--- 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 **Vendor:** JFrog Ltd **Category:** [DevOps Platforms](https://www.g2.com/categories/devops-platforms) **Average Rating:** 4.2/5.0 **Total Reviews:** 162 ## 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. 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 ### 2. 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 ### 3. 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 ### 4. 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. ### 5. 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 ### 6. 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. ### 7. 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 ### 8. 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 ### 9. 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. ### 10. JFrog- All at one place **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammed F. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 09, 2022 **What do you like best about JFrog?** Jfrog is a very good solution for a software organization to maintain all the artifacts in place. Jfrog provides you the feasibility to store all kind of artifacts such as your application jars, Docker images, RPMs,etc. **What do you dislike about JFrog?** To be frank, I did not find anything specific to dislike. All functionalities at their best. Maybe pricing could be one thing that can be considerable if you have a small organization **What problems is JFrog solving and how is that benefiting you?** I have been using Jfrog to store customized docker images(tar's), rpms, binaries etc. ### 11. Wonderful platform for next generation software development **Rating:** 4.5/5.0 stars **Reviewed by:** Sudhansu Sekhar P. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about JFrog?** We have created couple of jFrog artifactory to store our nuget packages.Its working wonderful. **What do you dislike about JFrog?** With the limited usecase we don't have any complain. **What problems is JFrog solving and how is that benefiting you?** We are using it as a custom nuget artifactory. ### 12. JFrog Artifactoy: A binary repository built for the future **Rating:** 4.5/5.0 stars **Reviewed by:** ANurag T. | Software Engineer II, Enterprise (> 1000 emp.) **Reviewed Date:** September 08, 2021 **What do you like best about JFrog?** JFrog Artifactory is being used as the single binary repository for our entire enterprise. We store everything from application artifacts to Docker images to NPM, Maven and Python packages as dependencies in [JFrog] Artifactory. It's a mission-critical component of our CICD pipelines. **What do you dislike about JFrog?** JFrog Artifactory X-Ray isn't mature enough **Recommendations to others considering JFrog:** I've worked in multiple organizations and used almost every reputed Artifact management tool and I found JFrog best and it's very mature product also easy to use and host. **What problems is JFrog solving and how is that benefiting you?** So many times it happens at the time of dependency resolution some of the servers are down e.g NPM, Maven central, PiPy in that cause our builds starts failing. By proxying these repositories with JFrog this is never happened again. ### 13. JFrog Review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 08, 2021 **What do you like best about JFrog?** How easily we can scan the docker image for vulnerabilities before the CI/CD pipeline build. **What do you dislike about JFrog?** Nothing so far it has been a good tool to work on. **What problems is JFrog solving and how is that benefiting you?** We are scanning the CI/CD pipeline build before uploading the container image in jfrog xray. If Patches are available for the vulnerabilities we utilise that. ### 14. Great Softare composition analysis tool! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Mid-Market (51-1000 emp.) **Reviewed Date:** February 22, 2022 **What do you like best about JFrog?** Its comprehensive scanning capabilities, ease of use, automation, and integration with Artifactory. **What do you dislike about JFrog?** Nothing at this point. Very easy to use and streamlined tool **What problems is JFrog solving and how is that benefiting you?** It's a great open-source security tool; we are upping our security and compliance by scanning multiple types of packages. ### 15. Deep X-ray Security scan for Open Source libraries based on vulnerabilities & licences. **Rating:** 4.5/5.0 stars **Reviewed by:** Saravanan C. | Technical Architect, Enterprise (> 1000 emp.) **Reviewed Date:** December 01, 2020 **What do you like best about JFrog?** X-ray is an free add-on tool with artifactory which has the capability to scan the open-source or custom libraries. The scan is performed based upon vulnerabilities and license levels. X-ray has the feature of configuring quality gateways and the C1/CD build can be broken based on the quality gates. X-ray can be scanned on the build or repository level. X-ray scans the binary post publishing in the artifactory or we can explicitly trigger the scan as a stage in the CI/CD pipelines. **What do you dislike about JFrog?