Average Rating:** 4.3/5.0 **Total Reviews:** 109 **How Do G2 Users Rate Mend.io?** - **Quality of Support:** 8.6/10 (Category avg: 9.0/10) - **Language Support:** 8.5/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.8/10 (Category avg: 8.7/10) - **Integration:** 8.6/10 (Category avg: 8.8/10) **Who Is the Company Behind Mend.io?** - **Seller:** [Mend](https://www.g2.com/sellers/mend-ab79a83a-6747-4682-8072-a3c176489d0b) - **Company Website:** https://mend.io - **Year Founded:** 2011 - **HQ Location:** Boston, Massachusetts - **Twitter:** @Mend_io (11,256 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2440656/ (257 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 37% Small-Business, 34% Mid-Market #### What Are Mend.io's Pros and Cons? **Pros:** - Scanning Efficiency (8 reviews) - Ease of Use (7 reviews) - Easy Integrations (6 reviews) - Scanning Technology (6 reviews) - Vulnerability Detection (6 reviews) **Cons:** - Integration Issues (6 reviews) - Limited Features (3 reviews) - Missing Features (3 reviews) - Complex Implementation (2 reviews) - Confusing Interface (2 reviews) ### What Do G2 Reviewers Say About Mend.io? *AI-generated summary from verified user reviews* **Pros:** - Users value the **scanning efficiency** of Mend.io, appreciating its quick and accurate results across multiple repositories. - Users appreciate the **ease of use** of Mend.io, highlighting simple integration and efficient navigation to find vulnerabilities. - Users appreciate the **easy integrations** of Mend.io, enabling efficient scanning and streamlined workflows across multiple repositories. - Users appreciate the **quick and accurate scanning** capabilities of Mend.io, enhancing their development workflow and security. - Users commend the **excellent automated vulnerability detection** in Mend.io, enhancing efficiency in their CI/CD processes. **Cons:** - Users struggle with **integration issues** , finding the setup process for tools like Jira and on-premise systems challenging. - Users find **limited features** in Mend.io, struggling with functionality and integration challenges for various tools and cases. - Users note that Mend.io lacks **essential features** , requiring additional tools and workarounds for effective integration. - Users experience **complex implementation** with Mend.io, citing difficulties in integration and frequent false positives. - Users find the **confusing interface** of Mend.io awkward, especially when switching between different product portals. #### What Are Recent G2 Reviews of Mend.io? **"[Great Tool for Managing 3rd party libraries](https://www.g2.com/survey_responses/mend-io-review-6728890)"** **Rating:** 4.5/5.0 stars *— Johannes B.* [Read full review](https://www.g2.com/survey_responses/mend-io-review-6728890) --- **"[Effortless Integration with Budget-Friendly Scanning](https://www.g2.com/survey_responses/mend-io-review-4261734)"** **Rating:** 5.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/mend-io-review-4261734) --- #### What Are G2 Users Discussing About Mend.io? - [What is your experience regarding pricing and costs for Mend.io, and how does it compare to other open-source security solutions?](https://www.g2.com/discussions/what-is-your-experience-regarding-pricing-and-costs-for-mend-io-and-how-does-it-compare-to-other-open-source-security-solutions) - [What is Mend (formerly WhiteSource) used for?](https://www.g2.com/discussions/what-is-mend-formerly-whitesource-used-for) - [What is white Source bolt?](https://www.g2.com/discussions/what-is-white-source-bolt) - [What are SCA tools?](https://www.g2.com/discussions/what-are-sca-tools) - [What is software composition analysis SCA?](https://www.g2.com/discussions/what-is-software-composition-analysis-sca) ### 9. [JFrog](https://www.g2.com/products/jfrog-2024-03-28/reviews) JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog. **Average Rating:** 4.2/5.0 **Total Reviews:** 146 **How Do G2 Users Rate JFrog?** - **Quality of Support:** 8.4/10 (Category avg: 9.0/10) - **Language Support:** 8.7/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.4/10 (Category avg: 8.7/10) - **Integration:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind JFrog?** - **Seller:** [JFrog Ltd](https://www.g2.com/sellers/jfrog-ltd) - **Company Website:** https://jfrog.com - **Year Founded:** 2008 - **HQ Location:** Sunnyvale, CA - **Twitter:** @jfrog (23,186 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/jfrog-ltd/ (2,364 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Enterprise, 31% Mid-Market #### What Are JFrog's Pros and Cons? **Pros:** - Features (18 reviews) - Repository Management (14 reviews) - Deployment (13 reviews) - Integrations (12 reviews) - Easy Integrations (11 reviews) **Cons:** - Complexity (9 reviews) - Expensive (8 reviews) - Learning Curve (8 reviews) - Difficult Learning (7 reviews) - Learning Difficulty (7 reviews) ### What Do G2 Reviewers Say About JFrog? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **comprehensive integration and multi-format support** of JFrog, streamlining their DevOps processes effectively. - Users appreciate JFrog's **centralized artifact management** , enhancing efficiency in storing and tracking components across environments. - Users value the **seamless deployment integration** of JFrog, enhancing CI/CD pipelines and security management effectively. - Users value the **seamless integrations** of JFrog, enhancing their CI/CD processes across various package formats. - Users value the **easy integrations** of JFrog with various tools, enhancing their CI/CD workflows seamlessly. **Cons:** - Users find JFrog's platform to be **overly complex** , requiring significant training to navigate its extensive features effectively. - Users find JFrog to be **expensive** , with costs posing challenges for smaller teams and individual developers. - Users often face a **steep learning curve** with JFrog, requiring significant time to master its complexity. - Users find the **difficult learning curve** of JFrog requires extensive training to navigate its complex features effectively. - Users find JFrog to have a **steep learning curve** , requiring significant time and effort to reach proficiency. #### What Are Recent G2 Reviews of JFrog? **"[JFrog Simplifies Artifact Management for Organized, Reliable Deployments](https://www.g2.com/survey_responses/jfrog-review-12870354)"** **Rating:** 4.5/5.0 stars *— Subhashree S.* [Read full review](https://www.g2.com/survey_responses/jfrog-review-12870354) --- **"[Efficient, Scalable Artifact Management That Streamlines the Software Delivery Lifecycle](https://www.g2.com/survey_responses/jfrog-review-12788318)"** **Rating:** 4.0/5.0 stars *— Arkajit D.* [Read full review](https://www.g2.com/survey_responses/jfrog-review-12788318) --- #### What Are G2 Users Discussing About JFrog? - [What are the benefits and challenges of using JFrog for managing your software supply chain?](https://www.g2.com/discussions/what-are-the-benefits-and-challenges-of-using-jfrog-for-managing-your-software-supply-chain) - [What does Jfrog Platform do?](https://www.g2.com/discussions/what-does-jfrog-platform-do) - [What is difference between JFrog and Nexus?](https://www.g2.com/discussions/what-is-difference-between-jfrog-and-nexus) - [What is Artifactory software used for?](https://www.g2.com/discussions/what-is-artifactory-software-used-for) ### 10. [OX Security](https://www.g2.com/products/ox-security/reviews) OX rewires your security program for the Mythos Age: the era where AI writes the code, chains the exploits, and moves faster than human-built defenses can track. OX is the unified Prompt to Runtime security platform. It moves your control surface upstream to the prompt, preventing and governing risk at the source instead of chasing it downstream in runtime. OX Mind and OX AI Context Lake connect AI-user governance, code security, cloud and runtime enforcement, and agentic pentesting into one system that shares context across the entire Agentic Development Lifecycle (ADLC), replacing fragmented point tools with a single platform. The platform runs on four connected pillars: OX VibeSec: Prevents unsafe AI decisions at the point of creation and governs every AI user in the organization, not just developers using coding assistants. Full visibility into which agents, MCPs, skills, and packages run, with what permissions, against what data. OX Code: Separates exploitable risk from theoretical noise using evidence from your actual deployment, threat model, and threat intelligence. OX Cloud: Prevents misconfigurations and enforces runtime boundaries that code and agents cannot cross, watching what actually runs in production. OX Agentic Pentester: Continuously simulates adversarial agent behavior to prove exploit paths back to their exact source, feeding what it finds back into OX VibeSec to sharpen governance. OX connects to your existing stack and traces every finding back to its origin (the prompt, the AI user, or the endpoint that created it), then fixes issues at the source rather than flagging them after the fact. For new deployments, OX consolidates governance, code security, cloud enforcement, and pentesting into one platform. For existing stacks, OX layers governance on top and makes current tools smarter through continuous learning, so the same issue never gets created twice. Visit https://ox.security for more information. **Average Rating:** 4.8/5.0 **Total Reviews:** 51 **How Do G2 Users Rate OX Security?