--- title: JFrog Reviews meta_title: 'JFrog Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 153 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: 153 scale: '5' date_modified: '2026-07-21' parent_category: name: DevOps url: https://www.g2.com/categories/devops --- # JFrog Reviews **Vendor:** JFrog Ltd **Category:** [DevOps Platforms](https://www.g2.com/categories/devops-platforms) **Average Rating:** 4.2/5.0 **Total Reviews:** 153 ## About JFrog 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. ## JFrog Pros & Cons **What users like:** - Users appreciate the **comprehensive integration and multi-format support** of JFrog, streamlining their DevOps processes effectively. (18 reviews) - Users appreciate JFrog's **centralized artifact management** , enhancing efficiency in storing and tracking components across environments. (14 reviews) - Users value the **seamless deployment integration** of JFrog, enhancing CI/CD pipelines and security management effectively. (13 reviews) - Users value the **seamless integrations** of JFrog, enhancing their CI/CD processes across various package formats. (12 reviews) - Users value the **easy integrations** of JFrog with various tools, enhancing their CI/CD workflows seamlessly. (11 reviews) - Users appreciate the **robust security measures** of JFrog, enhancing compliance and protection for their binaries. (11 reviews) - Users value the **seamless CI/CD integration** of JFrog, enhancing efficiency in their DevOps workflows. (10 reviews) - Users value the **seamless integration support** of JFrog, facilitating effortless migrations and workflow automation. (10 reviews) - CD Tools (9 reviews) - Users find JFrog's **user-friendly interface** and centralized repository enhance efficiency and simplify package management. (9 reviews) **What users dislike:** - Users find JFrog's platform to be **overly complex** , requiring significant training to navigate its extensive features effectively. (9 reviews) - Users find JFrog to be **expensive** , with costs posing challenges for smaller teams and individual developers. (8 reviews) - Users often face a **steep learning curve** with JFrog, requiring significant time to master its complexity. (8 reviews) - Users find the **difficult learning curve** of JFrog requires extensive training to navigate its complex features effectively. (7 reviews) - Users find JFrog to have a **steep learning curve** , requiring significant time and effort to reach proficiency. (7 reviews) - Users face **performance issues** with JFrog, noting slow system responses and sudden service downtimes during high resource usage. (6 reviews) - Users express concern over **pricing issues** , citing a lack of transparency and unexpected costs with JFrog. (6 reviews) - Users find the **complex setup** of JFrog challenging, especially for those unfamiliar with its extensive tools. (5 reviews) - Confusing Interface (5 reviews) - Difficult Setup (4 reviews) ## JFrog Reviews ### 1. Perplexing Engineering **Rating:** 2.0/5.0 stars **Reviewed by:** Harsh Vardhan C. | Technical Account Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** August 18, 2025 **What do you like best about JFrog?** 1. The unification of all the requirements for a DevOps team 2. Ability to support various out-of-the-box registry support **What do you dislike about JFrog?** 1. It is difficult to get started and understand how to use CLI from your local environment to the cloud 2. Cloud Pro account requires business email but logging in from Github works with personal account (perplexing access policies) 3. JFrog CLI is separately downloadable and configurable, the use of which remains a big mystery since we can use cURL to do pretty much everything in Artifacts (again perplexing strategy) 4. Setting multiple Repositories is required for simple task of pulling packages from public registries **What problems is JFrog solving and how is that benefiting you?** Caching the public registries for speeding up the SDLC ### 2. My JFrog Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Sandeep B. | Deployment Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 21, 2025 **What do you like best about JFrog?** 1. Provides end-to-end automation by integrating with Kubernetes, Helm, Terraform, and other DevOps tools. 2. Supports hybrid cloud environments and is offered as SaaS or on-premises. 3. Easily integrates with Jenkins, GitHub Actions, and other CI/CD tools to manage artifacts. 4. Stores build artifacts in a centralized, versioned including Docker images. 5. Supports a variety of package formats Maven, Gradle, and npm. 6. Serves as a private Docker registry for safely managing and storing container images. **What do you dislike about JFrog?** 1. High Time taking for integration for the first time. 2. Comparatively high cost with other of same type 3. Customer support delays sometimes **What problems is JFrog solving and how is that benefiting you?** The main things I use: 1. Artifact management in on-prem and cloud. 2. Storing artifacts in repos of jfrog 3. Seamless Integration with CICD 4. Global Federation with all other jfrog deployments ### 3. JFrog Xray Stands Out Among DevOps Tools **Rating:** 4.0/5.0 stars **Reviewed by:** Miguel R. | Solution Specialist , Small-Business (50 or fewer emp.) **Reviewed Date:** March 13, 2026 **What do you like best about JFrog?** JFrog Xray have not seen that in actio i nother dev ops softwares **What do you dislike about JFrog?** not a lot of people know about it, it should have more reach **What problems is JFrog solving and how is that benefiting you?** stream line ci/cd deployment and artifact management ### 4. DevOps **Rating:** 4.5/5.0 stars **Reviewed by:** Abdel-Hakim A. | DevOps Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2025 **What do you like best about JFrog?** JFrog Artifactory provides a centralized, reliable, and scalable solution for managing artifacts across all stages of the software development lifecycle. I especially appreciate its support for multiple package types, seamless integration with CI/CD pipelines, and robust REST APIs that enable automation and DevOps best practices. The addition of JFrog Xray for security and license compliance is also a major advantage for maintaining secure and compliant releases. **What do you dislike about JFrog?