** We have to think about X-ray microservices instances running in the same host where artifactory runs. By this way, we can avoid the latency between the JPD platform where the artifactory runs with the X-ray executing in a remote instances. Can X-ray scan Microsoft libraries ? **What problems is JFrog solving and how is that benefiting you?** X-ray can be implemented and enforced in the development environment by installing the X-ray eclipse plugin in the developers workspace. Hence developer can perform X-ray scan in there DEV environment before moving the library to the repository and in the CI/CD pipeline. Even if Developer misses to scan, the CI/CD can scan the binary. X-ray is an eye-open for custom libraries and proper licence standards can be defined for the custom libraries. ### 16. Very easy to manage code repositories **Rating:** 4.0/5.0 stars **Reviewed by:** Raam K. | Software Test Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** September 07, 2021 **What do you like best about JFrog?** Cloning the repository, managing code branches is very simple using Jfrog. Code checkout is instantaneous using this tool. **What do you dislike about JFrog?** Integrating the code in CI/CD Pipeline is very challenging, and sometimes, we cannot achieve DevOps principles. **Recommendations to others considering JFrog:** Jfrog supports integration with other applications quickly, and they have the excellent architecture to deploy artifacts in the public cloud. The customer support team is very supportive. **What problems is JFrog solving and how is that benefiting you?** We are efficiently handling the javascript dependencies. ### 17. Devops and i have been using cloud and virtualizations for 10 years **Rating:** 4.5/5.0 stars **Reviewed by:** Mohan K. | Enterprise (> 1000 emp.) **Reviewed Date:** November 30, 2020 **What do you like best about JFrog?** I have used Jfrog for the last 2 years. compared to other OSS, this has best HA and most support for community and Bintray is at it's best. We also using them as Helm registry at times and managing helm packages. Virtual repos and repo sharing across cross regions are very useful **What do you dislike about JFrog?** setup and maintenance of blobs and interface can be better. While easy to use but admin and other actions needs more interactive. **What problems is JFrog solving and how is that benefiting you?** We have used JFROG to host docker image registry and helm repos ### 18. JFrog is amazing **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Investment Banking | Enterprise (> 1000 emp.) **Reviewed Date:** December 02, 2020 **What do you like best about JFrog?** I have used the JFrog container registry in my previous investment bank and are planning to use in the current company as well. In large companies, each and every transaction needs to have audit log history. JFrog is awesome and has an amazing UX designing using which we can see each and every detail of the build releases to any environment whether it is DEV/QA or Production. In my opinion, once we start using the JFrog then one can never go back to other similar products in the market for their centralised artefact repositories. It also supports huge repositories be it Docker, Helm or NPM, etc. **What do you dislike about JFrog?** This is an interesting question...I guess licensing costs....JFrog gives free 1 month trial that should be extended to at least 90 days for the new comer to get the in-depth experience with JFrog products. **What problems is JFrog solving and how is that benefiting you?** We have used JFrog to store and manage Docker container registry and Helm repository. ### 19. JFrog Container Registry - Release Faster than Ever **Rating:** 3.5/5.0 stars **Reviewed by:** Vipin S. | Software Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 23, 2020 **What do you like best about JFrog?** Today supporting Docker and Helm for your Kubernetes deployments. Use it as your Docker registry to easily manage and deploy your Docker images. Provides DevOps teams with full control over access and permissions and is the only registry in the market to provide free local, virtual, and remote repositories.Use it to support your current and future business model with hybrid, cloud, and multicloud environments. **What do you dislike about JFrog?** cost is little expensive if compare to others **What problems is JFrog solving and how is that benefiting you?** We have solved integration with JFrog container registry with Kubernetes. Improved Container hosting and helm charts by using JFrog with Kubernetes. Sharing of files over the network. ### 20. This was the Best Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Akash S. | Technical Support Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 30, 2020 **What do you like best about JFrog?** The Way the registries are maintained and structured **What do you dislike about JFrog?** Could be expensive compared to hosted options. **Recommendations to others considering JFrog:** Fairly easy to use. Cluster, High Availability supported which means that replication to another instance of Artifactory (multi-site) is easily possible. Flexible deployment options such as SaaS and on-premises. Out of the box integrations with all CI/CD and DevOps tools. Security scanning is also available at additional cost. **What problems is JFrog solving and how is that benefiting you?