** - **Quality of Support:** 9.6/10 (Category avg: 9.0/10) - **Language Support:** 8.7/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.8/10 (Category avg: 8.7/10) - **Integration:** 9.4/10 (Category avg: 8.8/10) **Who Is the Company Behind OX Security?** - **Seller:** [OX Security](https://www.g2.com/sellers/ox-security) - **Year Founded:** 2021 - **HQ Location:** New York, USA - **LinkedIn® Page:** https://www.linkedin.com/company/ox-security/ (199 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Security Engineer - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 63% Mid-Market, 25% Enterprise #### What Are OX Security's Pros and Cons? **Pros:** - Features (8 reviews) - Collaboration (6 reviews) - Customer Support (6 reviews) - Easy Integrations (6 reviews) - Speed (6 reviews) **Cons:** - Complexity (5 reviews) - Overwhelming Interface (4 reviews) - Complex Setup (3 reviews) - Dashboard Issues (3 reviews) - Difficult Learning (3 reviews) ### What Do G2 Reviewers Say About OX Security? *AI-generated summary from verified user reviews* **Pros:** - Users value the **intuitive dashboard and seamless integration** of OX Security, enhancing their security management and workflow efficiency. - Users value the **seamless collaboration** enabled by OX Security, enhancing their focus on critical development tasks. - Users commend the **responsive customer support** of OX Security, enhancing their overall operational efficiency and satisfaction. - Users value the **seamless integrations** with existing tools, enhancing workflows and boosting overall development efficiency. - Users appreciate the **speed** of OX Security, enabling faster remediation of vulnerabilities and cloud misconfigurations. **Cons:** - Users find the **complexity** of OX Security daunting, facing a steep learning curve and inadequate documentation. - Users find the **interface overwhelming** , with a steep learning curve and insufficient documentation to guide new users. - Users find the **complex setup** challenging, especially due to inadequate documentation and overwhelming UI for new users. - Users find the **executive dashboard limiting** , impacting effective reporting on product security enhancements to management. - Users find OX Security's **difficult learning curve** challenging, particularly due to its complex interface and lacking documentation. #### What Are Recent G2 Reviews of OX Security? **"[A powerful and comprehensive tool that meets most best practices for web app security testing](https://www.g2.com/survey_responses/ox-security-review-10961361)"** **Rating:** 4.5/5.0 stars *— Verified User in Gambling & Casinos* [Read full review](https://www.g2.com/survey_responses/ox-security-review-10961361) --- **"[A Transformative Game-Changer in Application Security Posture Management](https://www.g2.com/survey_responses/ox-security-review-10618682)"** **Rating:** 5.0/5.0 stars *— Dudi E.* [Read full review](https://www.g2.com/survey_responses/ox-security-review-10618682) --- ### 11. [CAST Highlight](https://www.g2.com/products/cast-highlight/reviews) Portfolio-level insights for app modernization, AI readiness, tech debt, OSS risks CAST Highlight is a SaaS software intelligence technology that delivers rapid, fact-based insights across your entire application portfolio. By automatically analyzing the source code of hundreds or thousands of applications, CAST Highlight helps organizations assess cloud maturity, AI & Agentic readiness, software health, open source risk, resiliency, technical debt, and sustainability from a single lightweight scan. CAST Highlight is designed for CIOs, CTOs, enterprise architects, cloud leaders, application owners, security teams, and modernization teams that need a fact-based way to prioritize modernization, cloud, and AI adoption decisions at scale. It helps teams identify which applications are ready to move quickly, which require remediation, and where hidden software risks may affect transformation cost, timelines, security, resilience, or business outcomes. Unlike traditional manual or survey-based assessments, CAST Highlight analyzes application source code directly to rapidly segment portfolios, prioritize modernization paths, and uncover risks before they impact transformation programs. Organizations use CAST Highlight to: - Accelerate cloud migration and modernization planning - Segment applications by cloud maturity and transformation path - Identify high-value AI adoption opportunities - Assess Agentic Readiness across application portfolios - Prioritize technical debt, resiliency, and maintainability improvements - Assess open source vulnerabilities and IP / license exposure - Evaluate software sustainability with Green Impact insights - Reduce complexity, cost, and risk across transformation programs Businesses move faster using CAST to understand, improve, and transform their software. Through semantic analysis of source code, CAST generates dashboards and 3D maps for executives, technologists, and AI to navigate inside individual applications and across entire portfolios. This intelligence enables companies to steer, speed, and report on initiatives such as technical debt, modernization, and cloud. As the pioneer of the software intelligence field, CAST is trusted by the world’s leading companies and governments, their consultancies and cloud providers. See it all at castsoftware.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 86 **How Do G2 Users Rate CAST Highlight?** - **Quality of Support:** 9.1/10 (Category avg: 9.0/10) - **Language Support:** 8.5/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.5/10 (Category avg: 8.7/10) - **Integration:** 8.5/10 (Category avg: 8.8/10) **Who Is the Company Behind CAST Highlight?** - **Seller:** [CAST](https://www.g2.com/sellers/cast) - **Company Website:** https://www.castsoftware.com - **Year Founded:** 1990 - **HQ Location:** New York - **Twitter:** @SW_Intelligence (1,887 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cast/ (1,264 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 57% Enterprise, 24% Small-Business #### What Are CAST Highlight's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Easy Setup (4 reviews) - Cloud Services (3 reviews) - Efficiency (3 reviews) - Real-time Monitoring (3 reviews) **Cons:** - Complex Navigation (1 reviews) - Dashboard Issues (1 reviews) - Delayed Detection (1 reviews) - Difficulty (1 reviews) - Expensive (1 reviews) ### What Do G2 Reviewers Say About CAST Highlight? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of CAST Highlight, allowing for quick and efficient application analysis without complications. - Users find the **easy setup** of CAST Highlight to be straightforward and efficient, enhancing their analysis experience. - Users value CAST Highlight for its **comprehensive cloud assessment capabilities** , aiding in application migration and risk analysis. - Users value the **efficiency** of CAST Highlight, enabling quick, objective analysis of application portfolios for better decision-making. - Users appreciate the **real-time monitoring** of CAST Highlight, enabling quick, actionable insights for effective portfolio management. **Cons:** - Users find the **complex navigation** in CAST Highlight challenging, affecting their overall user experience and efficiency. - Users find the **dashboard issues** in CAST Highlight hinder effective insights and require customization for better alignment. - Users find the **delayed detection** of issues in CAST Highlight hinders timely responses and detailed analysis. - Users find the **difficulty in initial configuration** and metric interpretation challenging for new teams utilizing CAST Highlight. - The **high price** of CAST Highlight restricts its usage in large companies, limiting its potential impact. #### What Are Recent G2 Reviews of CAST Highlight? **"[Efficient Analysis & Confident Modernization](https://www.g2.com/survey_responses/cast-highlight-review-12250186)"** **Rating:** 4.5/5.0 stars *— Neha C.