** While JFrog offers powerful features, it can be complex to set up and manage, especially in multi-environment or hybrid cloud setups. The user interface, though improved, can still feel unintuitive at times. Additionally, the pricing model may not be cost-effective for small teams or organizations with basic artifact management needs. **What problems is JFrog solving and how is that benefiting you?** JFrog is solving the challenge of managing and securing software artifacts across multiple teams and environments. It provides a centralized repository for storing Docker images, Helm charts, and other build artifacts, ensuring consistency, traceability, and version control across the CI/CD pipeline. With JFrog Xray, it also addresses security and license compliance by scanning artifacts for vulnerabilities before deployment. This improves our software delivery speed, strengthens security posture, and enhances collaboration between development and operations teams. ### 5. My Go-To Artifactory **Rating:** 4.0/5.0 stars **Reviewed by:** Sandeep B. | Site Reliability Engineer, Computer & Network Security, Enterprise (> 1000 emp.) **Reviewed Date:** June 18, 2025 **What do you like best about JFrog?** Most Things I Like Includes: 1. Supports all major package types: Maven, npm, Docker, PyPI, NuGet, Helm, Go, and gz 2. Integrates with CI/CD tools and deployment systems. 3.Keeps track of all versions of artifacts and rollback support. 4. Very good access control. 5.Designed for large-scale enterprise use. 6.Available on-prem, in the cloud, or as a hybrid solution. 7. Automate everything from artifact uploads to repository management. **What do you dislike about JFrog?** 1. integration issues in the begining 2. performance issues sometimes 3. time taken to leaning is high **What problems is JFrog solving and how is that benefiting you?** 1. Artifactory management 2. Docor Repository 3. Package management 4. Version control for some external zip files and many ### 6. JFrog for devops **Rating:** 4.0/5.0 stars **Reviewed by:** Baswaraj B. | Systems Administrator - DevOps, Enterprise (> 1000 emp.) **Reviewed Date:** June 25, 2025 **What do you like best about JFrog?** Manages all major package types. Scans for vulnerabilities across your artifacts. Easy to use. Works with Jenkins, GitHub Actions and other cicd. Available on-prem, in the cloud, suitable for all types of deployments. Tracks metadata, dependencies, and environment details for every build. **What do you dislike about JFrog?** Takes lot of time for initial setup. Need to invest much time to learn about how things works in jFrog. Complex to work compared to other tools **What problems is JFrog solving and how is that benefiting you?** 1. Artifact management is the mostly used feature. 2. Container images repository. 3. Package management. 4. Backup repository for container images. 5. For federating other repositories. ### 7. Comprehensive artifact management for DevOps pipelines **Rating:** 4.0/5.0 stars **Reviewed by:** Nancy M. | Audit & Risk Management/Brand Management /Business Technology, Mid-Market (51-1000 emp.) **Reviewed Date:** September 09, 2025 **What do you like best about JFrog?** JFrog provides a centralized platform to manage artifacts efficiently, ensuring that software components are stored, tracked, and shared securely across development and production environments. **What do you dislike about JFrog?** The platform’s advanced artifact management and DevOps integrations can be overwhelming. New users often require extensive training to fully utilize all functionalities effectively. **What problems is JFrog solving and how is that benefiting you?** JFrog provides a single platform to store, track, and manage all software artifacts. This solves the problem of scattered binaries, reduces version conflicts, and ensures that development, testing, and production environments use consistent components. ### 8. Overhyped, barely bets the job done. **Rating:** 3.5/5.0 stars **Reviewed by:** Yash P. | Software engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 09, 2025 **What do you like best about JFrog?** It does what it claims to ie managing artifacts and repos. Have support of wide range of packages. **What do you dislike about JFrog?** The interface is very cluttering, have way too many features which creates a mess and complicate things **What problems is JFrog solving and how is that benefiting you?** It was suppose to help us unify our entire system like repos and microservices. ### 9. High scalability for enterprise environments **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Gambling & Casinos | Mid-Market (51-1000 emp.) **Reviewed Date:** September 29, 2025 **What do you like best about JFrog?** JFrog scales efficiently to accommodate large teams, high build volumes, and multiple projects, making it suitable for organizations of all sizes. **What do you dislike about JFrog?** High resource consumption on self-hosted deployments.On-premises installations require significant server resources and storage, which is costly and difficult to maintain for us. **What problems is JFrog solving and how is that benefiting you?** JFrog automatically manages dependencies between packages, reducing the need for manual intervention. This speeds up build processes, ensures accurate compilation, and decreases the risk of broken builds. ### 10. Jfrog Review **Rating:** 5.0/5.0 stars **Reviewed by:** Anand N. | Blockchain DevOps Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** December 18, 2024 **What do you like best about JFrog?** It is easy to manage because Jfrog provides centralised repository for my artifacts. As I am a devops engineer it helps me in integrating with CI/CD tools also and the implementation is also easy and it supports wide range of packages and it is good in scalability and also highly avaialable making it suitable for my complex projects. I frequently use this tool in my daily working life. **What do you dislike about JFrog?** Jfrog user interface can be more user friendly **What problems is JFrog solving and how is that benefiting you?