** Flexible deployment options such as SaaS and on-premises. ### 21. Partha Kaushik, Nimbus IT - JFrog Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Partha K. | DevOps Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2020 **What do you like best about JFrog?** I have used both JFrog and Nexus, plus a couple of other ones as artifactory-store. Jfrog offers more than an artifactory, and includes Docker registry plus easy navigation. I have also stored Terraform state files and used this to tear down and rebuild virtual-machines. All in all, JFrog is feature-rich and very flexible. **What do you dislike about JFrog?** The evaluation period is too short, it is not like I am using it exclusively, its a part of the infrastructure. A low-cost alternative for independent consultants will be very welcome. **What problems is JFrog solving and how is that benefiting you?** npm cache, container registry, terraform-state store, release artifacts repository. Access is fast and secure, security can be layered. ### 22. A great SCA solution **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** July 17, 2021 **What do you like best about JFrog?** Well ingtrigation with artifatory for DevOps SecOps **What do you dislike about JFrog?** The downside of JFrog is not scanning builds. **What problems is JFrog solving and how is that benefiting you?** Easy way to identify vulnerabilites on DevOps. ### 23. Most advanced registry which supports both docker containers and helm chart repos **Rating:** 4.0/5.0 stars **Reviewed by:** Nagaraju N. | Cloud and Devops Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 25, 2020 **What do you like best about JFrog?** Built on the solid Artifactory core technology. Highly reliable and massively scalable. Robust registry for Docker and Helm. Fully hybrid and multi-cloud capable. Free for on-prem and cloud usage (with a cloud free tier) Tech utilized by some of the world's biggest names already. **What do you dislike about JFrog?** could be little expensive when compared to other competitors. **Recommendations to others considering JFrog:** Strongly Recommending especially when you are using Kubernetes. **What problems is JFrog solving and how is that benefiting you?** We have solved integration with JFrog container registry with Kubernetes. Improved Container hosting and helm charts by using JFrog with Kubernetes. ### 24. One of the best tool for artifact repository management **Rating:** 4.5/5.0 stars **Reviewed by:** Chandan G. | Senior Consultant - Cloud Engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** November 30, 2020 **What do you like best about JFrog?** This is a robust tool to store all your binary files post build. Very easy to integrate with jenkins pipeline and easy to search and share the files with 3rd pary. **What do you dislike about JFrog?** Nothing as of now. Its the best suited solution for our kind of scenario. **What problems is JFrog solving and how is that benefiting you?** Offline access of metadata and binary build files. Sharing of files over the network. Access control for different roles and people network. ### 25. Widely used as binary management **Rating:** 4.5/5.0 stars **Reviewed by:** Milapkumar A. | Director - Cloud Solution Architecture at Visa, Enterprise (> 1000 emp.) **Reviewed Date:** January 10, 2021 **What do you like best about JFrog?** End to End automations Binary management Full support for Dockers **What do you dislike about JFrog?** Lacks fine grain access control. Does not provide any insight into the registry usage **Recommendations to others considering JFrog:** It wonderful tool for DevOps solution by providing end to end automation **What problems is JFrog solving and how is that benefiting you?** Binary management Application automation Ease of Integration ### 26. Efficient in repo type selection **Rating:** 4.0/5.0 stars **Reviewed by:** Jeevan Kumar M. | Infra Dev Automation Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** November 28, 2020 **What do you like best about JFrog?** While setting up a private registry required for a organizarion to store all type of imaged including docker images is very efficient **What do you dislike about JFrog?** Local private registry configuration is complex as compared to other competitors like nexus **Recommendations to others considering JFrog:** Go for it if ur is a big infra.Works good for cloud and ci cd with great security for your attifacts. **What problems is JFrog solving and how is that benefiting you?** Setting up yum repositories has some issues ### 27. One of the best container records that works very well. **Rating:** 4.0/5.0 stars **Reviewed by:** Courtney H. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 18, 2020 **What do you like best about JFrog?