* [Read full review](https://www.g2.com/survey_responses/cast-highlight-review-12250186) --- **"[Portfolio Insights in One Place with CAST Highlight](https://www.g2.com/survey_responses/cast-highlight-review-12977472)"** **Rating:** 4.5/5.0 stars *— Verified User in Government Administration* [Read full review](https://www.g2.com/survey_responses/cast-highlight-review-12977472) --- #### What Are G2 Users Discussing About CAST Highlight? - [What is cast imaging?](https://www.g2.com/discussions/what-is-cast-imaging) - 1 comment - [How does a cast tool work?](https://www.g2.com/discussions/how-does-a-cast-tool-work) - [What is CAST software tool?](https://www.g2.com/discussions/what-is-cast-software-tool) - 1 comment - [What does cast highlight do?](https://www.g2.com/discussions/what-does-cast-highlight-do) - 1 comment ### 12. [Socket](https://www.g2.com/products/socket-socket/reviews) Socket is the leading developer-first security platform that protects modern applications from malicious and vulnerable open source dependencies. By combining real-time package monitoring with AI-powered code analysis, Socket detects and blocks supply chain attacks within minutes of publication. With advanced reachability analysis, automated remediation, and license compliance features, Socket enables teams to focus on building software, while we keep their open source code secure. **Average Rating:** 4.7/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Socket?** - **Quality of Support:** 9.0/10 (Category avg: 9.0/10) - **Language Support:** 8.9/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.3/10 (Category avg: 8.7/10) - **Integration:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Socket?** - **Seller:** [Socket](https://www.g2.com/sellers/socket) - **Year Founded:** 2020 - **HQ Location:** San Francisco, US - **Twitter:** @SocketSecurity (21,558 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/socketinc/ (115 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 40% Mid-Market, 30% Enterprise #### What Are Socket's Pros and Cons? **Pros:** - Security (3 reviews) - Open Source (2 reviews) - Accuracy of Findings (1 reviews) - Alerts (1 reviews) - Comprehensive Security (1 reviews) **Cons:** - Missing Features (1 reviews) - System Slowness (1 reviews) ### What Do G2 Reviewers Say About Socket? *AI-generated summary from verified user reviews* **Pros:** - Users value Socket's **exceptional security features** , particularly in monitoring and mitigating supply chain attacks effectively. - Users praise Socket for its **effective open source security analysis** , streamlining package reviews and enhancing reliability. - Users value the **accuracy of findings** from Socket, appreciating the thorough analysis it offers for open source security. - Users value the **proactive alerts** from Socket, ensuring quick responses to potential supply chain threats. - Users value the **comprehensive security** features of Socket, enhancing decision-making and risk management in software supply chains. **Cons:** - Users find the **missing features** in Socket limit its ability to consolidate multiple use cases effectively. - Users report experiencing **system slowness** , particularly noting the UI's slow loading times impacting their overall experience. #### What Are Recent G2 Reviews of Socket? **"[Unique Approach to Supply Chain Security Problem and Does It Really Well](https://www.g2.com/survey_responses/socket-review-12052484)"** **Rating:** 5.0/5.0 stars *— Sindhoor H.* [Read full review](https://www.g2.com/survey_responses/socket-review-12052484) --- **"[Essential Tool for Application Security with Stellar MCP Feature](https://www.g2.com/survey_responses/socket-review-12686360)"** **Rating:** 5.0/5.0 stars *— Shreejal M.* [Read full review](https://www.g2.com/survey_responses/socket-review-12686360) --- ### 13. [SOOS](https://www.g2.com/products/soos/reviews) SOOS is the complete application security posture management platform. Scan your software for vulnerabilities, control the introduction of new dependencies, exclude unwanted license types, generate and manage Software Bill of Materials (SBOM), and fill out your compliance worksheets across all your teams. SOOS’s ASPM is a dynamic, comprehensive approach to safeguarding your application infrastructure from vulnerabilities across the Software Development Life Cycle (SDLC) and live deployments. Easy to integrate, all in one dashboard. SCA - Deep tree vulnerability scanning, license compliance, governance DAST - Automated Web & API vulnerability scanning Containers - Scan contents for vulnerabilities SAST - Analyze code for security vulnerabilities IaC - Cloud security coverage SBOMs - Create – monitor – manage **Average Rating:** 4.6/5.0 **Total Reviews:** 42 **How Do G2 Users Rate SOOS?** - **Quality of Support:** 9.3/10 (Category avg: 9.0/10) - **Language Support:** 9.5/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.4/10 (Category avg: 8.7/10) - **Integration:** 9.5/10 (Category avg: 8.8/10) **Who Is the Company Behind SOOS?** - **Seller:** [SOOS](https://www.g2.com/sellers/soos) - **Year Founded:** 2019 - **HQ Location:** Winooski, US - **Twitter:** @soostech (44 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/53122310 (24 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Mid-Market, 43% Small-Business #### What Are SOOS's Pros and Cons? **Pros:** - Ease of Use (9 reviews) - Customer Support (5 reviews) - Easy Integrations (5 reviews) - Integrations (5 reviews) - Easy Setup (4 reviews) **Cons:** - Lack of Guidance (3 reviews) - Poor Reporting (3 reviews) - Dashboard Issues (2 reviews) - Inadequate Reporting (2 reviews) - Lacking Features (2 reviews) ### What Do G2 Reviewers Say About SOOS? *AI-generated summary from verified user reviews* **Pros:** - Users find SOOS to be **easy to use** , benefiting from user-friendly configurations and excellent support. - Users praise the **awesome customer support** from SooS, ensuring a smooth onboarding and configuration process. - Users commend SOOS for its **easy integrations** , enabling seamless workflows and efficient vulnerability management in development. - Users value the **seamless integrations** of SOOS, enhancing workflow efficiency and simplifying vulnerability management. - Users find the **easy setup** of SOOS to be intuitive and efficient, enhancing their overall experience. **Cons:** - Users note a **lack of guidance** in documentation and processes, hindering onboarding and remediation efforts. - Users find the **poor reporting** of SOOS limits their ability to analyze vulnerabilities effectively across projects. - Users find the **dashboard issues** frustrating, particularly with limited reporting and filtering options that hinder analysis. - Users find SOOS lacks **adequate reporting** , needing better customization and filtering options for effective analysis. - Users find the **lack of features** in SOOS limits usability, especially with reporting and intuitive navigation. #### What Are Recent G2 Reviews of SOOS? **"[Awesome tool for detecting vulnerabilities within project dependecies](https://www.g2.com/survey_responses/soos-review-7753830)"** **Rating:** 4.5/5.0 stars *— Nayan C.* [Read full review](https://www.g2.com/survey_responses/soos-review-7753830) --- **"[Reliable continuous security assessment for our pipelines](https://www.g2.com/survey_responses/soos-review-7744758)"** **Rating:** 4.0/5.0 stars *— Brallan G.* [Read full review](https://www.g2.com/survey_responses/soos-review-7744758) --- ### 14. [SonarQube](https://www.g2.com/products/sonarqube/reviews) Sonar, the industry standard for code verification and automated code review, helps reduce outages, improve security, and lower risks associated with AI and agentic coding. As an independent verification platform, Sonar enables organizations to securely develop at the speed of AI. Sonar is the foundation for high-performance software engineering, analyzing over 750 billion lines of code daily to ensure applications are secure, reliable, and maintainable. Rooted in the open source community, Sonar is trusted by 7M+ developers globally, including teams at ServiceNow, Booking.com, Deutsche Bank, AstraZeneca, and Ford Motor Company. **Average Rating:** 4.4/5.0 **Total Reviews:** 152 **How Do G2 Users Rate SonarQube?** - **Quality of Support:** 8.2/10 (Category avg: 9.0/10) - **Continuous Monitoring:** 3.3/10 (Category avg: 8.7/10) - **Integration:** 3.3/10 (Category avg: 8.8/10) **Who Is the Company Behind SonarQube?