** It is helping me by storing my all artifacts at one place and also It has multi-cloud support and It is very efficient to use as container registry in using CI/CD pipelines for automation. This tool helps me in daily working with maintaining the artifacts. ### 11. Great environment for Networking and Knowledge Sharing **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 17, 2025 **What do you like best about JFrog?** The event was organised by so nicely, that I would love to come back again. **What do you dislike about JFrog?** Nothing much really. In fact it was great. **What problems is JFrog solving and how is that benefiting you?** Repository Management, SCA, DevOps ### 12. One of the best Artifactory that i use as a Devops Engineer **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 13, 2025 **What do you like best about JFrog?** me as a devops engineer where i need to store, manage, and serve build artifacts and dependencies in DevOps and CI/CD workflows. and JFROG is the best software that i have used. must recomended **What do you dislike about JFrog?** the UI has two many options it might be overwhelming to new users **What problems is JFrog solving and how is that benefiting you?** JFrog helps me keep all my build artifacts organized in one place, which makes my deployments more consistent and reliable. Before, we struggled with version mismatches and slow builds — now everything is traceable and cached, so it saves us time and reduces headaches. It also makes it easier to promote builds between environments without rebuilding from scratch ### 13. Full Software Distribution Pipeline **Rating:** 4.5/5.0 stars **Reviewed by:** Ajay P. | Production Service Engineer - 2, Mid-Market (51-1000 emp.) **Reviewed Date:** June 16, 2025 **What do you like best about JFrog?** I don’t know anyone who offers distribution, access, multi site replication at a single place. **What do you dislike about JFrog?** Artifactory Service would go down with no notice couple of times. **What problems is JFrog solving and how is that benefiting you?** I use it store JAR to containers, Python and NodeJs modules at one place only. Artifactory is very helpful. ### 14. Jfrog review by Jannatul **Rating:** 4.0/5.0 stars **Reviewed by:** Jannatul H. | Senior Cloud Developer, Enterprise (> 1000 emp.) **Reviewed Date:** December 18, 2024 **What do you like best about JFrog?** Best about Jfrog is security of its platform due to which I feel most secure platform to store the artifacts. **What do you dislike about JFrog?** Least helpful if you want to use it as CICD tool compared Gitlab. Dislike about is the pricing model **What problems is JFrog solving and how is that benefiting you?** Problems solved by Jfrog is software packaging and sharing the artifacts with the end user in most secured way ### 15. Once again, JFROG has totally tanked my artifactory account **Rating:** 0.0/5.0 stars **Reviewed by:** Billy M. | CTO and Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** December 30, 2024 **What do you like best about JFrog?** When it works, its OK. Reasonable integration with gradle. **What do you dislike about JFrog?** They keep changing policies, pricing, features --> mostly trying to drive you to pay them more money. **What problems is JFrog solving and how is that benefiting you?** Sharing JAR files with all our teams and outside vendors ### 16. Best for Artifact Storage **Rating:** 5.0/5.0 stars **Reviewed by:** Giridharan U. | Technical Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** September 11, 2024 **What do you like best about JFrog?** It was very easy to implment the Artifact storage solution for our Docker products and NPM packages. We had a seamless integration and migration from Artifactory to Jfrog. **What do you dislike about JFrog?** The pricing was not transparent initially and initially we expected more help from the customer support. **What problems is JFrog solving and how is that benefiting you?** Fast Storage and Retrival of Packages. Security analysis along with the Artifact Storage. **Official Response from Minal Awasthi:** > Thank you for the review and we hope to continue to provide you value! ### 17. JFrog Artifactory User Review **Rating:** 3.0/5.0 stars **Reviewed by:** Vimal A. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 21, 2023 **What do you like best about JFrog?** Jfrog's interface is very user-friendly and it is much reliable to securely store and distribute binary files. The tracking and versioning along with its robust security measures enhanced our workflow efficiency. **What do you dislike about JFrog?** Some features are bit complex to set up initially and their pricing is bit higher comparitively. Some advanced features requires higher resource, so it is affecting the system performance in large scale environment. **What problems is JFrog solving and how is that benefiting you?** It helps me to organize and manage our software files more efficiently and it enhances security to our files with JFrog we can control who has access to what it ensures our software is safe. **Official Response from Devin Hood:** > We're glad to hear that you find JFrog's interface user-friendly and reliable for securely storing and distributing binary files. We understand that some features may be complex to set up initially, and we are continuously working to improve the user experience. Regarding pricing, we strive to provide value for the investment, and we appreciate your feedback on this. We are committed to addressing performance concerns in large-scale environments. Thank you for sharing your experience with us. ### 18. Efficient Artifact Management with JFrog" **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Mid-Market (51-1000 emp.) **Reviewed Date:** October 22, 2023 **What do you like best about JFrog?** Jfrog is the best artifact Lifecycle management solution I've ever used, it is fast and reliable, and the configuration is straightforward and very fast to get things done. **What do you dislike about JFrog?** While JFrog is a powerful tool, there are areas for improvement: Pricing: JFrog's pricing can be on the higher side for small to medium-sized businesses. It would be great to see more budget-friendly plans or options for startups. Learning Curve: For beginners, JFrog Artifactory may have a learning curve due to its extensive feature set. Improved onboarding resources and documentation would be helpful. **What problems is JFrog solving and how is that benefiting you?