** I like it because it is very flexible and easy to use and the price is very low, it is easy to store and it is still a very reliable platform and it is excellent for other types of container implementation, it is not necessary to make an effort, since it includes everything What you need to facilitate container management is really amazing and I hope it continues to improve. **What do you dislike about JFrog?** I think it lacks a bit of improvement, especially in the part of the compatibility with other services, it is still limited, we have also noticed many types of errors in some circumstances, and the support does not provide a correct solution for the errors obtained, this platform It is still maturing and I know it will improve soon. **Recommendations to others considering JFrog:** I recommend it because it is easy to implement, you can also integrate them with AWS, Google Cloud and Microsoft Azure, I really know that you will love, try and see, and especially for the relatively low price, so it works for any company, whether small or large. **What problems is JFrog solving and how is that benefiting you?** It is helping a lot especially to manage the registration in containers, it allowed us an easy and scalable entry, in a nutshell, we did all the work completely easy, and it is easy to keep the containers, and we love their flexibility, this tool is very efficient and I hope keep using it. ### 28. Jfrog is flexible for all artifacts. **Rating:** 4.5/5.0 stars **Reviewed by:** Siddharth P. | Lead Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 30, 2020 **What do you like best about JFrog?** Flexibility and AQL related features were great. **What do you dislike about JFrog?** More examples in documentation of AQL and JFROG cli commands would be great. **What problems is JFrog solving and how is that benefiting you?** Able to seamlessly upload and download artifacts for all our platform services in parallel. ### 29. Good container registry very suitable with all the necessary characteristics. **Rating:** 4.5/5.0 stars **Reviewed by:** Aaron H. | Software Engineer / Analyst / Design, Mid-Market (51-1000 emp.) **Reviewed Date:** February 23, 2020 **What do you like best about JFrog?** I like it because it is relatively easy to use and automate, container registration helps greatly reduce the large amount of hardware and its authentication provided by the software is very good for keeping containers secure, so to speak, it is reliable and fantastic at the same time and provides security and good access control. **What do you dislike about JFrog?** Actually, we still have not found anything wrong, but I would like to improve its interface to be more intuitive and add new features to make it more complete and at the level of other similar platforms and therefore, would have a better user experience. **Recommendations to others considering JFrog:** It is a great service that makes a great impression, it is amazing and I recommend it, so if you are thinking of keeping a record of the containers, you should consider JFrog. **What problems is JFrog solving and how is that benefiting you?** The storage of containers is good and has helped us a lot at a low cost, it is a flexible and efficient tool, it helps to manage the registration of containers, this is a good place to store it, it is excellent. ### 30. JFrog Container Registry Driving Companies to a Positive Edge **Rating:** 4.5/5.0 stars **Reviewed by:** Myles P. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 09, 2020 **What do you like best about JFrog?** If companies want to stand taller than their opponents, I would advocate the use and the implementation of JFrog Container Registry anytime of the day. In fact, JFrog Container Registry contains specs that identifies any registry mistake so fast, and get a solution that is lasting. **What do you dislike about JFrog?** Fortunately, Many mistakes from JFrog Container Registry got permanent solutions, and there is a forward marching aspect from JFrog Container Registry now. States and companies are dopting JFrog Container Registry every day. **Recommendations to others considering JFrog:** Practical implementation of JFrog Container Registry will take you less or little time. JFrog Container Registry also attracts trust from the users so fast. **What problems is JFrog solving and how is that benefiting you?** Information in containers was something which gave us sleepless nights. Not until we got a positive referral on how JFrog Container Registry is doing the registry roles even without demanding a lot from the investors. Friendly in all aspects, and hence, the best Item to consider. ### 31. JFrog Container Registry recommendations **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Enterprise (> 1000 emp.) **Reviewed Date:** December 01, 2020 **What do you like best about JFrog?** I always like to learn more about this registry **What do you dislike about JFrog?** No dislikes as such so far. If any I will post it in forum **Recommendations to others considering JFrog:** It looks to be good **What problems is JFrog solving and how is that benefiting you?** We are using jfrog artifactory for our DevOps tool stack usage ### 32. DevOps Engineer **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 23, 2020 **What do you like best about JFrog?