Top Free Software Composition Analysis Tools - Page 3

How Many Software Composition Analysis Tools Products Does G2 Track?

Total Products under this Category: 75

Category Stats (Sep 2026)

  • Average Rating: 4.49/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Black Duck Polaris Platform (+2.92%) - Among all products in this category, Black Duck Polaris Platform recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Software Composition Analysis Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 6,600+ 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.

G2 Grid® for Software Composition Analysis Tools

G2 Grid® for Software Composition Analysis Tools plotting products by satisfaction and market presence

Highlighted products: Wiz, Aikido Security, GitHub, Mend.io, Snyk, GitLab, DigiCert ONE, and JFrog.

Underlying data: [Grid® JSON](https://www.g2.com/categories/software-composition-analysis/grids.json?focus%5B%5D=wiz-wiz&focus%5B%5D=aikido-security&focus%5B%5D=github&focus%5B%5D=mend-io&focus%5B%5D=snyk&focus%5B%5D=gitlab&focus%5B%5D=digicert-one&focus%5B%5D=jfrog-2024-03-28)

Bytesafe

Bytesafe is a platform for end-to-end software supply chain security - a firewall for your dependencies. The platform consists of: - Dependency Firewall - Package Management - Software Composition Analysis - License Compliance

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Bytesafe?

  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Language Support: 6.7/10 (Category avg: 8.5/10)
  • Continuous Monitoring: 8.3/10 (Category avg: 8.7/10)
  • Integration: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Bytesafe?

  • Seller: Bytesafe
  • Year Founded: 2018
  • HQ Location: Stockholm, SE
  • Twitter: @bytesafedev
    479 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Bytesafe?

What Are G2 Users Discussing About Bytesafe?

Qwiet AI

Qwiet AI delivers comprehensive application security by combining agentic AI with advanced code analysis. In a single scan, the platform provides uniquely accurate SAST, SCA, SBOM, secrets detection, and container analysis that helps dev and security teams find and fix vulnerabilities faster. With its proprietary Code Property Graph (CPG) technology and AI/ML models, Qwiet AI achieves up to 95% reduction in false positives compared to traditional tools, while offering contextual AutoFix that understands the unique context of your code, even across complex enterprise applications. Q: What makes Qwiet AI different from other AppSec solutions? A: Qwiet AI stands out through its agentic AI approach, which enables autonomous vulnerability detection and remediation. The platform's Code Property Graph technology allows for deeper code analysis and more accurate vulnerability detection, resulting in dramatically fewer false positives than traditional tools. This advanced technology enables the platform to understand code relationships and context at a deeper level, leading to precise vuln detection and contextually appropriate fixes. Q: What security capabilities does the platform include? A: The platform provides comprehensive security coverage including: - Static Application Security Testing (SAST) using a patented CPG-based approach, for vuln detection that is objectively the fastest and most accurate available per the OWASP benchmark - Software Composition Analysis (SCA) for third-party dependency scanning and vulnerability detection in open source components - Automated SBOM generation for supply chain transparency and compliance requirements - Advanced secrets detection to prevent credential exposure and secure sensitive information - Container security analysis built in - AI-powered AutoFix for automated vulnerability remediation with contextually aware patches, powered by the CPG and a custom AI/ML engine with its own LLM - Custom rule creation capabilities for organization-specific security requirements Q: How does Qwiet AI improve development workflows? A: Qwiet AI integrates seamlessly into existing CI/CD pipelines and developer workflows. The platform's speed (up to 40x faster than traditional scanners) and accuracy mean developers spend less time investigating false positives and more time coding. The AutoFix capability helps developers resolve issues quickly with AI-generated patches that are contextually aware and tailored to your codebase. Additionally, the platform provides IDE integrations and pull request analysis to catch vulnerabilities early in the development process. Q: What do customers think? A: Qwiet AI provides enterprise-grade support with dedicated customer success representatives and technical account managers. The platform consistently receives high marks for customer support, with a 97% "would recommend" rate in Gartner's Voice of the Customer. Customers receive comprehensive onboarding assistance, ongoing technical support, and regular check-ins to ensure successful implementation and adoption. Q: How can I get started with Qwiet AI? A: Qwiet AI offers self-service access, self-guided demos, and AE-guided demos, depending on your needs. You can request a personalized demo through the company website at qwiet.ai to see how the platform addresses their specific security challenges. You can also sign up for self-service access through the web site, or access documentation and integration guides there.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate Qwiet AI?