** JFrog's efficient artifact storage and retrieval system ensures that developers have access to the correct versions of dependencies. This results in fewer issues related to incorrect or missing artifacts and improves development productivity. ### 19. JFROG Review **Rating:** 4.5/5.0 stars **Reviewed by:** Yati R. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 24, 2023 **What do you like best about JFrog?** Jfrog is a good vendor support tool. Here we can modify and store large artifacts. **What do you dislike about JFrog?** Too complex sometimes. Difficult to showcase issues to jfrog vendors. **What problems is JFrog solving and how is that benefiting you?** It solves variety of problems like handeling complex data, permission targets etc. We are using JFROG tool in my company. And we work in managing artifactory tool. ### 20. Easy to use, easy to set up **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Mid-Market (51-1000 emp.) **Reviewed Date:** October 09, 2023 **What do you like best about JFrog?** I like using JFrog as it is easy to use and set up. Once that process is finished, I can download packages on the daily without having to go through additional steps to reauthenticate my packages. **What do you dislike about JFrog?** I have nothing to dislike about jFrog at this time. **What problems is JFrog solving and how is that benefiting you?** JFrog solves the security aspect of having packages that are company private and need to distributed throughout multiple timezones **Official Response from Devin Hood:** > Love it - thanks for the review and we hope to continue to provide you value. ### 21. JFrog : The core of DevOps automation **Rating:** 4.0/5.0 stars **Reviewed by:** Shrinivas S. | Senior Engineering Lead, Enterprise (> 1000 emp.) **Reviewed Date:** January 01, 2023 **What do you like best about JFrog?** Some benefits of using the JFrog platform include: 1. Efficient dependency management: Artifactory helps to reduce the time and effort required to resolve and manage dependencies for your builds. It acts as a cache for external dependencies, so you don't have to download them repeatedly from external sources. 2. Improved build speeds: By using a local repository manager such as Artifactory, you can significantly improve the speed of your builds. 3. Enhanced security: Artifactory includes fine-grained permissions and access control, which can help secure your artefacts and ensure that only authorised users have access. 4. Simplified deployment: The JFrog platform includes tools such as Bintray and Xray that can help streamline distributing and deploying your artefacts. 5. Better traceability: Artifactory tracks all deployments and resolves dependencies, making it easier to understand how your artefacts are being used and trace any issues that may arise. 6. Improved collaboration: The JFrog platform makes it easier for teams to collaborate and share artefacts, improving communication and productivity. **What do you dislike about JFrog?** One potential downside of using the JFrog platform is its cost. The cost of a subscription to JFrog's tools depends on the number of users and the support you require. Still, it can be cost-prohibitive for smaller organisations or individual developers. Another potential issue is that the JFrog platform is complex and can have a steep learning curve. It includes a range of tools and features, and it may take some time to become proficient. Finally, the JFrog platform requires a dedicated server, which can be an additional overhead for some organisations. This may not be a problem for larger companies that already have the infrastructure, but it could be a challenge for smaller organisations or individual developers. **What problems is JFrog solving and how is that benefiting you?** The JFrog platform is designed to help organisations manage and deploy binary artifacts and their dependencies more efficiently. It can help to streamline the build and release process, reduce the time and effort required to resolve dependencies, and improve the speed and security of deployments. Some specific business problems that the JFrog platform can help to solve include: 1. Reducing build times: By using a local repository manager such as Artifactory, you can significantly improve the speed of your builds by avoiding the need to download dependencies from external sources repeatedly. 2. Improving collaboration: The JFrog platform makes it easier for teams to share artifacts and collaborate, improving communication and productivity. 3. Enhancing security: Artifactory includes features such as fine-grained permissions and access control, which can help secure your artifacts and ensure that only authorized users have access. 4. Simplifying deployment: The JFrog platform includes tools such as Bintray and Xray that can help streamline distributing and deploying your artifacts. 5. Providing better traceability: Artifactory tracks all deployments and resolves dependencies, making it easier to understand how your artifacts are being used and trace any issues that may arise. ### 22. A company that partners with clients **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Enterprise (> 1000 emp.) **Reviewed Date:** June 15, 2023 **What do you like best about JFrog?** Aside from offering best-in-class products, JFrog truly has second-to-none customer support service. Their R&D actively solicits input from users and partners in future developments. **What do you dislike about JFrog?** Like any other Software company, the product is not always flawless; however, they strive to correct the issues as fast as possible. **What problems is JFrog solving and how is that benefiting you?** It provides a single source of truth for our software supply chain. We manage our entire CI/CD through our pipelines. ### 23. Great way to automating processes for your projects **Rating:** 4.0/5.0 stars **Reviewed by:** Shruti A. | Frontend Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JFrog?