** JFrog is easy container service where we can drag and drop to create complete build and we can see the build in graphical way. **What do you dislike about JFrog?** Currently I am doing POC to check how it work and how good I can recommend this product **What problems is JFrog solving and how is that benefiting you?** No ### 33. It is self explanatory and easy to use **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 29, 2020 **What do you like best about JFrog?** It is easy to use and understand. It is also easy to operate. **What do you dislike about JFrog?** Nothing much to dislike, It has better interface and smooth to use. **What problems is JFrog solving and how is that benefiting you?** Benefits are you can store almost all types of Images and files into your repository. ### 34. As it supports different artifacts created by any language or tools,so i like it. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Design | Small-Business (50 or fewer emp.) **Reviewed Date:** December 03, 2020 **What do you like best about JFrog?** Easy to use. Any language or tool support. Easy Replication to another instance of Artifactory . Flexible deployment options . Easy Integration with CI/CD and DevOps tools. **What do you dislike about JFrog?** expensive when compared to hosted model **What problems is JFrog solving and how is that benefiting you?** nothing as such ### 35. Great tool for devops automation **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** November 29, 2020 **What do you like best about JFrog?** Tool provides elegant way to manage and audit the registries and keeping enterprise more secured by X-ray for distribution. **What do you dislike about JFrog?** Search should be more simplistic and faster. **What problems is JFrog solving and how is that benefiting you?** Code auditing, enterprise specific binary management and for platform automation. ### 36. Victory Comes to those Companies that Works with JFrog Container Registry **Rating:** 4.5/5.0 stars **Reviewed by:** Peris W. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 20, 2020 **What do you like best about JFrog?** The greatest story of understanding JFrog Container Registry brings concentration, and also, ensures that there is the financial viability for companies. Furthermore, JFrog Container Registry eliminates the possibility of mishandling of the Container Registry processes. **What do you dislike about JFrog?** There is positive renovation, which JFrog Container Registry has established, and since we all want to make onward moves, the updates for this job are extremely vital. **Recommendations to others considering JFrog:** The attainment of JFrog Container Registry has been so successful, and the end results are seen and felt by the users of all kind or classes. **What problems is JFrog solving and how is that benefiting you?** We all attain the requirements which we wanted with JFrog Container Registry, and hence, issues like package registry, and container, there is some assurance from this sector. Furthermore, JFrog Container Registry dilutes the procedures that the information attackers may use against the company. ### 37. I am using Jfrog in Devops as universal package management. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.) **Reviewed Date:** December 02, 2020 **What do you like best about JFrog?** Nuget,npm,Docker,Integration with Azure Devops **What do you dislike about JFrog?** Permission management in Jfrog using LDAP. Subgroup security group permission **Recommendations to others considering JFrog:** All in one solution **What problems is JFrog solving and how is that benefiting you?** Retention of application build artifact. Integration in Azure Devops ### 38. Excellent **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2020 **What do you like best about JFrog?** A simple and effective way to maintain your containers **What do you dislike about JFrog?** Documentation should be more elaborated. **Recommendations to others considering JFrog:** Use it and you will love it **What problems is JFrog solving and how is that benefiting you?** Storing containers ### 39. JFrog Container Registry is a Unique Registry Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Cosmas R. | Mid-Market (51-1000 emp.) **Reviewed Date:** January 01, 2020 **What do you like best about JFrog?** We lack any tool to compare with JFrog Container Registry because the tool gives us a direct entry on matters to relate with registry. There is no lengthy procedures or processes before enacting or installing JFrog Container Registry. **What do you dislike about JFrog?** The good thing with JFrog Container Registry is that there is routine collection of customers insights, which makes the team keep on improving on the well being of the application. **Recommendations to others considering JFrog:** We remain delighted and grateful to know and to have Frog Container Registry working for us. **What problems is JFrog solving and how is that benefiting you?