  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Language Support: 8.3/10 (Category avg: 8.5/10)
  • Continuous Monitoring: 10.0/10 (Category avg: 8.7/10)
  • Integration: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Qwiet AI?

  • Seller: Qwiet AI
  • HQ Location: San Jose, California, United States
  • Twitter: @ShiftLeftInc
    1,164 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    45 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 33% Small

What Do G2 Reviewers Say About Qwiet AI?

AI-generated summary from verified user reviews

Pros
  • Users value the collaborative support from Qwiet AI, facilitating seamless integration into CI/CD pipelines.
  • Users commend the highly responsive customer support of Qwiet AI, enhancing their integration experience significantly.
  • Users value the easy integrations of Qwiet AI, facilitating seamless incorporation into CI/CD pipelines effortlessly.
  • Users value the thorough documentation of Qwiet AI, facilitating seamless integration into CI/CD pipelines.
  • Users value the strong team collaboration facilitated by Qwiet AI, enhancing integration and support for their workflows.
Cons
  • Users find the command line difficulty frustrating, as custom policies require technical expertise without a user-friendly interface.
  • Users express frustration over limited customization as custom policies can only be created via CLI, not a user interface.
  • Users are frustrated by the limited features of Qwiet AI, lacking a user interface for custom policies.
  • Users find the lack of user interface for policy creation limits accessibility and ease of use in Qwiet AI.

What Are Recent G2 Reviews of Qwiet AI?

SCANOSS

SCANOSS is the industry-leading open source software intelligence provider, offering the largest database of open source information available. SCANOSS delivers cutting-edge tools and services that help businesses and developers detect, manage, and secure their open source components. By identifying license obligations, security vulnerabilities, and other risk concerns, SCANOSS ensures that organisations can harness the power of open source safely and securely throughout the development pipeline.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind SCANOSS?

  • Seller: SCANOSS
  • Year Founded: 2021
  • HQ Location: Madrid, ES
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SCANOSS?

FlexNet Code Insight

An on-premise Software Composition Analysis solution using automated scans to help organizations understand their license compliance and security vulnerability exposure to open source packages. FlexNet Code Insight easily provides users with a Software Bill of Materials from across the software supply chain and offers continuous monitoring of assets, proactive vulnerability alerts, and recommended remediation actions. The solution helps development teams deliver secure products to customers while protecting IP and avoiding reputation damaging litigation.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate FlexNet Code Insight?

  • Quality of Support: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind FlexNet Code Insight?

  • Seller: Revenera
  • HQ Location: Itasca, IL
  • Twitter: @GetRevenera
    6,331 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    163 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of FlexNet Code Insight?

ReversingLabs

ReversingLabs is the trusted name in file and software security. We provide the modern cybersecurity platform to verify and deliver safe binaries. Trusted by the Fortune 500 and leading cybersecurity vendors, RL Spectra Core powers the software supply chain and file security insights, tracking over 422 billion searchable files with the ability to deconstruct full software binaries in seconds to minutes. Only ReversingLabs provides that final exam to determine whether a single file or full software binary presents a risk to your organization and your customers.

Average Rating: 4.7/5.0

Total Reviews: 10

How Do G2 Users Rate ReversingLabs?

  • Quality of Support: 9.4/10 (Category avg: 9.0/10)

Who Is the Company Behind ReversingLabs?

  • Seller: ReversingLabs
  • Year Founded: 2009
  • HQ Location: Cambridge, US
  • Twitter: @ReversingLabs
    7,022 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    321 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 10% Medium

What Do G2 Reviewers Say About ReversingLabs?