** - **Seller:** [SonarSource Sàrl](https://www.g2.com/sellers/sonarsource-sarl) - **Company Website:** https://www.sonarsource.com - **Year Founded:** 2008 - **HQ Location:** Geneva, Switzerland - **Twitter:** @SonarSource (10,913 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sonarsource/ (973 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 43% Enterprise, 40% Mid-Market #### What Are SonarQube's Pros and Cons? **Pros:** - Code Quality (24 reviews) - Features (20 reviews) - Issue Identification (19 reviews) - Ease of Use (18 reviews) - Easy Integrations (18 reviews) **Cons:** - Software Bugs (12 reviews) - Complex Configuration (10 reviews) - False Positives (10 reviews) - Complexity (8 reviews) - Complex Setup (8 reviews) ### What Do G2 Reviewers Say About SonarQube? *AI-generated summary from verified user reviews* **Pros:** - Users value how SonarQube **efficiently flags code quality and security issues** , ensuring a clean and maintainable codebase. - Users value the **issue filtering and prioritization features** of SonarQube, enhancing focus on high-priority tasks. - Users value the **issue identification and prioritization** features of SonarQube, improving focus on critical tasks. - Users find SonarQube's **ease of use** invaluable for maintaining code quality and integrating seamlessly into development workflows. - Users appreciate the **easy integrations** with existing CI/CD tools, enhancing their development workflow seamlessly. **Cons:** - Users face challenges with **software bugs** as SonarQube can consume excessive RAM and occasionally reports false positives. - Users find SonarQube's configuration **complex** , especially for beginners, leading to difficulties and overwhelming warnings to manage. - Users encounter **false positives** that complicate evaluations, though mitigation options exist through detailed analysis and rule customization. - Users find that SonarQube's **complexity in configuration** and excessive warnings can hinder effective usage and efficiency. - Users find the **complex setup** of SonarQube challenging, especially for beginners unfamiliar with the configuration process. #### What Are Recent G2 Reviews of SonarQube? **"[SonarQube: Easy Integration, Simple UI, and Solid Free Code Quality Scanning](https://www.g2.com/survey_responses/sonarqube-review-12975264)"** **Rating:** 4.5/5.0 stars *— Divyarajsinh C.* [Read full review](https://www.g2.com/survey_responses/sonarqube-review-12975264) --- **"[Powerful Tool for Clean and Maintainable Code](https://www.g2.com/survey_responses/sonarqube-review-13115123)"** **Rating:** 4.0/5.0 stars *— chaithanya r.* [Read full review](https://www.g2.com/survey_responses/sonarqube-review-13115123) --- #### What Are G2 Users Discussing About SonarQube? - [What is SonarLint used for?](https://www.g2.com/discussions/what-is-sonarlint-used-for) - [What is SonarQube and how does it work?](https://www.g2.com/discussions/what-is-sonarqube-and-how-does-it-work) - 1 upvote - [What is the benefit of SonarQube?](https://www.g2.com/discussions/what-is-the-benefit-of-sonarqube) - [What are the main components of SonarQube platform?](https://www.g2.com/discussions/what-are-the-main-components-of-sonarqube-platform) - [What is SonarQube and its features?](https://www.g2.com/discussions/what-is-sonarqube-and-its-features) ### 15. [Black Duck SCA](https://www.g2.com/products/black-duck-sca/reviews) Black Duck builds trust in software by enabling organizations to manage application security, quality, and compliance risks at the speed their business demands. Black Duck solutions help developers to secure code as fast as they write it, development and DevSecOps teams to automate testing within development pipelines without compromising velocity, and security teams to proactively manage risk and focus remediation efforts on what matters most. With Black Duck, organizations can transform the way they build and deliver software, aligning people, processes, and technology to intelligently address software risks across their portfolio and at all stages of the application lifecycle. **Average Rating:** 4.1/5.0 **Total Reviews:** 30 **How Do G2 Users Rate Black Duck SCA?** - **Quality of Support:** 7.9/10 (Category avg: 9.0/10) - **Language Support:** 9.2/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.3/10 (Category avg: 8.7/10) - **Integration:** 8.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Black Duck SCA?** - **Seller:** [Black Duck](https://www.g2.com/sellers/black-duck) - **Year Founded:** 2024 - **HQ Location:** Burlington, US - **LinkedIn® Page:** https://www.linkedin.com/company/black-duck-software (1,345 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Enterprise, 34% Mid-Market #### What Are Black Duck SCA's Pros and Cons? **Pros:** - Accuracy of Findings (1 reviews) - Open Source (1 reviews) **Cons:** - Resource Constraints (1 reviews) ### What Do G2 Reviewers Say About Black Duck SCA? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **accuracy of findings** in Black Duck, citing its powerful engine for identifying open source issues. - Users praise Black Duck for its **powerful engine in identifying open source issues** and vast knowledge base. **Cons:** - Users face **huge resource constraints** when deploying Black Duck on-prem, which complicates implementation efforts. #### What Are Recent G2 Reviews of Black Duck SCA? **"[Comprehensive Visibility into Open-Source Dependencies and Security Risks](https://www.g2.com/survey_responses/black-duck-sca-review-13033411)"** **Rating:** 4.5/5.0 stars *— Md Sarfaraz H.* [Read full review](https://www.g2.com/survey_responses/black-duck-sca-review-13033411) --- **"[Accurate Vulnerability Insights and Remediation—A Must-Have SCA Platform](https://www.g2.com/survey_responses/black-duck-sca-review-13130414)"** **Rating:** 5.0/5.0 stars *— Sonal K.* [Read full review](https://www.g2.com/survey_responses/black-duck-sca-review-13130414) --- #### What Are G2 Users Discussing About Black Duck SCA? - [What languages does Black Duck support?](https://www.g2.com/discussions/what-languages-does-black-duck-support) - [What is software composition analysis?](https://www.g2.com/discussions/what-is-software-composition-analysis) - [What is Black Duck analysis?](https://www.g2.com/discussions/what-is-black-duck-analysis) - [What is the use of Black Duck software?](https://www.g2.com/discussions/what-is-the-use-of-black-duck-software) ### 16. [Contrast Security](https://www.g2.com/products/contrast-security-contrast-security/reviews) Contrast Security is the global leader in Application Detection and Response (ADR), empowering organizations to see and stop attacks on applications and APIs in real time. Contrast embeds patented threat sensors directly into the software, delivering unmatched visibility and protection. With continuous, real-time defense, Contrast uncovers hidden application layer risks that traditional solutions miss. Contrast’s powerful Runtime Security technology equips developers, AppSec teams and SecOps with one platform that proactively protects and defends applications and APIs against evolving threats. **Average Rating:** 4.5/5.0 **Total Reviews:** 49 **How Do G2 Users Rate Contrast Security?** - **Quality of Support:** 9.3/10 (Category avg: 9.0/10) - **Language Support:** 8.1/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.0/10 (Category avg: 8.7/10) - **Integration:** 8.8/10 (Category avg: 8.8/10) **Who Is the Company Behind Contrast Security?** - **Seller:** [Contrast Security](https://www.g2.com/sellers/contrast-security) - **Company Website:** https://contrastsecurity.com - **Year Founded:** 2014 - **HQ Location:** Pleasanton, CA - **Twitter:** @contrastsec (5,468 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/contrast-security/ (196 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Insurance, Information Technology and Services - **Company Size:** 67% Enterprise, 20% Mid-Market #### What Are Contrast Security's Pros and Cons? **Pros:** - Accuracy of Findings (2 reviews) - Accuracy of Results (2 reviews) - Vulnerability Detection (2 reviews) - Automated Scanning (1 reviews) - Automation (1 reviews) **Cons:** - Complex Setup (1 reviews) - Difficult Setup (1 reviews) - Performance Issues (1 reviews) - Problematic Updates (1 reviews) - Setup Complexity (1 reviews) ### What Do G2 Reviewers Say About Contrast Security? *AI-generated summary from verified user reviews* **Pros:** - Users value the **accuracy of findings** from Contrast Security, ensuring greater precision in identifying vulnerabilities. - Users value the **accuracy of results** from Contrast Security, benefiting from precise vulnerability monitoring and analysis. - Users commend the **real-time vulnerability detection** of Contrast Security, appreciating its quick feedback and agile support. - Users commend the **real-time vulnerability detection** of Contrast Security, appreciating its quick turnaround and excellent support. - Users value the **real-time security testing** and excellent support from Contrast Security, enhancing their overall security posture. **Cons:** - Users experienced **performance issues** with Contrast Security, particularly with Java applications, but found support helpful in resolving them. #### What Are Recent G2 Reviews of Contrast Security? **"[Shift-Smart with Contrast](https://www.g2.com/survey_responses/contrast-security-review-8492224)"** **Rating:** 5.0/5.0 stars *— Kiran S.* [Read full review](https://www.g2.com/survey_responses/contrast-security-review-8492224) --- **"[Contrast Security makes application security simple](https://www.g2.com/survey_responses/contrast-security-review-8516563)"** **Rating:** 5.0/5.0 stars *— Verified User in Higher Education* [Read full review](https://www.g2.com/survey_responses/contrast-security-review-8516563) --- #### What Are G2 Users Discussing About Contrast Security? - [What is contrast protect?](https://www.g2.com/discussions/what-is-contrast-protect) - [Is Contrast security SaaS?](https://www.g2.com/discussions/is-contrast-security-saas) - [What is Contrast security tool?](https://www.g2.com/discussions/what-is-contrast-security-tool) - [What does contrast security do?](https://www.g2.com/discussions/what-does-contrast-security-do) ### 17. [Jit](https://www.g2.com/products/jit/reviews) Jit is redefining application security by introducing the first Agentic AppSec Platform, seamlessly blending human expertise with AI-driven automation. Designed for modern development teams, Jit empowers organizations to proactively manage security risks across the entire software development lifecycle.