** We never requested for a software which is not well working. Though very unique and different from other apps, JFrog Container Registry is swift in registry recording, and management. ### 40. Store binaries from build process **Rating:** 4.5/5.0 stars **Reviewed by:** Leandro S. | DevOps Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** April 24, 2019 **What do you like best about JFrog?** If you have at least a PRO license you can get all type of repos you need (Nuget, bower, Maven) API and plugins itegration are really nice, you can get all the info from the repo, the binaries, ... The Jenkins Integration for build maven projets is the best you can get to store directly the binaries **What do you dislike about JFrog?** the workflow is not so good, the way you interact to reach repos in builds the info its not well noticeable we had issues using the jenkins plugin for gradle build **What problems is JFrog solving and how is that benefiting you?** we can store the binaries, properly, suing the jenkins plugin or the API. fullt functional ### 41. Good tool for storing your environment builds as tarballs **Rating:** 4.0/5.0 stars **Reviewed by:** ARPIT S. | Research Assistant, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** December 13, 2018 **What do you like best about JFrog?** It works like Git repository with easy enterprise linked access to easily deploy the tar ball build to it. **What do you dislike about JFrog?** It gets very bulky, especially GUI, very hard to navigate if you allow a complex folder structure in your organization. **Recommendations to others considering JFrog:** Remove the bulky features like folder structure complexity and switch to a more easier less complex flat structure like S3 buckets of AWS to enhance customer experience with the product and also allowing more maintainability on your end. I would point out that you are competing with giants like GIT bucket and S3 (AWS) so would highly suggest to specialize or configure your tool to a more specialized repository facility rather than a general storage repository. **What problems is JFrog solving and how is that benefiting you?** Having a common repository for different environment builds. ### 42. JFrog is a must for Developers **Rating:** 5.0/5.0 stars **Reviewed by:** Timothy D. | Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** December 22, 2018 **What do you like best about JFrog?** Jfrog / Artifactory is must have product for you devops and integration in your tech division. This repository manager is a must have and easy to integrate into your environment. Must quicker and more user friendly than ancient cifs or other solutions. This allows faster deployment and streamlines collaboration. Jfrog / Artifactory is hybrid, streamlined and has industry leading availability. Your development team can easily setup automation with the available APIs. These scrips can easily be located in Github. **What do you dislike about JFrog?** JFrog / Artifactory is extremely integrated and can cause some excessive dependencies to the product. It has extremely easy scale ability, but can be resource intensive so you need to make sure your network is sufficiently robust to allow heavy use. **Recommendations to others considering JFrog:** Consolidate your licenses to co-term . Make sure your administrators are familiar with the dashboard and license counts/renewal dates. **What problems is JFrog solving and how is that benefiting you?** Jfrog artifactory provides streamlined integration to your development shop ### 43. Working but still getting a feel for it **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 02, 2019 **What do you like best about JFrog?** The setup and administration was a breeze. Getting thw CLI tools installed and configured so Jenkins could run was also very easy. The software is low key and looks nice, easy to navigate. The CLI tool is also nice ans user friendly. **What do you dislike about JFrog?** Some of the terminology doesn’t quite mean what you would think it means. Not just a problem with Artifactory, running into that a lot lately with companies trying to distinguish themselves. **Recommendations to others considering JFrog:** Use their trial period first. The OSS version is missing a lot of the important features so it’s not a really good testing option. **What problems is JFrog solving and how is that benefiting you?** Storage and distribution of artifacts from our CI tools and package management for VS projects. ### 44. JFrog Artifactory or only Artifactory **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in E-Learning | Mid-Market (51-1000 emp.) **Reviewed Date:** December 17, 2018 **What do you like best about JFrog?** JFrog Artifactory, the first repository of universal artifacts. IS a software repository is able to work with all kinds of software pieces, in any language. Not just one with the same description as most similar repositories do. It also allows to work in a centralized way and to maximize the benefit of the development or deployment environments most used today by modern companies. The main advantage of Artifactory is to avoid that the work teams use different repositories, with different versions or different sources, centralizing in a single site and in a single storage space all the dependencies of a project and its management during the development cycles, even in distributed development environments. Being universal, it can be integrated with any development tool **What do you dislike about JFrog?