AI-generated summary from verified user reviews

Pros
  • Users commend the accuracy of information offered by ReversingLabs, utilizing an extensive repository of files for effective risk management.
  • Users commend the excellent customer support from ReversingLabs, enhancing their onboarding and overall experience effectively.
  • Users commend the efficient onboarding process of ReversingLabs, facilitating a seamless and effective transition to their services.
  • Users appreciate the effective prioritization of risk management with ReversingLabs, enhancing their security processes significantly.
  • Users commend the high reliability of ReversingLabs, citing exceptional support and a vast repository of files.
Cons
  • Users find the endpoints for checking usage confusing, which complicates their overall experience with the product.
  • Users find the confusing interface for usage endpoints makes it difficult to navigate the product effectively.
  • Users find the navigation issues related to usage endpoints somewhat confusing, impacting their overall experience.
  • Users feel the UI could be nicer, yet it doesn't hinder the overall functionality of ReversingLabs.

What Are Recent G2 Reviews of ReversingLabs?

CAST SBOM Manager

CAST SBOM Manager enables users to automatically create, customize, and maintain Software Bill of Materials (SBOMs) with the ultimate level of control and flexibility. It detects open source dependencies and related risks (vulnerabilities and security advisories, licenses, obsolescence) directly from scanning source code, and allows you to create and maintain SBOM metadata over time (proprietary components, custom licenses, vulnerabilities) and much more.

Who Is the Company Behind CAST SBOM Manager?

  • Seller: CAST
  • Year Founded: 1990
  • HQ Location: New York
  • Twitter: @SW_Intelligence
    1,887 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,270 employees on LinkedIn®
  • Ownership: Bridgepoint

Eracent SBOM-HQ

SBOM-HQ™ - from Eracent SBOM-HQ™ provides a well-rounded set of data, reporting and analysis features that help organizations minimize risks and comply with cyber mandates and directives. While SBOM-HQ™ provides value to in-house and commercial application development teams, it is also unique in its approach to meeting the requirements of organizations that purchase or subscribe to software from numerous publishers. These “software consumers” will have to manage dozens, hundreds, or even thousands of SBOMs for products that they use, and this is impractical or impossible to do one SBOM at a time. SBOM-HQ™ is based around a centralized, single-source repository of libraries, components, and other related data from SBOMs. It dramatically reduces response time when a vulnerability is reported since it eliminates the need to review SBOMs individually. How does SBOM-HQ™ work? Customers upload their SBOM files via the user interface. During this straightforward process, users can assign related information that can be used to support reporting, filters, data access, and more. This information includes Publisher, Line of Business, Application Component, and more. SBOM-HQ™ “deconstructs” each uploaded SBOM and records the software product to which the SBOM belongs and all the SBOM’s content. This results in an index of components and libraries mapped to products. If a vulnerability is reported by NIST or another organization, customers get an immediate report of every product in use in their organization that includes the affected component or library. SBOM-HQ™ is continuously monitored and updated, and it leverages vulnerability data from NIST and other trusted global sources. It uses this data to display risk scores, levels of criticality, and more. SBOM-HQ™ also provides visibility into license types for each component and library, reducing the risk of unknowingly using a library that has excessive restrictions when less risky options are available. The system offers version tracking – the version in use, newer available versions, and version history – as well as lifecycle dates that support obsolescence management. The dedicated open source library within Eracent’s IT-Pedia® product data library provides a solid foundation for SBOM-HQ™’s analysis and reporting. Who can benefit from using SBOM-HQ? SBOM-HQ is designed to support all teams engaged in the use and operation of software. DevOps – SBOM-HQ integrates into CI/CD to generate and enrich SBOMs with real time risk data, ensuring secure and compliant releases. Procurement – SBOM-HQ equips procurement teams with SBOM-driven insights into software quality and licensing risks, enabling smarter vendor selection and safer software purchases. CyberSec teams – SBOM-HQ evaluates cyber security aspects of purchased software and monitors new vulnerabilities that appear. ITOps – SBOM-HQ exposes software weaknesses and helps mitigate the risks. Legal and Licensing teams – SBOM-HQ delivers clear visibility into open source licenses, flags conflicts early, and provides audit-ready compliance reports. Why SBOM-HQ? SBOM-HQ is designed to support software buyers and users, not just software publishers. While most SBOM solutions stop at the software development life cycle, SBOM-HQ goes further. It empowers software consumers to continuously monitor not only what they build, but also what they buy - from design and procurement, through integration, all the way to production in their own data centers. With SBOM-HQ, transparency extends beyond development, delivering visibility and control across the entire software supply chain. To learn more about SBOM-HQ™, register for a free trial at sbomhq.com or contact Eracent today!