** As a beginner in devops, I used JFrog Pipelines as a part of DevOps toolchain to automate the process. At the beginning, I integrated JFrog artifactory for maintaining build images for my application as per version. It was of great use and added value to my project and organization at a whole. **What do you dislike about JFrog?** As a beginner in DevOps, I had to understand the details and how to configure it and integrate in my project which was challenging to me. The documentation can be improvised to be more details and can document how to solve common challenges which are faced during it's setup and use. **What problems is JFrog solving and how is that benefiting you?** Automate the CI/CD process for our project. ### 24. JFrog, a tool necessary if life moves in artifacts **Rating:** 5.0/5.0 stars **Reviewed by:** Saurabh S. | DevOps Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2023 **What do you like best about JFrog?** JFrog tool was introduced at the time when the artifactory and it's links were unable to handle in large organisations, these pipelines actually helped a ton in managing large amount of data with ease. **What do you dislike about JFrog?** This tool has nothing to be disliked from my end, there is yet many API and formats that need to be upgraded in the system configuration, but other than that the user experience is satisfactory **What problems is JFrog solving and how is that benefiting you?** In my organisation, there were multiple builds that were getting deployed and a chain of steps was given, build then sanity testing and then release, which got easily covered using this pipeline from JFrog ### 25. Good for what it accomplishes, bad for efficiency **Rating:** 2.5/5.0 stars **Reviewed by:** Aleksandr K. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 27, 2023 **What do you like best about JFrog?** I think this is an excellent tool if you already use JFrog Artifactory. When it comes down to the integrations, you will be forced to create in a way your own JFrog CI job that would trigger Xray scanner. **What do you dislike about JFrog?** I don't like the number of False Positives and overwhelming clunky behavior of the scanner. Sometimes it simply fails to complete the scan no matter what deployment you use (I've encountered this for both on-prem and cloud versions). **What problems is JFrog solving and how is that benefiting you?** It keeps track of all issues within our artifacts. It gives a great visibility around what is being used where and helps us to segment artifacts/dependencies in different places within the tool. ### 26. Security for packages you manage in your Software **Rating:** 5.0/5.0 stars **Reviewed by:** Pramodh Kumar M. | DevSecOps Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2022 **What do you like best about JFrog?** JFrog Xray helps us continuously scan the artifacts/packages cached through a central repository such as maven, npm, docker, NuGet and the packages developers push to Artifactory. It also helps better with License violation checks. Secret detection and IaC Security are added feature that IT teams love about Xray. **What do you dislike about JFrog?** Insights on Security Vulnerabilities can be divided into the proper sections, and then reports can be prepared. SAST Feature is missing for Application Security. **What problems is JFrog solving and how is that benefiting you?** It helps in continuously scanning the artifacts that are pushed to Artifactory and receiving notifications of any vulnerabilities/violations. The reports from Xray are very useful for developers to quickly fix the issues. ### 27. Is a stable solution to save build images **Rating:** 4.0/5.0 stars **Reviewed by:** Samuel A. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 08, 2023 **What do you like best about JFrog?** Easy to migrate from anothe service for example circle ci **What do you dislike about JFrog?** Sometimes is hard for big teams keep the api access keys updated for everyone and the service is high availability in last few days we are getting some build fails because of some time off **What problems is JFrog solving and how is that benefiting you?** end to end automatization for new process ### 28. Secure Project with JFrog Xray **Rating:** 4.5/5.0 stars **Reviewed by:** Prakash C. | Developer, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** February 23, 2023 **What do you like best about JFrog?** Ita very good tool for finding the vulnerabilities in your project and if we integrate it with CI/CD the We can stop build and deploy processes if we found any critical or high vulnerabilities in our project. Must have tool in CI/CD pipeline. **What do you dislike about JFrog?** Need to work on Reporting part by providing more data and solutions. Can make easy to implement and understand. Rest all good. **What problems is JFrog solving and how is that benefiting you?** By using this tool now are able to find vulnerabilities in our project before deploying to production so we can secure our project by getting attacks and secure our infrastructure and customer data. ### 29. Security Architect **Rating:** 4.0/5.0 stars **Reviewed by:** Will N. | Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2023 **What do you like best about JFrog?** JFrog pipelines helped us to establish a complete CI/CD pipeline and consists of our main artifactpry repository. I has a compliance feature that enhances our security check against the release. **What do you dislike about JFrog?** Jfrog does not have an integration with a DAST tool that we use onboard (Dynamic Application Security Testing) which prevents us from a full automation from a security perspective. **What problems is JFrog solving and how is that benefiting you?** JFrog pipelines solve the automation of the release of our artifactories into the cloud and enhances our SSDLC framework strategy by its integration with Devops and Teamcity. ### 30. Review - JFrog Pipelines **Rating:** 3.0/5.0 stars **Reviewed by:** Vinoth R. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 19, 2023 **What do you like best about JFrog?** JFrog Pipelines provides organizations with a powerful tool for automating and managing the software delivery pipeline, enabling faster, more efficient, and more secure software delivery. **What do you dislike about JFrog?