** There is nothing to highlight as an inconvenience, if it is true that you will always be able to improve, but from a user level I have not seen anything that could qualify as something against, all are advantages **Recommendations to others considering JFrog:** JFrog Artifactory, is a repository of universal artifacts that allows us to manage any piece of software, binaries or dependencies, in any language. In addition, it is another of the applications that we can install in just a few clicks, which allows to centralize the work of the different development teams in a scalable and secure environment Artifactory is used by large companies, such as Google, Twitter, Netflix, etc. But any company or developer can take advantage: it facilitates the delivery of the software, making it faster and avoiding problems in the deployment, testing or development **What problems is JFrog solving and how is that benefiting you?** I used it in a company in which I was practicing a few months with the IDEs development tool, and we used it since it presents utilities for devops, version control tools and different operating systems, since 3 of them lived together and we needed a repository that could support the 3 different, so, is able to work with any language and technology needed by any IT project ### 45. Extremely easy to set and start working **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Program Development | Enterprise (> 1000 emp.) **Reviewed Date:** December 13, 2018 **What do you like best about JFrog?** Easy to use, Very easy to maintain and to write the script for clean up etc We changed from nexus to Artifactory for better support **What do you dislike about JFrog?** The support team. Searching on google is easier than getting an answer from the support team **Recommendations to others considering JFrog:** Makes your life better **What problems is JFrog solving and how is that benefiting you?** We are using it to keep our builds in the cloud easily accessible from any place. We also access 3rd party software from Jfrog Artifactory. Its fast and makes things so much cleaner. ### 46. Great tool for flat file storage **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** January 03, 2019 **What do you like best about JFrog?** It is great tool to manage artifacts in flat file structure and secure artifacts based in roles **What do you dislike about JFrog?** It is confusing sometimes to manage the content and cleaning up the archives is bit hard **What problems is JFrog solving and how is that benefiting you?** Push and pull flat files for continuous deployment and managing the files based in the versions ### 47. Maintain internal libraries **Rating:** 5.0/5.0 stars **Reviewed by:** Sanyaisirao M. | Mid-Market (51-1000 emp.) **Reviewed Date:** July 14, 2018 **What do you like best about JFrog?** We can maintain internal libraries with authentication. Setup to publish and resolve is through documentation console. **What do you dislike about JFrog?** Private cocoa pods setup documentation is a bit confusing for new bees. **Recommendations to others considering JFrog:** You can use this for maintaining backend, android, javascript, ios private libraries. **What problems is JFrog solving and how is that benefiting you?** We can maintain internal libraries with authentication. Setup to publish and resolve is through documentation console. ### 48. Best in the competetion **Rating:** 4.0/5.0 stars **Reviewed by:** Deepak K. | Senior Integration Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** January 30, 2018 **What do you like best about JFrog?** I have used Artifactory in my last 2-3 projects. The best thing about Artifactory is ease in setup. It is very less time consuming task to setup a repository using Artifactory. The UI is clear and provides a lot for tool tips to make a repository better. Mirroring external repositories using Artifactory is very easy. **What do you dislike about JFrog?** there is nothing to dislike about in Artifactory. Still I feel navigation into the repository artifacts could have been better. **Recommendations to others considering JFrog:** If you want to implement a DevOps environment for your applications , Artifactory is the best available artifact management in the market. you can easily integrate it with Jenkins, Bamboo etc. **What problems is JFrog solving and how is that benefiting you?** We are using artifactory to mirror external maven repositories. We also stores our code builds into it. our entire product release management is relaying in the Artifactory. ### 49. Great way to share artifacts among large teams **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Defense & Space | Enterprise (> 1000 emp.) **Reviewed Date:** December 28, 2017 **What do you like best about JFrog?** It is very easy to upload and download the latest products from the repository. It works great with Gradle. **What do you dislike about JFrog?