​ AI-Powered Agents Jit's AI Agents, such as SERA (Security Evaluation and Remediation Agent) and COTA (Communication, Ops, and Ticketing Agent), collaborate with your teams to automate vulnerability triage, risk assessment, and remediation processes, significantly reducing manual workloads. ​ Comprehensive Security Scanning Achieve full-stack security coverage with integrated scanners for SAST, DAST, SCA, IaC, CSPM, and more. Jit's platform ensures continuous monitoring and immediate feedback on code changes, facilitating rapid identification and resolution of security issues. ​ Developer-Centric Experience With integrations into popular IDEs and CI/CD pipelines, Jit provides developers with contextual security insights directly within their workflows, promoting a shift-left approach without disrupting productivity. ​ Agentic AI for AppSec Teams Risk-Based Prioritization Utilizing the Model Context Protocol (MCP), Jit evaluates vulnerabilities in the context of runtime environments, business impact, and compliance requirements, enabling teams to focus on the most critical risks. ​ Seamless Integrations Jit integrates with a wide array of tools, including GitHub, GitLab, AWS, Azure, GCP, Jira, Slack, and more, ensuring that security processes are embedded within your existing technology stack. ​ **Average Rating:** 4.5/5.0 **Total Reviews:** 43 **How Do G2 Users Rate Jit?** - **Quality of Support:** 9.3/10 (Category avg: 9.0/10) - **Language Support:** 8.3/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.5/10 (Category avg: 8.7/10) - **Integration:** 8.8/10 (Category avg: 8.8/10) **Who Is the Company Behind Jit?** - **Seller:** [jit](https://www.g2.com/sellers/jit) - **Year Founded:** 2021 - **HQ Location:** Boston, MA - **Twitter:** @jit_io (522 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/jit/ (150 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 44% Mid-Market, 42% Small-Business #### What Are Jit's Pros and Cons? **Pros:** - Security (10 reviews) - Ease of Use (7 reviews) - Easy Integrations (7 reviews) - Efficiency (7 reviews) - Automation (6 reviews) **Cons:** - Integration Issues (4 reviews) - Limited Features (4 reviews) - Limited Integration (4 reviews) - Poor Documentation (4 reviews) - Complexity (3 reviews) ### What Do G2 Reviewers Say About Jit? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **seamless integration of security into development workflows** , highlighting efficiency and centralized management. - Users find Jit to be **very easy to use** , streamlining integration of security into development workflows effectively. - Users love the **easy integrations** of Jit, streamlining security within their development workflows effortlessly. - Users appreciate the **efficiency** of Jit, which reduces waste and streamlines processes, enhancing overall productivity. - Users value the **automation of security controls** in Jit, streamlining workflows and enhancing efficiency in development processes. **Cons:** - Users face **integration issues** with Jit, particularly in enterprise environments and with certain CI tools requiring extra setup. - Users find the **limited features** of Jit restrict complex setups and hinder comprehensive analytics and reporting. - Users feel the **limited integration** with enterprise environments restricts Jit's full potential and usability. - Users find the **documentation lacking** , particularly for advanced configurations, impacting their overall experience with Jit. - Users find the **complexity** of Jit challenging, particularly with advanced integrations and configuration for newcomers. #### What Are Recent G2 Reviews of Jit? **"[Exploring jit a personal review](https://www.g2.com/survey_responses/jit-review-11751139)"** **Rating:** 4.0/5.0 stars *— Mohamed A.* [Read full review](https://www.g2.com/survey_responses/jit-review-11751139) --- **"[Helpful Tool for Integrating Security in Mobile App Development](https://www.g2.com/survey_responses/jit-review-11750234)"** **Rating:** 4.0/5.0 stars *— Ali A.* [Read full review](https://www.g2.com/survey_responses/jit-review-11750234) --- ### 18. [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) Microsoft Defender for Cloud is a cloud native application protection platform for multicloud and hybrid environments with comprehensive security across the full lifecycle, from development to runtime. **Average Rating:** 4.4/5.0 **Total Reviews:** 368 **How Do G2 Users Rate Microsoft Defender for Cloud?** - **Quality of Support:** 8.6/10 (Category avg: 9.0/10) - **Language Support:** 9.4/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 10.0/10 (Category avg: 8.7/10) - **Integration:** 9.9/10 (Category avg: 8.8/10) **Who Is the Company Behind Microsoft Defender for Cloud?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Who Uses This:** Saas Consultant, Software Engineer - **Top Industries:** Information Technology and Services, Computer & Network Security - **Company Size:** 38% Mid-Market, 35% Enterprise #### What Are Microsoft Defender for Cloud's Pros and Cons? **Pros:** - Security (121 reviews) - Comprehensive Security (92 reviews) - Cloud Security (71 reviews) - Vulnerability Detection (63 reviews) - Threat Detection (57 reviews) **Cons:** - Complexity (27 reviews) - Expensive (24 reviews) - Delayed Detection (22 reviews) - False Positives (19 reviews) - Improvement Needed (19 reviews) ### What Do G2 Reviewers Say About Microsoft Defender for Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **robust security features** of Microsoft Defender for Cloud, enhancing protection against cyber threats and vulnerabilities. - Users value the **comprehensive security features** of Microsoft Defender for Cloud, effectively protecting against various cyber threats. - Users appreciate the **robust security features** of Microsoft Defender for Cloud, enhancing their protection against cyber threats. - Users appreciate the **security alerts** provided by Microsoft Defender for Cloud, enhancing their overall cloud security experience. - Users value the **automated threat detection** of Microsoft Defender for Cloud, enhancing security and mitigating risks effectively. **Cons:** - Users find Microsoft Defender for Cloud's setup **complex and difficult to understand** , requiring significant effort to configure effectively. - Users acknowledge that Microsoft Defender for Cloud is **somewhat expensive** , particularly for small to medium businesses. - Users experience **delayed detection** of threats, with occasional false positives affecting the reliability of Microsoft Defender for Cloud. - Users experience **false positives** with Microsoft Defender for Cloud, leading to confusion over flagged legitimate files. - Users note the need for **improvement in user experience** and quicker threat alerts to enhance usability. #### What Are Recent G2 Reviews of Microsoft Defender for Cloud? **"[Multi-Cloud Security Alerts and Compliance Audits in One Dashboard](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13123239)"** **Rating:** 4.0/5.0 stars *— Bala V.* [Read full review](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13123239) --- **"[Seamless Azure Integration with Robust, Real-Time Threat Detection](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13128844)"** **Rating:** 5.0/5.0 stars *— Ahyar R.* [Read full review](https://www.g2.com/survey_responses/microsoft-defender-for-cloud-review-13128844) --- #### What Are G2 Users Discussing About Microsoft Defender for Cloud? - [What is Microsoft Defender for Cloud used for?](https://www.g2.com/discussions/what-is-microsoft-defender-for-cloud-used-for) - 2 comments - [What are the three security services provided by Windows Azure?](https://www.g2.com/discussions/what-are-the-three-security-services-provided-by-windows-azure) - 2 comments - [What is Azure security management?](https://www.g2.com/discussions/what-is-azure-security-management) - 1 comment - [Is Azure security Center a SIEM?](https://www.g2.com/discussions/is-azure-security-center-a-siem) - 1 comment, 1 upvote - [How does Azure provide security?](https://www.g2.com/discussions/how-does-azure-provide-security) ### 19. [Aqua Security](https://www.g2.com/products/aqua-security/reviews) Aqua Security sees and stops attacks across the entire cloud native application lifecycle in a single, integrated platform. From software supply chain security for developers to cloud security and runtime protection for security teams, Aqua helps customers reduce risk while building the future of their businesses. The Aqua Platform is the industry’s most comprehensive Cloud Native Application Protection Platform (CNAPP). Founded in 2015, Aqua is headquartered in Boston, MA and Ramat Gan, IL with Fortune 1000 customers in over 40 countries. **Average Rating:** 4.2/5.0 **Total Reviews:** 57 **How Do G2 Users Rate Aqua Security?