Who Is the Company Behind Eracent SBOM-HQ?

  • Seller: Eracent
  • Year Founded: 2000
  • HQ Location: Riegelsville, Pennsylvania
  • Twitter: @eracent
    141 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    69 employees on LinkedIn®

Heeler

Heeler empowers application security teams to shift left with the context they need to reduce noise, accelerate remediation, and move beyond traditional vulnerability management. By combining ASPM, SCA with static and runtime context, and runtime threat modeling, Heeler transforms AppSec programs from reactive firefighting to proactive, scalable security. How Heeler Helps AppSec Teams • Reduce Noise: AppSec teams and developers are drowning in findings. Heeler delivers unified code, runtime, business and security context, reducing alert noise by up to 95%, so teams can focus on critical issues and fix what matters most. • Fix Remediation: Remediation is broken. Most effort is spent reaching a fix—not implementing it. Heeler automates the remediation lifecycle, cutting effort and time, enabling AppSec teams to scale alongside engineering. • Move Beyond Vulnerabilities: With Heeler, continuous runtime threat modeling becomes a reality. Decompose running applications, track changes, compare deployments, and stop risks in real time—all before they reach production. Why Heeler is Essential Modern applications are more complex and dynamic than ever, expanding attack surfaces and making end-to-end security modeling nearly impossible without the right tools. Heeler bridges this gap, addressing the root causes of unscalable AppSec programs: • Lack of Context: Disparate data silos make understanding application behavior and identifying risks challenging. • Labor-Intensive Processes: Without unified context, security efforts are manual, unscalable, and push risk identification too far right. • Firefighting Mode: Security and engineering teams are trapped addressing too many findings and often focus their time on the wrong threats, leaving no bandwidth for secure-by-design initiatives. Key Capabilities • ProductDNA (Unified Context): Automates a real-time service catalog, mapping changesets to deployments and modeling every service with integrated code, runtime, business, and security context. • Runtime Threat Modeling: Enables continuous threat modeling with tools to decompose applications, track changes, compare deployments, and uncover risks in real time. • ASPM: Heeler reduces alert noise by up to 95% and automates remediation workflows, scaling security seamlessly with engineering demands. • SCA with Static and Runtime Context: Combines static and runtime data with business and deployment context, delivering next-gen SCA that prioritizes what matters, strengthens security, and simplifies AppSec workflows. Heeler ensures AppSec teams and developers have the context they need to shift left and build secure-by-design applications—effortlessly.

Who Is the Company Behind Heeler?

Vulnerabilities.io

Based in the UK, vulnerabilities.io is a cybersecurity company founded by a team of experienced security engineers. Established in 2023, our commitment is to helping make security and compliance available for companies of all sizes, not just those with very big budgets. 🚀 Key Features: Vulnerabilities.io is a cybersecurity vulnerability management solution designed to analyse and highlight risks in the software supply chain. It provides a single pane of glass for all the vulnerability information, generates real time Software Bill of Materials (SBOMs) in one click, and has a user-friendly management dashboard. Notably, our contextual risk interpretation feature allows organizations to proactively manage vulnerabilities and make informed decisions based on real-time insights. 💡 The Value We Bring: At vulnerabilities.io, we prioritize practical cybersecurity solutions. We offer users proactive protection by highlighting vulnerabilities before they escalate, allowing you to understand the makeup of your software; dependencies, secrets, licenses, and end-of-life status. It helps ensure global compliance, particularly with new EU and US legislation, and assists businesses in navigating the complexities of cybersecurity vulnerabilities. Our commitment to continuous innovation means that our clients stay ahead of emerging threats, making us a reliable partner for securing your digital landscape. For more detailed information, feel free to contact us or explore our solutions.

Who Is the Company Behind Vulnerabilities.io?