--- title: JFrog Reviews meta\_title: 'JFrog Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 162 reviews by the users' company size, role or industry to find out how JFrog works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 162 scale: '5' date\_modified: '2026-08-10' parent\_category: name: DevOps url: https://www.g2.com/categories/devops --- # JFrog Reviews & Product Details Visit Website 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. * * * Product Website JFrog Seller [JFrog Ltd](https://www.g2.com/sellers/jfrog-ltd) Discussions [JFrog Community](https://www.g2.com/products/jfrog-2024-03-28/discuss) Languages Supported English Solution Type All-in-One Overview by Minal Awasthi (Customer Advocacy) Show More ## Pricing Pricing provided by JFrog. ### PRO $50.00 Per Month [ View More Pricing Information ](https://www.g2.com/products/jfrog-2024-03-28/pricing) ## JFrog Integrations (16) What do users say about integrations? Verified by JFrog [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") AWS Lambda ](https://www.g2.com/products/aws-lambda/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure Pipelines ](https://www.g2.com/products/azure-pipelines/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Bitbucket ](https://www.g2.com/products/bitbucket/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Docker ](https://www.g2.com/products/docker-inc-docker/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Elastic Stack ](https://www.g2.com/products/elastic-stack/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Git ](https://www.g2.com/products/git/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitHub ](https://www.g2.com/products/github/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitLab ](https://www.g2.com/products/gitlab/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Harness Platform ](https://www.g2.com/products/harness-platform/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Informatica API and Application Integration ](https://www.g2.com/products/informatica-api-and-application-integration/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Jenkins ](https://www.g2.com/products/jenkins/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Jira ](https://www.g2.com/products/jira/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Kubernetes ](https://www.g2.com/products/kubernetes/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Visual Studio ](https://www.g2.com/products/visual-studio/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Visual Studio Code ](https://www.g2.com/products/visual-studio-code/reviews) Show More ![Yash R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yash R.") YR Yash R. Teaching Assistant Small-Business (50 or fewer emp.) 6/8/2026 "Enhances Code Security, Needs Improved Performance" 4/5 What do you like best about JFrog? I appreciate that with JFrog, I can search for the latest approved and secure versions of packages, which makes upgrading packages in my projects worry-free concerning security. It's great that I can manage all the builds of my projects in JFrog, and during deployment, access the latest build details easily. Review collected by and hosted on G2.com. What do you dislike about JFrog? JFrog maintains different versions of packages, but it doesn't show which version had what vulnerability and what is fixed in the next version. Also, JFrog takes a lot of time while loading; it could be improved. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? JFrog adds a security layer for my codebase, ensuring only secure and company-approved packages are used, preventing vulnerabilities. It allows easy searching of the latest secure packages and efficient management of all project builds and deployment details. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Saurabh B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Saurabh B.") SB Saurabh B. Software Engineer Enterprise (\> 1000 emp.) 6/12/2026 "Effective Version Management, Needs Improved Pricing" 4/5 What do you like best about JFrog? I find the experience with JFrog fine as of now. I use it for handling images and specifically for taking the immediate made of the newer version and working back, which is helpful for the tasks I do. The initial setup was quite easy and we didn't face any difficulty. Review collected by and hosted on G2.com. What do you dislike about JFrog? Your work on pricing. You can work on a subscription plan, because it is highly expensive for startups, individual developers, and smaller organizations. I want you to make it a smart input for small startups. Also, you can introduce a modern UI in your JSON so that it will be better. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? I use JFrog for managing variables for a newer version of our product, saving data, and adding new engines. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 6/10/2026 "Jfrog- Artifact management" 4.5/5 What do you like best about JFrog? - JFrog Artifactory is a very reliable artifact repos and works with many package types like npm, docker, python and more. - UI is clean and easy to use for daily work. - It integrates well with popular CI/CD tools like Jenkins, GitHub Actions. - Features like caching and high availability help it perform well even for large teams and organizations. - The starting price is reasonable, but enterprise plans can become expensive. - Documentation is helpful, and support is good. - JFrog has strong AI and security features. Xray helps scan ML models and detect security risks Review collected by and hosted on G2.com. What do you dislike about JFrog? - One thing I don't like about Jfrog is that it can feel complex, especially for new users. - The UI is okay but not very modern, and it takes some time to understand all the features. - The pricing can also increase quickly when you add products like Xray and other enterprise features. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? - JFrog helps manage all artifacts in one place instead of using different repo for npm, docker, python and other package types. This is making it easier to manage dependencies and releases across different projects. - For my team, it has helped improve build reliability and made artifact management much simpler. - Features like caching improve build performance, and Xray helps identify security issues early in the development process. Overall, it reduces manual effort, improves security, and helps keep the development process more organized. Review collected by and hosted on G2.com. Show More 6/16/2026 Validated ReviewerIncentivizedSource: G2 invite ![Ankit J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ankit J.") AJ Ankit J. Associate Software Engineer Mid-Market (51-1000 emp.) 7/16/2026 "Best Artifactory for Secure, Safe Deployment Containers" 4.5/5 What do you like best about JFrog? Its the best artifactory for keeping the deployment containers secured and safe. Their AI ML engine js also very great based on the time I have used it for. Review collected by and hosted on G2.com. What do you dislike about JFrog? Nothing as such for my case the supply and chain management is really great and much appreciated in the IT industry asi got to know about this service from my provider. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? Dependency Hell" and Fragmentation: Developers use multiple languages (Python, Java, Go). Managing different packages across separate tools is chaotic. JFrog solves this by acting as a single, universal repository for all package types. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![ELzubair B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ELzubair B.") EB ELzubair B. Backend Developer (Freelance / Remote) Small-Business (50 or fewer emp.) 3/22/2026 "A comprehensive solution for package management and software security" 4.5/5 What do you like best about JFrog? I love JFrog's support for all types of packages, as it acts like a 'joker' and supports more than 30 types of technologies in one place. I am impressed by the proactive security provided by JFrog Xray, which automatically and continuously scans for vulnerabilities, alerting us immediately if a new vulnerability appears. I also appreciate the version and metadata management, where JFrog maintains a complete identity for each file, greatly facilitating error tracking. Additionally, I like the lifecycle automation tool that ensures what has been tested is what will be deployed to the public, along with the very seamless cloud setup that eliminates concerns about infrastructure, and the interface that helps in quickly creating the first repository. Review collected by and hosted on G2.com. What do you dislike about JFrog? The learning curve due to the vastness of the platform and its numerous features causes new users to struggle initially. The problem: The user interface (UI) is filled with complex options and settings. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? I use JFrog to accelerate downloads and support continuity by storing libraries locally and enhancing security by scanning for vulnerabilities and licenses. JFrog helps reduce technical debt with a unified interface and increases confidence with version tracking and automation capabilities. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 inviteAI Translated ![prashanth r.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "prashanth r.") PR prashanth r. Network Development Engineer Enterprise (\> 1000 emp.) 3/18/2026 "Ultimate Safety Net for Large Teams" 5/5 What do you like best about JFrog? I primarily use JFrog Artifactory as a centralized repository manager to handle the lifecycle of my software packages, and it effectively eliminates the friction that slows down a high-stakes development cycle. I love how it serves as the ultimate safety net and speed booster for our entire software supply chain. Thinking of JFrog as a 'safety net' and 'speed booster' isn't just marketing—it literally describes the difference between a smooth release and a weekend spent fixing a broken production environment. It's particularly beneficial when juggling the responsibilities of a Senior Full Stack Developer in a fast-paced environment. JFrog acts as the 'connective tissue' that links my code to my infrastructure, and its key integrations keep my workflow moving smoothly. Review collected by and hosted on G2.com. What do you dislike about JFrog? While I’m a big advocate for JFrog, being a Senior Java Full Stack Developer means I also have to deal with its 'rougher' edges. No tool is perfect, especially one that tries to do as much as the JFrog platform. Based on my experience as a Senior Java Full Stack Developer, there are several technical and workflow-specific areas where I’d like to see JFrog push further. While it’s the backbone of our supply chain here in Seattle, these improvements would significantly reduce the daily 'to-do' list for a senior dev. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? I use JFrog Artifactory as a centralized repository manager, eliminating friction in development cycles and acting as a safety net and speed booster for our software supply chain. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Aastha M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aastha M.") AM Aastha M. Engineer - Platform Team (Developer Experience) Enterprise (\> 1000 emp.) 12/18/2024 "JFrog as a handy DevTool Platform for devops" 4/5 What do you like best about JFrog? Since my earlier experience, I’ve started using JFrog beyond just artifact management. I’ve explored its capabilities around end-to-end CI/CD pipelines, security integrations, and automation workflows, especially while working on more infrastructure and DevOps-heavy tasks. I particularly like how JFrog brings together artifact management, security scanning, and release orchestration into a single platform. Features like Software Bill of Materials (SBOM) and Software Composition Analysis (SCA) have been useful for improving visibility into dependencies and maintaining better security hygiene. Review collected by and hosted on G2.com. What do you dislike about JFrog? While JFrog is powerful, some areas like release bundle distribution and configuration workflows can still feel a bit complex and not very intuitive at first. There’s definitely a learning curve, especially for new users working with advanced DevOps features. Improving UI clarity, onboarding documentation, and simplifying certain workflows would make adoption smoother. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? The security offerings & artifact management are our primary usecases of having JFrog in place to manage it. Review collected by and hosted on G2.com. Show More 3/23/2026 Validated ReviewerIncentivizedSource: G2 invite ![Faiz k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Faiz k.") FK Faiz k. Information Technology Network Support Small-Business (50 or fewer emp.) 3/11/2026 "JFrog Streamlines Artifact Management and CI/CD Integration" 5/5 What do you like best about JFrog? Building on our existing use of JFrog for artifact management and CI/CD, several newer capabilities stand out: AI Model Governance is a big one. JFrog AI Catalog lets teams identify and access AI models approved for use within their org, with governance controls over AI added to applications JFrog — essential as AI adoption accelerates across teams. Shadow AI Detection adds visibility we didn't have before. It gives enterprises control over unmanaged AI models and API usage, guarding against security and compliance risks from uncontrolled AI adoption. JFrog Auto-remediation is a real time-saver. JFrog can now automatically replace risky packages with approved compliant versions JFrog, reducing manual triage significantly. Proven ROI makes the investment easy to justify. A Forrester study found the platform delivered 282% ROI and saved 38 hours per developer on onboarding. Review collected by and hosted on G2.com. What do you dislike about JFrog? Beyond the earlier feedback on complexity and pricing, a few additional areas stand out: UI Cohesion — As JFrog adds products like AppTrust, AI Catalog, and Advanced Security, the experience between modules still feels disjointed. A more unified interface would help daily usability. Pricing Transparency — It's not always clear which newer features are included in existing plans versus requiring upgrades, making budgeting harder for smaller teams. Documentation for Advanced Use Cases — Complex setups like multi-repo configurations or custom SBOM workflows often require piecing together answers from community forums rather than official docs. Uptrust Timeline — JFrog's supply chain trust product isn't expected until September 2026 Investing.com, leaving a gap for teams who need those capabilities now. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? JFrog solves the challenge of managing and distributing software artifacts by providing a centralized repository. It helps track versions, manage dependencies, and integrate with CI/CD pipelines, which improves collaboration and speeds up the software delivery process. Review collected by and hosted on G2.com. Show More 3/15/2026 Validated ReviewerIncentivizedSource: G2 invite ![SUMAN K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SUMAN K.") SK SUMAN K. Software Developer Computer Software Mid-Market (51-1000 emp.) 7/16/2026 "JFrog Excels for CI/CD, Vulnerability Scanning, and Software Distribution" 4/5 What do you like best about JFrog? JFrog works best when you need CI/CD or want to scan your entire software for vulnerabilities. Our team has been using it for those purposes, and also for managing software distribution. Review collected by and hosted on G2.com. What do you dislike about JFrog? I mainly face two major issues: first, the pricing; and second, it takes a lot of resources to run. Also, there’s a pretty steep learning curve for newcomers. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? The best things it helps us achieve are high availability and local caching. And by using CI/CD, it also helps us deploy faster than any other available options. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Ugnius A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ugnius A.") UA Ugnius A. ServiceNow Developer Enterprise (\> 1000 emp.) 3/4/2026 "Streamlined Dependency Management with Robust Features" 4/5 What do you like best about JFrog? I use JFrog mainly as an artifactory for Docker images and npm packages. I love its universal package management, and my favorite feature is virtual repositories, which provide my team with a single URL for all our dependencies. I really appreciate how well JFrog integrates with the rest of our 2026 stack, especially GitHub Copilot. JFrog's curation is excellent for blocking malicious zero-day packages before they can even hit our local cache. Using the JFrog app for GitHub, I can link my source code directly to the final binary, making traceability automatic. The 2026 stack integration allows me to see security alerts directly in my IDE, so I don't have to switch to a dashboard. Lastly, the technical setup through Docker was a breeze. Review collected by and hosted on G2.com. What do you dislike about JFrog? I dislike the false positives and high entry fee. The configuration setup was a bit of a maze. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? I use JFrog to prevent outages by caching dependencies and solving 'worked on my machine' issues with binary linking to commits. It integrates well with my stack, blocks malicious packages, and streamlines dependency management with virtual repositories. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about JFrog? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about JFrog ](https://www.g2.com/products/jfrog-2024-03-28/discussions/new) GU Guest User What are the benefits and challenges of using JFrog for managing your software supply chain? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-are-the-benefits-and-challenges-of-using-jfrog-for-managing-your-software-supply-chain) [ View all Discussions ](https://www.g2.com/products/jfrog-2024-03-28/discuss) ## Pricing Options Pricing provided by JFrog. ### PRO $50.00 Per Month ### Enterprise X Starting at $950.00 Per Month ### Enterprise + Contact Us Per Year [ View More Pricing Information ](https://www.g2.com/products/jfrog-2024-03-28/pricing) JFrog Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_e302089cb2ec04afbf8b2931afed2991/cloudsmith.png "Product Avatar Image") Cloudsmith 4.5/5(44) [ Compare Now ](https://www.g2.com/compare/cloudsmith-vs-jfrog-2024-03-28) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_8b8dd4e388fe65253c03b4ef60b2831a/sonatype-nexus-repository.png "Product Avatar Image") Sonatype Nexus Repository 4.5/5(23) [ Compare Now ](https://www.g2.com/compare/jfrog-2024-03-28-vs-sonatype-nexus-repository) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_6b3998996250b9ce3cea95f0b560f48b/harbor.jpg "Product Avatar Image") Harbor 4.6/5(14) [ Compare Now ](https://www.g2.com/compare/harbor-vs-jfrog-2024-03-28) ##### ##### JFrog Features Functionality Deployment-Ready Staging Integration Package Management Processes Pipeline Control Continuous Deployment Management Processes and Workflow Automation Package Access Control [ View More Features ](https://www.g2.com/products/jfrog-2024-03-28/features) ## 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