** - **Quality of Support:** 8.0/10 (Category avg: 9.0/10) - **Language Support:** 7.3/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 6.3/10 (Category avg: 8.7/10) - **Integration:** 7.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Aqua Security?** - **Seller:** [Aqua Security Software Ltd](https://www.g2.com/sellers/aqua-security-software-ltd) - **Year Founded:** 2015 - **HQ Location:** Burlington, US - **Twitter:** @AquaSecTeam (7,673 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/aquasecteam/ (466 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 56% Enterprise, 39% Mid-Market #### What Are Aqua Security's Pros and Cons? **Pros:** - Security (18 reviews) - Ease of Use (15 reviews) - Detection (10 reviews) - Features (10 reviews) - Comprehensive Security (8 reviews) **Cons:** - Missing Features (7 reviews) - Lack of Features (5 reviews) - Improvement Needed (4 reviews) - Limited Features (4 reviews) - Complexity (3 reviews) ### What Do G2 Reviewers Say About Aqua Security? *AI-generated summary from verified user reviews* **Pros:** - Users value Aqua Security's **proactive threat intelligence** and comprehensive approach, ensuring robust protection for their code. - Users commend the **ease of use** of Aqua Security, highlighting its intuitive UI and smooth implementation process. - Users value Aqua Security for its **effective detection** of vulnerabilities, providing insightful security solutions and proactive threat intelligence. - Users value the **extensive security insights** and intuitiveness of Aqua Security, enhancing their development process significantly. - Users value the **comprehensive security** features of Aqua Security, simplifying container management and enhancing protection effectiveness. **Cons:** - Users note the **missing features** in Aqua Security, including limited integration, reporting, and drill-down capabilities. - Users note a **lack of features** , limiting functionality and making analysis cumbersome with basic metrics and read-only visuals. - Users indicate that **improvement is needed** in widget functionality, reporting, and integration for better usability. - Users find Aqua Security's features **limited** , lacking crucial functionalities like dark mode and enhanced reporting capabilities. - Users find Aqua Security's **complex interface** and setup process challenging, requiring significant technical knowledge and documentation. #### What Are Recent G2 Reviews of Aqua Security? **"[AquaSec have been very efficient and user friendly.](https://www.g2.com/survey_responses/aqua-security-review-7802942)"** **Rating:** 5.0/5.0 stars *— Adefolarin B.* [Read full review](https://www.g2.com/survey_responses/aqua-security-review-7802942) --- **"[Allows us to monitor security of or platforms and scan images easily.](https://www.g2.com/survey_responses/aqua-security-review-10502217)"** **Rating:** 5.0/5.0 stars *— Mitchell M.* [Read full review](https://www.g2.com/survey_responses/aqua-security-review-10502217) --- ### 20. [FOSSA](https://www.g2.com/products/fossa/reviews) Open source is a critical part of your software. In the average modern software product, over 80% of the source code shipped is derived from open source. Each component can have cascading legal, security, and quality implications for your customers, making it one of the most important things to manage correctly. FOSSA helps you manage your open source components. We plug into your development workflow to help your team automatically track, manage, and remediate issues with the open source you use to: - Stay compliant with software licenses and generate required attribution documents - Enforce usage and licensing policies throughout your CI/CD workflow - Monitor and remediate security vulnerabilities - Flag code quality issues and outdated components proactively By enabling open source, we help development teams increase development velocity and decrease risk. **Average Rating:** 4.2/5.0 **Total Reviews:** 15 **How Do G2 Users Rate FOSSA?** - **Quality of Support:** 8.3/10 (Category avg: 9.0/10) - **Language Support:** 8.8/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.5/10 (Category avg: 8.7/10) - **Integration:** 9.2/10 (Category avg: 8.8/10) **Who Is the Company Behind FOSSA?** - **Seller:** [FOSSA](https://www.g2.com/sellers/fossa) - **Year Founded:** 2015 - **HQ Location:** San Francisco, California - **Twitter:** @getfossa (774 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fossa/ (59 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 47% Small-Business, 33% Mid-Market #### What Are FOSSA's Pros and Cons? **Pros:** - Easy Integrations (1 reviews) - Issue Resolution (1 reviews) - Remediation Solutions (1 reviews) - Risk Management (1 reviews) - Security (1 reviews) ### What Do G2 Reviewers Say About FOSSA? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **easy integrations** of FOSSA, seamlessly working with Maven and Gardle in their pipelines. - Users benefit from Fossa's **effective issue resolution** , identifying vulnerabilities and recommending fixes for library dependencies. - Users value the **effective remediation solutions** of FOSSA, which identify and suggest fixes for vulnerabilities in applications. - Users value FOSSA for its **effective risk management** , identifying library issues and recommending fixes swiftly. - Users value FOSSA's **security insights** that identify vulnerabilities and recommend fixes for their applications. #### What Are Recent G2 Reviews of FOSSA? **"[Fossa for enterprise applications](https://www.g2.com/survey_responses/fossa-review-10931000)"** **Rating:** 4.0/5.0 stars *— Pavan Kumar G.* [Read full review](https://www.g2.com/survey_responses/fossa-review-10931000) --- **"["The FOSSA Experience"](https://www.g2.com/survey_responses/fossa-review-8576931)"** **Rating:** 5.0/5.0 stars *— Elvis M.* [Read full review](https://www.g2.com/survey_responses/fossa-review-8576931) --- ### 21. [MergeBase](https://www.g2.com/products/mergebase/reviews) MergeBase is revolutionizing software supply chain protection with a full-featured, developer-oriented SCA solution that brings the lowest false positives in the industry and complete DevOps coverage from coding/building to deployment and run-time. MergeBase’s SCA tool analyzes the open-source/third-party libraries for vulnerabilities. Our mission is to protect the software supply chain. We provide a full-featured, developer-oriented solution that has the industry’s lowest false positive rates and complete coverage of the DevOps process. **Average Rating:** 4.5/5.0 **Total Reviews:** 20 **How Do G2 Users Rate MergeBase?** - **Quality of Support:** 9.3/10 (Category avg: 9.0/10) - **Language Support:** 7.9/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 8.5/10 (Category avg: 8.7/10) - **Integration:** 8.5/10 (Category avg: 8.8/10) **Who Is the Company Behind MergeBase?** - **Seller:** [MergeBase Software](https://www.g2.com/sellers/mergebase-software) - **Year Founded:** 2018 - **HQ Location:** Coquitlam, British Columbia - **Twitter:** @mergebasesecure (86 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/mergebase/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 40% Small-Business, 35% Mid-Market #### What Are Recent G2 Reviews of MergeBase? **"[MergeBase Detector of risk and vulnerabilities](https://www.g2.com/survey_responses/mergebase-review-7833957)"** **Rating:** 4.5/5.0 stars *— Prashant S.* [Read full review](https://www.g2.com/survey_responses/mergebase-review-7833957) --- **"[Revolutionizing Software Supply Chain Protection with MergeBase's SCA Platform](https://www.g2.com/survey_responses/mergebase-review-7670163)"** **Rating:** 5.0/5.0 stars *— Disha K.* [Read full review](https://www.g2.com/survey_responses/mergebase-review-7670163) --- ### 22. [Sandworm](https://www.g2.com/products/sandworm/reviews) Sandworm is a comprehensive software supply chain security solution that detects vulnerabilities in dependencies, provides actionable insights, and ensures a secure and reliable development process for organizations across multiple programming languages. It empowers developers to identify and remediate potential risks, strengthens cybersecurity resilience, and fosters a safer software ecosystem. **Average Rating:** 5.0/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Sandworm?** - **Quality of Support:** 9.6/10 (Category avg: 9.0/10) - **Language Support:** 9.1/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.6/10 (Category avg: 8.7/10) - **Integration:** 9.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Sandworm?