** Setting up and configuring JFrog Pipelines can be challenging, especially for organizations unfamiliar with DevOps automation tools. It is a tool offered commercially and may not be feasible for all organizations, notably small and medium-sized businesses. **What problems is JFrog solving and how is that benefiting you?** JFog pipelines eliminate manual processes, reduce errors, and ensure consistency across environments, leading to faster, more efficient, and more secure software delivery. ### 31. Great solution to store artifacts **Rating:** 4.5/5.0 stars **Reviewed by:** Raj B. | Lead Site Reliability Engineer(SRE), Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2022 **What do you like best about JFrog?** The GUI is intuitive and have a good set of features to play with and integrate with other tools, I have used other solutions in this pace but this is more close to what we needed. **What do you dislike about JFrog?** I think their pricing is bit high compared to others for the feature set they offer but it could be a bit lesss **What problems is JFrog solving and how is that benefiting you?** Artifact storage, we have continuous deployment to store artifacts programmatically in the centralized location, and we are using this solutin. ### 32. Automating CI/CD process **Rating:** 5.0/5.0 stars **Reviewed by:** Mrinalini . | Senior Quality Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** March 10, 2023 **What do you like best about JFrog?** 1. Automate continuous integration and deployment 2. Useful Saas product 3. We can integrate with 3rd party tools as well like git, etc. **What do you dislike about JFrog?** Integration with some tools can be improved. I was just using this app for some time, so I felt good overall about this product. **What problems is JFrog solving and how is that benefiting you?** 1. Automating CI/CD process , 2. Integration with tools like git, jira , etc , so that less time is wasted ### 33. JFrog Xray - A Devops Helper **Rating:** 4.5/5.0 stars **Reviewed by:** Sayam J. | Software Architect, Small-Business (50 or fewer emp.) **Reviewed Date:** March 30, 2023 **What do you like best about JFrog?** JFrog Xray is easily integrable with the existing CI/CD pipeline **What do you dislike about JFrog?** There may be a scope for improvement where the no of artifacts is increased; then there is a slowness observed. **What problems is JFrog solving and how is that benefiting you?** JFrog Xray has helped us in smoothing the CI/CD pipeline. It has a wide range of repository-type support, which enabled us to do different projects under one umbrella. ### 34. Jfrog pipelines are easy to use and provide a perfect solution for CI/CD **Rating:** 4.5/5.0 stars **Reviewed by:** Kuldeep S. | Engineering Expert, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JFrog?** Jfrog pipelines natively integrated with Jfrog platform which provides flexibility to use Jfrog artifactory , Jfrog X-ray and other Jfrog produc seamlessly **What do you dislike about JFrog?** Should give more user insights to user and more granularity to user permission , there is less documentation compared to artifact support **What problems is JFrog solving and how is that benefiting you?** Jfrog pipelines provide seamless approach for CI/CD approach , jfrog pipeline can be integrated with jfrog Arti factory ### 35. A standard container registry **Rating:** 2.5/5.0 stars **Reviewed by:** Nandakumar G. | DevOps Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 15, 2022 **What do you like best about JFrog?** A docker registry complaint container registry **What do you dislike about JFrog?** OCI Artifactory is a space where rapid innovation is happening, like the new OCI Artifact spec, supported by major registries like Azure Container Registry. Unfortunately, Jfrog Container Registry is not compliant for the new spec yet. **What problems is JFrog solving and how is that benefiting you?** Helps in storing container images and retrieving them. ### 36. JFrog powerful DevSecOps tool **Rating:** 4.5/5.0 stars **Reviewed by:** Manoj P. | Lead Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** February 24, 2023 **What do you like best about JFrog?** Its ability to give real-time security insights on artifacts & the type of artifacts support if available. **What do you dislike about JFrog?** The False Positive analysis that it generates requires a lot of time and effort. **What problems is JFrog solving and how is that benefiting you?** Its one-stop solution for continuous scanning and monitoring capabilities on widespread DevOps environments for overall security and compliance ### 37. Good app **Rating:** 4.5/5.0 stars **Reviewed by:** Amy R. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 09, 2023 **What do you like best about JFrog?** Used for every person to see changes in intercompany r&d, useful and user friendly **What do you dislike about JFrog?** Rarely app is down, otherwise it is an excellent tool **What problems is JFrog solving and how is that benefiting you?** It helps everyone see progress in real time. Helps with debugging. Great product. ### 38. Software Repository management **Rating:** 4.5/5.0 stars **Reviewed by:** Sajal A. | Software developer, Small-Business (50 or fewer emp.) **Reviewed Date:** March 15, 2023 **What do you like best about JFrog?** Allows integration with docker and CLI tools. we can couple with different repositories like Yum, maven etc **What do you dislike about JFrog?** Less documentation on the features present. It lags when multiple repositories are present sometimes. **What problems is JFrog solving and how is that benefiting you?** Repos management ### 39. J Frog Antifactory Review **Rating:** 5.0/5.0 stars **Reviewed by:** BOREDDY PARAMESWARA REDDY 1. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2022 **What do you like best about JFrog?** Its a repository manager which we used to support the package management which we update over the code releases. Its easy to maintain the packages with the version. **What do you dislike about JFrog?** There are no much dislikes in J Frogs , the only thing is to make the UI User friendly like GIT LAB and GIT HUB, **What problems is JFrog solving and how is that benefiting you?