--- title: JFrog Reviews meta\_title: 'JFrog Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 161 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: 161 scale: '5' date\_modified: '2026-08-11' 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 ![Subhashree S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Subhashree S.") SS Subhashree S. Developer Enterprise (\> 1000 emp.) 5/29/2026 "JFrog Simplifies Artifact Management for Organized, Reliable Deployments" 4.5/5 What do you like best about JFrog? What I like best about JFrog is how it simplifies the entire artifact management process in one place. Managing dependencies, builds, and releases becomes much more organized and reliable, especially when working across multiple environments and teams. It reduces a lot of manual effort and helps keep deployments consistent. Review collected by and hosted on G2.com. What do you dislike about JFrog? One challenge with JFrog is managing repository storage as artifacts grow over time. However, implementing automated cleanup policies and regular monitoring helps keep repositories organized, optimize storage usage, and maintain smooth CI/CD performance. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? It helps solve challenges related to artifact management, dependency control, and software release reliability in DevOps environments. It centralizes binaries, packages, and build artifacts in one place, making deployments more organized and consistent across teams. This has helped improve build reliability, simplify version tracking, and reduce issues caused by dependency mismatches. It also supports faster CI/CD workflows and provides better traceability for both modern and legacy applications, making release management more efficient and secure. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Juzar A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juzar A.") JA Juzar A. Freelance Artificial Intelligence Developer Toptal Small-Business (50 or fewer emp.) 8/7/2026 "Versatile Package Management with Reliable Dependency Handling" 4/5 What do you like best about JFrog? I use JFrog Artifactory as the central place for all our build artifacts and Docker images. The universal support for basically every package type, like Docker, npm, and PyPI, is great because we're not juggling different tools for different formats. I love how it stops our artifacts from being scattered across random registries and everything is now in one versioned place, which makes tracing a broken build much easier. The way it proxies and caches our external dependencies has saved us during public registry outages, and its vulnerability scanning is a nice bonus. Xray's vulnerability and license scanning features are valuable because it runs automatically, saving us from manual audits. The setup for remote/virtual repositories effectively handles proxying and caching, preventing builds from breaking during registry hiccups. The REST API integration into our CI pipelines was smooth and hassle-free. Overall, JFrog stays out of the way, and once it's set up, I don't really think about it, which is the highest compliment I can give infrastructure. Review collected by and hosted on G2.com. What do you dislike about JFrog? The admin and permission side can get clunky. Setting up repo permissions across multiple teams and projects took more trial and error than I expected, and the UI for that part feels a little dated compared to how polished the rest of the platform is. Storage costs also crept up faster than we anticipated once we started keeping more Docker image versions around. Adding to that, onboarding new people onto it is not super intuitive. There's a real learning curve before someone feels comfortable navigating repos and permissions on their own. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? JFrog stops us from having artifacts scattered across registries, centralizing everything for easy tracing of builds. It shields us from public registry outages and rate limits, saving time. The vulnerability scanning with Xray is invaluable for our AI pipelines, and its universal package support simplifies our workflows. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Manufacturing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Manufacturing") UM Verified User in Manufacturing Enterprise (\> 1000 emp.) 8/6/2026 "Centralized Artifact Management That Streamlines CI/CD" 5/5 What do you like best about JFrog? What I like most about JFrog is its centralized artifact management and its seamless integration with CI/CD pipelines. It offers a dependable way to store, manage, and distribute binaries across development teams, while also strengthening traceability and security. I also appreciate the user-friendly interface, the automation features, and the support for multiple package types, which together help streamline software delivery and improve overall development efficiency. Review collected by and hosted on G2.com. What do you dislike about JFrog? One area where JFrog could improve is the learning curve for new users. Some advanced features and repository configurations can be complex to understand initially. Additionally, troubleshooting permission issues or repository settings can sometimes require more detailed documentation and administrative support. 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 and dependencies across the development lifecycle. It provides a centralized repository that helps ensure build consistency, version control, and traceability. For our team, this has streamlined CI/CD processes, reduced dependency-related issues, improved release reliability, and made it easier to manage and secure software packages across multiple projects and environments. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Vivek K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vivek K.") VK Vivek K. Enterprise (\> 1000 emp.) 8/6/2026 "Universal Package Management Simplified with JFrog" 4/5 What do you like best about JFrog? I like the universal package management feature of JFrog, as it really makes life easier for us. We were pushing Docker images, Helm charts, Maven artifacts, and packages, and having a centralized system saves us a lot of time and configuration overhead. Furthermore, the initial setup was pretty easy, thanks to the help from the professional services and onboarding teams. Review collected by and hosted on G2.com. What do you dislike about JFrog? I think there is room for improvement in the areas of permission and onboarding. The permission targets and the role-based access control models are powerful but can be overly complex sometimes, making managing permissions a bit complicated. The UI responsiveness could also be better. Additionally, I find the pricing for smaller teams to be an issue. The cost difference between basic usage and enterprise functionality is hard to justify, particularly for smaller teams, and I think this could be looked into by the CFO. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? I rely on JFrog for universal package management. It centralizes docker images, home charts, and Maven artifacts into a single source, eliminating manual tasks and multiple registry tools, saving a lot of configuration overhead and simplifying our work. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite PJ Prince J. yfguy Mid-Market (51-1000 emp.) 8/7/2026 "Effective Artifact Management but User Interface Needs Improvement" 4/5 What do you like best about JFrog? I use JFrog mainly for enterprise artifacts management, especially within DevOps and CICD environments. I like the straightforward representative management which makes it easier to maintain different versions of artifacts and control access across different teams. I appreciate that the integration in our pipeline supports automation, as well as artifact upload, download, and deployment processes. The driver tokens make artifact management and integration interesting. Overall, using JFrog has been a strong solution for time management and logs, especially in a DevOps setting. Review collected by and hosted on G2.com. What do you dislike about JFrog? I find the user interface and overall user experience lacking at times, especially when I work with a large number of repositories and artifacts. Better search filtering, visibility into artifacts, and lifecycle management would make the experience even 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 enterprise artifacts in DevOps and CICD environments. It streamlines artifact upload, download, and deployment while simplifying version control and team access. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Arkajit D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Arkajit D.") AD Arkajit D. Chief Technology Officer Information Technology and Services Mid-Market (51-1000 emp.) 5/11/2026 "Efficient, Scalable Artifact Management That Streamlines the Software Delivery Lifecycle" 4/5 What do you like best about JFrog? The thing that I appreciate most about JFrog is its efficiency in managing artifacts, distributing software, scanning for security vulnerabilities, and handling DevOps practices in one single platform without adding any extra operational complexity. In rapidly scaling engineering setups, where there is constant creation, deployment, and management of cloud-based applications from multiple engineering teams, having control over software packages, their dependencies, and the release pipelines has been a challenge. JFrog has been immensely useful for streamlining and improving the entire software delivery lifecycle. The ability to manage artifacts and packages via JFrog Artifactory stands out as one of the main advantages for me. Performance and scalability have also been strong in my experience, particularly when handling large-scale artifact storage, container registries, and high-frequency deployment pipelines. Review collected by and hosted on G2.com. What do you dislike about JFrog? Dislikes about JFrog include its complexity to be configured and managed in large environments with customized CI/CD workflows. In other words, while the platform is indeed very useful and powerful in enterprise DevOps and artifact management use cases, at times it could be somewhat complicated to set up. One particular difficulty I've encountered is the necessity to understand various aspects of repository management, including permission handling, pipeline integration, and software supply chains. It becomes somewhat burdensome to onboard engineers into using the platform if there are not so many of them or their background is somewhat simple. In terms of usability and user experience, one might say that the platform is very efficient and offers lots of opportunities but some administrative functions may come as challenging. Namely, working with multiple repositories, access controls, and distributed environments at once can require certain skills and experience. Finally, I would mention some of the difficulties I had with some of the integrations and automation processes. While JFrog works excellently within different CI/CD ecosystems in general, it might take some effort to make the most out of advanced workflow configurations and automations. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? In the past, our development process had an inefficient workflow of artifact storage, dependency management, and CI/CD pipeline. As applications were delivered on cloud, microservice, container, and cross-team levels, it was very hard to maintain transparency and governance of software packages and releases. The biggest advantage I found with JFrog is its ability to manage artifacts and packages through JFrog Artifactory. Previously, we had to manage different repositories and track dependencies manually, but now it’s way more organized. It's pricing is also balanced. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerSource: G2 invite ![Chaitya M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Chaitya M.") CM Chaitya M. Software Engineer Mid-Market (51-1000 emp.) 7/25/2026 "JFrog Makes Software Delivery More Efficient" 4.5/5 What do you like best about JFrog? What I like best about JFrog is its support for multiple package types and its centralised artifact management. It makes it easy to store, organise, and share artifacts across different projects from a single platform. The built-in security scanning is also very useful, as it helps detect vulnerabilities early. Overall, JFrog simplifies the software delivery process and integrates well with modern CI/CD pipelines. Review collected by and hosted on G2.com. What do you dislike about JFrog? One downside of JFrog is that it has a steep learning curve, especially for new users. Setting up repositories, permissions, and integrations can take some time if you're not familiar with the platform. It can also feel overwhelming due to the number of features available, and troubleshooting configuration issues isn't always straightforward. However, once everything is set up, it becomes much easier to manage. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? JFrog helps us manage all our software artifacts in one central place, making it easier to store, version, and distribute packages across different environments. It also improves our CI/CD process by integrating smoothly with build and deployment tools. The built-in security scanning helps identify vulnerabilities early, reducing risks and saving time during releases. Overall, it makes software delivery more organised, secure, and efficient. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Nijat I.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nijat I.") NI Nijat I. Full-stack Developer Information Technology and Services Small-Business (50 or fewer emp.) 5/7/2026 "JFrog Centralized Our Artifacts and Streamlined CI/CD" 4.5/5 What do you like best about JFrog? JFrog work well for me.Mainly because I noticed a lot of improvement in our build and deployment process due to the centralization of all resources. We had different artifacts and different version numbers of packages before, which created confusion regarding which build to use. In JFrog, I was able to upload all artifacts in a single place and link them to my CI/CD processes. Also, the repositories used here included build packages as well as container images, and I found it very easy to troubleshoot any issues with the deployed build by referring to the version history. Review collected by and hosted on G2.com. What do you dislike about JFrog? The first configuration was a lot harder for me to configure than anticipated. I still vividly recall spending hours comprehending the organizational structure of repositories, permissions, and the classification of various packages. As soon as I began to have many repositories, it took consistent effort on my part to maintain their organization or else they would easily get disorganized. I further realized that there were portions of the interface that were not as user-friendly as I would expect them to be, such as switching from one repository to another or dealing with access problems. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? Prior to using JFrog, the builds and dependencies were done in an uncontrolled fashion that led to problems with consistent versions and reliable deployments. There were instances where the various environments had different packages causing the debugging process to be much more difficult than it ought to have been. The use of JFrog for artifact management made it easy to keep track of the deployed version as well as its origin point. This made it possible to avoid deployment errors that could have easily occurred otherwise. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Sunku S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sunku S.") SS Sunku S. Software Engineer I Enterprise (\> 1000 emp.) 7/14/2026 "Strong JFrog Ecosystem for Security and CI/CD Automation" 4.5/5 What do you like best about JFrog? JFrog has a strong ecosystem, and a lot of developers use it. It’s no longer just a package manager; it has also become a security system and a CI/CD automation platform. Review collected by and hosted on G2.com. What do you dislike about JFrog? As far as I know, JFrog is very good at many things, but one area that still feels difficult is the steep learning curve during the initial setup. That early complexity can make it harder for new learners to get started and learn the tool quickly. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? One of the key business problems JFrog solves is managing open-source software security risks. It serves as a central source of truth for all dependencies, both internal and external, supported by strong governance mechanisms and continuous security scanning. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Rahul D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rahul D.") RD Rahul D. Software Engineer Mid-Market (51-1000 emp.) 7/15/2026 Business partner of the seller or seller's competitor, not included in G2 scores. "Scalable Artifact Management with Strong Security Scanning and CI/CD Integration" 4.5/5 What do you like best about JFrog? I like JFrog most for its artifact management and security scanning. It makes handling binaries smooth, integrates well with CI/CD pipelines, and adds strong, reliable vulnerability checks for DevOps teams, even though it can feel a bit complex for beginners. In short: scalable, secure, and integration-friendly. Review collected by and hosted on G2.com. What do you dislike about JFrog? I dislike that JFrog can feel complex to use for beginners, with a steep learning curve. Its pricing is also on the higher side compared to alternatives, and some users find the reporting features limited when it comes to advanced analytics. Review collected by and hosted on G2.com. What problems is JFrog solving and how is that benefiting you? JFrog helps solve the challenge of managing artifacts across the software lifecycle. Rather than dealing with scattered binaries and dependencies, it offers a centralized repository that keeps everything organized, tracked, and properly versioned. It also addresses security vulnerabilities by scanning artifacts and containers, which supports safer releases. In addition, its CI/CD integration streamlines pipelines, cutting down on manual work and helping teams deliver faster. Overall, the result is smoother DevOps workflows, fewer security risks, and quicker, more reliable software releases. 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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