** - **Seller:** [Sandworm](https://www.g2.com/sellers/sandworm) - **Year Founded:** 2023 - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/sandworm-dev/ (2 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 73% Small-Business, 18% Mid-Market #### What Are Recent G2 Reviews of Sandworm? **"[Uncovering Hidden Risks](https://www.g2.com/survey_responses/sandworm-review-8920177)"** **Rating:** 5.0/5.0 stars *— Jeffrey L.* [Read full review](https://www.g2.com/survey_responses/sandworm-review-8920177) --- **"[Powerful tool for dependencies audits!](https://www.g2.com/survey_responses/sandworm-review-8884593)"** **Rating:** 5.0/5.0 stars *— Josh B.* [Read full review](https://www.g2.com/survey_responses/sandworm-review-8884593) --- ### 23. [Endor Labs](https://www.g2.com/products/endor-labs/reviews) Endor Labs turns application security into a competitive advantage. At the core is AURI, the security harness for agentic development. It helps coding agents write secure code by default, automates PR security reviews, and gives agents deterministic context to fix what matters fast. At the core is our patented code context graph: a continuously updated model of application behavior across code, dependencies, secrets, and containers. The result: 83% fewer blocked PRs, 10x fewer security tickets, and 6x faster remediation at Atlassian, Cursor, Rubrik, and Snowflake. **Average Rating:** 4.8/5.0 **Total Reviews:** 9 **How Do G2 Users Rate Endor Labs?** - **Quality of Support:** 9.8/10 (Category avg: 9.0/10) - **Language Support:** 9.4/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.7/10 (Category avg: 8.7/10) - **Integration:** 9.2/10 (Category avg: 8.8/10) **Who Is the Company Behind Endor Labs?** - **Seller:** [Endor Labs](https://www.g2.com/sellers/endor-labs) - **Company Website:** https://www.endorlabs.com/ - **Year Founded:** 2021 - **HQ Location:** Palo Alto, California, United States - **Twitter:** @EndorLabs (592 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/endorlabs (207 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 78% Mid-Market, 22% Enterprise #### What Are Endor Labs's Pros and Cons? **Pros:** - Features (5 reviews) - Ease of Use (4 reviews) - Accuracy of Findings (3 reviews) - Customer Support (3 reviews) - Integration Support (3 reviews) **Cons:** - UX Improvement (3 reviews) - API Limitations (1 reviews) - Difficult Setup (1 reviews) - Integration Issues (1 reviews) - Missing Features (1 reviews) ### What Do G2 Reviewers Say About Endor Labs? *AI-generated summary from verified user reviews* **Pros:** - Users highly value the **Reachability Analysis feature** of Endor Labs, enhancing security and efficiency in project management. - Users value the **user-friendly UI** of Endor Labs, enabling quick access to critical data and insights. - Users value the **high accuracy of findings** from Endor Labs, enhancing their security analysis and decision-making. - Users commend the **responsive customer support** of Endor Labs, enhancing their experience and addressing needs effectively. - Users appreciate the **flexible integration support** of Endor Labs, making setup and usage straightforward and seamless. **Cons:** - Users note that the **UI/UX experience requires improvement** , particularly in API access and integration features. - Users find the **API limitations** restrictive, wishing for more capabilities to be accessible in the UI. - Users find the **difficult setup** of Endor Labs can be challenging, especially with unclear error messages during integration. - Users note **integration issues** , particularly with Jira, though improvements are being made over time. - Users feel that the **UI/UX lacks refinement** , particularly in authentication clarity and branch monitoring settings. #### What Are Recent G2 Reviews of Endor Labs? **"[Easy SCA Integration with Clear, Actionable Vulnerability Insights](https://www.g2.com/survey_responses/endor-labs-review-12503518)"** **Rating:** 4.5/5.0 stars *— Verified User in Security and Investigations* [Read full review](https://www.g2.com/survey_responses/endor-labs-review-12503518) --- **"[Took the SCA scans to whole another level with their reachability analysis](https://www.g2.com/survey_responses/endor-labs-review-11697384)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/endor-labs-review-11697384) --- ### 24. [Rainforest Application](https://www.g2.com/products/rainforest-technologies-rainforest-application/reviews) Rainforest is the all-in-one cyber security platform with an end-to-end approach to simplify corporate reputation protection by using multiple intelligences and proactive observability, adding Application and Cloud Security (from DevOps to DevSecOps), Vulnerability Intelligence, and Brand reputation (Fraud and Leak monitoring). Rainforest Application, Rainforest Cloud, and Rainforest Asset modules allow development and security teams have visibility of all applications lifecycle, in a simple and quick way, providing vulnerability management always that a new line is coded. Rainforest Fraud, Rainforest Leak, and Rainforest Asset build an integrated vision of Vulnerability and Brand Intelligence, guiding security and compliance teams in an efficient manner on potential exposure points, according to their importance to the business regarding the company's reputation. **Average Rating:** 4.9/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Rainforest Application?** - **Quality of Support:** 9.8/10 (Category avg: 9.0/10) - **Language Support:** 8.0/10 (Category avg: 8.5/10) - **Continuous Monitoring:** 9.0/10 (Category avg: 8.7/10) - **Integration:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Rainforest Application?** - **Seller:** [Rainforest Technologies](https://www.g2.com/sellers/rainforest-technologies) - **HQ Location:** Wilmington, Delaware - **LinkedIn® Page:** https://www.linkedin.com/company/80967943 (11 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 42% Mid-Market, 42% Small-Business #### What Are Recent G2 Reviews of Rainforest Application? **"[Rainforest is very safe!](https://www.g2.com/survey_responses/rainforest-application-review-9743078)"** **Rating:** 5.0/5.0 stars *— Paulo Z.* [Read full review](https://www.g2.com/survey_responses/rainforest-application-review-9743078) --- **"[My Experience with Rainforest Platform](https://www.g2.com/survey_responses/rainforest-application-review-9843958)"** **Rating:** 4.5/5.0 stars *— Lucas M.* [Read full review](https://www.g2.com/survey_responses/rainforest-application-review-9843958) --- ### 25. [Codacy](https://www.g2.com/products/codacy/reviews) Codacy is the code quality and security platform for AI-assisted engineering teams. AI is now embedded through the engineering workflow, which has made teams faster, but also adds risk to everything they ship. Codacy helps AI-assisted teams ship high-quality, secure code across the full software development lifecycle, starting in the agent and editor, through pull requests in Git, and into containers and runtime security. At each stage we check for quality issues, security vulnerabilities and AI coding risk introduced into the codebase, and help devs and agent fix them effortlessly. A team's standards become automated guardrails that apply across every IDE, AI coding agent, and Pull Request. More than 250,000 developers rely on Codacy to keep quality and security stable as AI changes how software gets built. Add your repo and get your free scan report in minutes: https://codacy.com **Average Rating:** 4.6/5.0 **Total Reviews:** 29 **How Do G2 Users Rate Codacy?** - **Quality of Support:** 9.1/10 (Category avg: 9.0/10) **Who Is the Company Behind Codacy?** - **Seller:** [Codacy](https://www.g2.com/sellers/codacy) - **Year Founded:** 2012 - **HQ Location:** Lisbon, Lisboa - **Twitter:** @codacy (5,002 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3310124/ (69 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 59% Small-Business, 24% Mid-Market #### What Are Codacy's Pros and Cons? **Pros:** - Security (2 reviews) - Automation (1 reviews) - Automation Testing (1 reviews) - Code Quality (1 reviews) - Customer Support (1 reviews) **Cons:** - Expensive (1 reviews) ### What Do G2 Reviewers Say About Codacy? *AI-generated summary from verified user reviews* **Pros:** - Users value the **security dashboard and vulnerability management** features of Codacy for enhanced insights and code safety. - Users value the **integrated automation** of Codacy, finding it user-friendly and effective for maintaining code quality. - Users value the **integrated automation testing** in Codacy, appreciating its ease of use and effective quality control. - Users value the **excellent code quality** features of Codacy, finding it easy to maintain clean and secure code. - Users value the **helpful customer support** of Codacy, appreciating their immediate assistance for quick resolutions. **Cons:** - Users find Codacy to be **a bit expensive** at $19/month, which may burden smaller organizations financially. #### What Are Recent G2 Reviews of Codacy? **"[Codacy is a security must-have tool in our company](https://www.g2.com/survey_responses/codacy-review-10264506)"** **Rating:** 5.0/5.0 stars *— David M.