** Package management would be better in JFrog, which i used to package it using conan python package manager. ### 40. Probably works great for some artifacts **Rating:** 3.0/5.0 stars **Reviewed by:** Chris W. | Owner, Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2022 **What do you like best about JFrog?** The platform is robust, and can handle a huge amount of content with extreme speed. The backend service is outstanding, and we experience virtually no downtime. **What do you dislike about JFrog?** The web UI leaves much to be desired. Not very intuitive, and the search function seems to function incorrectly, with no way to see what was done wrong. **What problems is JFrog solving and how is that benefiting you?** We use it to store dependency artifacts. Works very well for storing and retrieving. ### 41. Good artifact storage tool **Rating:** 4.0/5.0 stars **Reviewed by:** Dinesh G. | Sr. Devops Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** February 23, 2023 **What do you like best about JFrog?** The way it monitors the builds and repositories **What do you dislike about JFrog?** Nothing as of now. Expecting a more easy integratikn with cicd **What problems is JFrog solving and how is that benefiting you?** Monitoring the generated artifacts or builds ### 42. Best End to End CICD platform **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2022 **What do you like best about JFrog?** Excellent CICD software which covers lot of features you hardly find in other CI/CD platforms such as Artifactory Storage mechanism & out of the box supported Security scan i.e XRAY. Easier integration with Public cloud **What do you dislike about JFrog?** Not that i have come across, i feel this platform covers all the aspects of Project Delivery lifecycle **What problems is JFrog solving and how is that benefiting you?** One of the main problems is that Security Scans using XRAY to scan for the Vulnerabilities something that i really find best compared to other tools in the market ### 43. Jfrog one of the industry leader **Rating:** 3.5/5.0 stars **Reviewed by:** Durgesh P. | Technical Lead - Cloud & DevOps Practice, Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2022 **What do you like best about JFrog?** Integration with other platforms, and it's capability in enterprise addition **What do you dislike about JFrog?** Code promotion can be more mature also the UI needs to get bit better as per other competetior **What problems is JFrog solving and how is that benefiting you?** It's helping us to store the artifacts and also version or artifacts ### 44. JFrog - Great Platform for Container and Artifact Management **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Tobacco | Enterprise (> 1000 emp.) **Reviewed Date:** December 31, 2022 **What do you like best about JFrog?** The completeness of the platform ranging from CI/CD (although not used when I used it) to Container and Artifact Management incl. Security **What do you dislike about JFrog?** So far I have not found what I dislike from the platform. **What problems is JFrog solving and how is that benefiting you?** JFrog helps me to provider centralized private container repository and artifact management which can be used in my CI/CD to deploy my application in Kubernetes or Virtual Machine ### 45. Review for JFROG Artifactory **Rating:** 4.5/5.0 stars **Reviewed by:** Mama P. | Independent Data/Cloud Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** December 21, 2022 **What do you like best about JFrog?** I like the JFrog artifactory for version control of code. Easy to use. **What do you dislike about JFrog?** Artifactory GUI can be improved. Not supported by all browsers . **What problems is JFrog solving and how is that benefiting you?** Code version control and CICD pipeline. Easy to use. ### 46. Great in theory, lots if issues in practice **Rating:** 1.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2022 **What do you like best about JFrog?** Having all of your different repositories (helm, npm, docker, etc.) in one place is very convenient **What do you dislike about JFrog?** We have lots of different issues with the system, the documentation is out of date in many places, and the support is just not good. **What problems is JFrog solving and how is that benefiting you?** Having all of your different repositories (helm, npm, docker, etc.) in one place ### 47. A complete devops solution **Rating:** 4.5/5.0 stars **Reviewed by:** Mohammad Rashid R. | Technical Lead, Enterprise (> 1000 emp.) **Reviewed Date:** July 27, 2022 **What do you like best about JFrog?** I use the artifactory and pipeline of jFrog and found it very simple and easy to use. JFrog is a complete DevOps solution, for creating pipelines, deploying, and hosting the artifacts, creating cloud infrastructure, hosting SaaS applications, and dependencies that further can be used in projects. **What do you dislike about JFrog?** Not anything as of now, the things that I use in JFrog work very well for me. **What problems is JFrog solving and how is that benefiting you?** Using JFrog I have solved many problems like; hosted SaaS applications, created application or code repository, created deployment pipeline, and hosted artifactories for project dependencies. ### 48. One of the reliable automation tool with core ARtifactory helping in buliding CI/CD seamless **Rating:** 4.0/5.0 stars **Reviewed by:** Rahul K. | Application Developer, Enterprise (> 1000 emp.) **Reviewed Date:** December 23, 2021 **What do you like best about JFrog?** The artifactory repository manager is good and fast which helps in pipeline automation. What was the best was the continuous support it provides in business plans, which is really fast. Also, the downtime was very less, which provides a seamless and user experiece. **What do you dislike about JFrog?** Although the response was good it is somehow is not able to keep up with the is's competitor in terms of budgets and features offered by Github and GitLab. I used jFrog just for one project but that was a legacy project sooner the pipeline got migrated to Gitlab, with the feature and flexibility to manage the CI/CD through yml file is amazing, the flexibility it provides through Terraform is also great. **What problems is JFrog solving and how is that benefiting you?** It helped in automating the project through continuous integration and deployment. It was good in the initial days in the legacy projects but later after some time the pipeline got migrated to Gitlab. The shared pipeline and flexibility of Gitlab was more advantageous over jFrog ### 49. Best Repository required in Modern Development **Rating:** 4.5/5.0 stars **Reviewed by:** Shishir K. | Deputy Manager, Enterprise (> 1000 emp.) **Reviewed Date:** January 29, 2022 **What do you like best about JFrog?** It provides strong pipeline to store and control flow of binaries in the development phase. JFrog artifactory has the best artifact repository which can store anything used in the pipeline. It's multicloud support is best as it can be deployed in any application . **What do you dislike about JFrog?** The artifact store feature should have auto data backup and restore feature. It will help us in unprecedented times where the application fails. The support is also something which needs to be improved as sometime things gets really delayed **What problems is JFrog solving and how is that benefiting you?** Deployment is really fast and supports multiple platforms. It helps to propose and use this application in public, private, and hybrid cloud scenarios as well. The best feature is that it can easily manage repisotory with live replication ### 50. Jfrog Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Sumeet B. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 29, 2022 **What do you like best about JFrog?** Jfrog is very easy to use platform for implementing secure deployments of products with best Devops practices. Jfrog helps in making the continuous deployment process seamless. **What do you dislike about JFrog?** One needs to have a good understanding of the process or else it becomes difficult to get understanding of the portal. **What problems is JFrog solving and how is that benefiting you?** Jfrog platform helps to improve overall Devops practices for the deployment of the products. ## JFrog Discussions - [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) - [View JFrog pricing details and edition comparison](https://www.g2.com/products/jfrog-2024-03-28/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-22+06%3A10%3A53+-0500&secure%5Bsession_id%5D=b4f230d0-fe42-4b0f-8a9e-c9eae12b76ed&secure%5Btoken%5D=d0bc94ac0e175410efd502636d4b27e900a5af10de79ba11b9cdd67d2c85d070&format=llm_user) ## JFrog Integrations - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews) - [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) - [Bitbucket](https://www.g2.com/products/bitbucket/reviews) - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) - [Git](https://www.g2.com/products/git/reviews) - [GitHub](https://www.g2.com/products/github/reviews) - [GitLab](https://www.g2.com/products/gitlab/reviews) - [Informatica API and Application Integration](https://www.g2.com/products/informatica-api-and-application-integration/reviews) - [Jenkins](https://www.g2.com/products/jenkins/reviews) - [Kubernetes](https://www.g2.com/products/kubernetes/reviews) - [Visual Studio](https://www.g2.com/products/visual-studio/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) ## JFrog Features **Administration** - Configuration Management - Access Control - Dashboards **Administration** - API / Integrations - Extensibility **Administration ** - Administration Console - Task Management - Dashboards and Visualizations - Access Control **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Functionality** - Deployment-Ready Staging - Integration - Extensible **Functionality** - Package Management - Integration - Code Analysis - Vulnerability Checks **Functionality - Software Composition Analysis ** - Language Support - Integration - Transparency **Device Recognition** - Device Discovery - Device Types - Dashboard **Management** - Configuration Management - Access Control - Orchestration **Functionality** - Integrations - Extensibility - Test Customization **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Security** - Tampering - Malicious Code - Verification - Security Risks **Functionality - Software Bill of Materials (SBOM)** - Format Support - Annotations - Attestation **Functionality** - Deployment Automation - Process Analytics - Plugins - APIs / Integrations **Analysis** - Reporting and Analytics - Issue Tracking - Static Code Analysis - Code Analysis **Automation** - Test Automation - Release Automation **Management** - Cataloging - Monitoring - Governing - Model Registry **Management** - Processes and Workflow - Reporting - Automation **Management** - Package Access Control - Package Tracking - Automation - Rollback **Effectiveness - Software Composition Analysis** - Remediation Suggestions - Continuous Monitoring - Thorough Detection **Monitoring** - Device Status - Alerts & Notifications - Analytics **Functionality** - Automation - Integrations - Extensibility **Management** - Automation - Processes and Workflow - Reporting **Operations** - Metrics - Infrastructure management - Collaboration **Tracking** - Bill of Materials - Audit Trails - Monitoring **Management - Software Bill of Materials (SBOM)** - Monitoring - Dashboards - User Provisioning **Processes** - Pipelines - Orchestration - Workflow Visualization **Testing** - Command-Line Tools - Manual Testing - Test Automation - Compliance Testing - Black-Box Scanning - Detection Rate - False Positives **IT Management** - Workflow Management - Infrastructure Management - IT Discovery **Provisioning** - Remote Configuration - Event Triggering - Device Diagnostics & Repair - Firmware Updates **Processes** - Pipeline Control - Workflow Visualization - Continuous Deployment **Management** - Cataloging - Monitoring - Governing **Agentic AI - Continuous Integration** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Continuous Delivery** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Static Application Security Testing (SAST)** - Autonomous Task Execution ## Top JFrog Alternatives - [GitLab](https://www.g2.com/products/gitlab/reviews) - 4.5/5.0 (882 reviews) - [GitHub](https://www.g2.com/products/github/reviews) - 4.7/5.0 (2,315 reviews) - [Harness Platform](https://www.g2.com/products/harness-platform/reviews) - 4.6/5.0 (300 reviews)