* [Read full review](https://www.g2.com/survey_responses/codacy-review-10264506) --- **"[Easy GitHub & CI/CD Integration That Catches Bugs Before Production](https://www.g2.com/survey_responses/codacy-review-12739228)"** **Rating:** 4.5/5.0 stars *— Arjun M.* [Read full review](https://www.g2.com/survey_responses/codacy-review-12739228) --- ## What Is Software Composition Analysis Tools? [DevSecOps Software](https://www.g2.com/categories/devsecops) ## What Software Categories Are Similar to Software Composition Analysis Tools? - [Static Code Analysis Tools](https://www.g2.com/categories/static-code-analysis) - [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner) - [Static Application Security Testing (SAST) Software](https://www.g2.com/categories/static-application-security-testing-sast) - [Dynamic Application Security Testing (DAST) Software](https://www.g2.com/categories/dynamic-application-security-testing-dast) - [Secure Code Review Software](https://www.g2.com/categories/secure-code-review) - [Software Supply Chain Security Solutions](https://www.g2.com/categories/software-supply-chain-security-tools) - [Software Bill of Materials (SBOM) Software](https://www.g2.com/categories/software-bill-of-materials-sbom) --- ## How Do You Choose the Right Software Composition Analysis Tools? ### What You Should Know About Software Composition Analysis Software ### What is Software Composition Analysis Software? Software composition analysis (SCA) refers to the management and evaluation of open source and third-party components within the development environment. Software developers and development teams use SCA to keep tabs on the hundreds of open source components incorporated in their builds. These components fall out of compliance and require version updates; if left unchecked they can pose major security risks. With so many components to track, developers lean on SCA to automatically manage issues. SCA tools scan for actionable items and alerts developers, allowing teams to focus on development rather than manually combing through a mess of software components. In conjunction with tools such as [vulnerability scanner](https://www.g2.com/categories/vulnerability-scanner) and [dynamic application security testing (DAST) software](https://www.g2.com/categories/dynamic-application-security-testing-dast), software composition analysis integrates with the development environment to curate a secure DevOps workflow. The synergy between cybersecurity and DevOps, sometimes referred to as DevSecOps, answers an urgent call for developers to approach software development with a security-first mindset. For a long time, software developers have relied on open source and third-party components, leaving siloed cybersecurity professionals to clean up builds. This outdated standard often leaves large unresolved gaps in security for stretches of time. Software composition analysis presents a solution for ensuring secure compliance before the worst happens. Key Benefits of Software Composition Analysis Software - Help keep development secure - Ease the workloads of developers - Build a productive workflow across teams ### Why Use Software Composition Analysis Software? Security best practices are a necessary staple in any DevOps environment. Beyond industry standards, secure development is increasingly important as issues such as API vulnerabilities come to the forefront of cybersecurity. There are often many open source and third-party components in a software build—ensuring components are constantly updated and secure is a task better left to software. Software composition analysis does the job and saves development teams significant time and energy. **Peace of mind —** Software composition analysis software constantly evaluates open source components. This means developers and teams can focus on advancing their projects without worrying about a mess of unchecked components. In the event of any issues, SCA software alerts users and provides suggestions for remediation. **Seamless security —** Most SCA software integrates with preexisting development environments, meaning users don’t have to navigate between windows to address vulnerabilities. Developers can receive important and relevant information about the open source and third-party components in their builds without detaching themselves from their workspace. ### Who Uses Software Composition Analysis Software? DevOps teams that want to implement security best practices use SCA software as an integral part of the DevSecOps tool kit. SCA software empowers developers to proactively keep their open source and third-party components secure, rather than leave a mess of vulnerabilities for siloed cybersecurity team members to clean up. Tools like SCA software help break down the barriers between DevOps and cybersecurity practices, curating an integrated and agile workflow. **Solo developers —** While SCA software does wonders for larger teams looking to marry their cybersecurity and DevOps processes, solo developers benefit from their own automated security watchdog. Developers working alone on personal projects can’t expect cybersecurity to be taken care of by someone else, so tools like SCA software help them manage their open source vulnerabilities without eating into their time and energy. **Small development teams —** Similar to solo developers, small development teams often lack the assets to employ a full-time cybersecurity professional. SCA software also aids these teams, allowing them to focus their limited resources on building their project. **Large DevOps teams —** Midsize and enterprise DevOps teams rely on SCA software to shape a secure and common sense DevSecOps workflow. Rather than isolate cybersecurity professionals from the DevOps process, companies use tools like SCA to integrate cybersecurity as a default standard for development. This practice mitigates stressors on both developers and IT teams by enabling a more agile environment. ### Software Composition Analysis Software Features **Comprehensive insights —** SCA software gives users meaningful visibility into the open source and third-party components they use. These tools organize relevant and timely information and present developers with useful updates. This interface often requires some level of development knowledge, meaning the onus is on developers to act on any information presented by SCA tools. Version updates, compliance issues, and vulnerabilities are constantly evaluated so users can be alerted as soon as issues arise. **Remediation information —** Beyond identifying issues with developers’ open source components, SCA software provides users with relevant documentation for remediation. These suggestions give knowledgeable developers a jumping off point so they can address vulnerabilities in a timely manner. These remediation suggestions typically require development knowledge to understand, but developers can often pass these remediation tasks to cybersecurity professionals on their team. ### Trends Related to Software Composition 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. SCA software’s seamless blending with integrated development environments (IDEs) 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 responsibility for secure applications to developers. SCA software’s vulnerability detection and remediation features play a necessary role in establishing secure DevOps practices. ### Software and Services Related to Software Composition Analysis Software [**Vulnerability scanner software**](https://www.g2.com/categories/vulnerability-scanner) **—** Vulnerability scanners constantly monitor applications and networks to identify vulnerabilities. These tools scan full applications and networks then test them against known vulnerabilities. All of these functions work in conjunction with SCA software to form a comprehensive security stack. [**Static application security testing (SAST) software**](https://www.g2.com/categories/static-application-security-testing-sast) **—** SAST software inspects and analyzes an application’s code to discover security vulnerabilities without actually executing code. Similar to SCA software, these tools identify vulnerabilities and provide remediation suggestions. There is functional overlap with static code analysis software, but SAST software specifically focuses on security, while static code analysis software has a broader scope. [**Dynamic application security testing (DAST) software**](https://www.g2.com/categories/dynamic-application-security-testing-dast) **—** 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 an application. [**Static code analysis software**](https://www.g2.com/categories/static-code-analysis) **—** 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. While static code analysis is similar to static application security testing, this software covers a broader scope as opposed to focusing solely on security.