** It slows down considerably with large numbers of artifacts. **What problems is JFrog solving and how is that benefiting you?** Sharing of artifacts among a large team of 250+ developers. It also allows us to ensure what is being built is not stale. ### 50. Jfrog artifactory **Rating:** 5.0/5.0 stars **Reviewed by:** Jallal E. | Software Developer, Automotive, Enterprise (> 1000 emp.) **Reviewed Date:** May 18, 2018 **What do you like best about JFrog?** Artifactory allow you to search by keywords, classes within artifacts, and GAV: group, artifact and version. Artifactory can be configured to used several RDMBS for artifacts storage such as MySQL, PostgreSQL, and Oracle. Artifactory is very compact in it storage: binaries will be stores by their checksums which means they are stored only once which makes copy and move operations cheaper. User inteface is more intuitive and easy to work with. **What do you dislike about JFrog?** Artifactory memory consumption is very high **What problems is JFrog solving and how is that benefiting you?** Having an enterprise ready repository manager available, secure, and high availability Docker registries. ## 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=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-10+08%3A53%3A41+-0500&secure%5Bsession_id%5D=35946612-2b78-4b2c-be4f-ebd832a30bac&secure%5Btoken%5D=af93323b86c7713f07e39ac127ace4e90e9df07a96e96e0161850874919c5693&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) - [Jira](https://www.g2.com/products/jira/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 **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **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 - Static Analysis - Project Management - Repository Management - Issue Management - Workflow Management - Assignment Management - Change Management - Testing/QA Management - Application Management **Functionality - Software Composition Analysis ** - Language Support - Integration - Transparency **Device Recognition** - Device Discovery - Device Types - Dashboard **Management** - Configuration Management - Access Control - Orchestration - Portfolio Management - Workflow Management - Timeline Management - Testing Management - Change Management - Issue Management - Compliance Management - Policy Management - User Management - Application Management - Task Management - Project Management - Release Management - Audit Management **Functionality** - Third-Party 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** - Real-Time Analytics - Issue Tracking - Static Code Analysis - Code Analysis - Integrated Development Environment **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 - Version Control - Task Progress Tracking - Issue Tracking - Activity Tracking - Bug Tracking **Effectiveness - Software Composition Analysis** - Remediation Suggestions - Continuous Monitoring - Thorough Detection **Monitoring** - Device Status - Alerts & Notifications - Analytics **Functionality** - Automation - Integrations - Extensibility - Continuous Integration - Third-Party Integrations **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 **Additional Functionality** - Code Review - Access Controls/Permissions - Audit Trail - Rules-Based Workflow - API - Visual Analytics - Two-Factor Authentication - Bug/Issue Capture - Custom Development - Backup and Recovery - Multiple Programming Languages Supported - Security Testing - Authentication - Alerts/Notifications - Collaborative Development - Generative AI - Performance Monitoring - Search/Filter - Content Library - Encryption - Vulnerability Scanning - Wiki - Reporting/Analytics - AI Copilot **Processes** - Pipelines - Orchestration - Workflow Visualization **Testing** - Command-Line Tools - Manual Testing - Test Automation - Compliance Testing - Source-Code Scanning - Detection Rate - False Positives - Multi-Language Scanning **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 - Prioritization - Version Control - Rules-Based Workflow - Approval Workflow - Configurable Workflow **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 **Additional Functionality** - Single Sign On - Search/Filter - Real-Time Reporting - Data Import/Export - Reporting/Analytics - AI Copilot - Commenting/Notes - Data Extraction - SSL Security - Performance Metrics - Status Tracking - Real-Time Monitoring - Troubleshooting Reports - API - Issue Tracking - Projections - Real-Time Data - Event Logs - Collaboration Tools - Generative AI - Role-Based Permissions - Monitoring - Activity Dashboard - Authentication - KPI Monitoring - Activity Tracking - Real-Time Notifications - Dashboard **Additional Functionality** - Continuous Deployment - Source-Code Scanning - Continuous Delivery - Prioritization - Generative AI - Compliance Management - Data Import/Export - Access Controls/Permissions - Bug Tracking - Reporting/Analytics - For Developers - Issue Management - Repository Management - Workflow Management - Monitoring - Pipeline Management - Application Management - API - AI Copilot - Configuration Management - Data Storage Management - Multi-User Collaboration - Project Management - Version Control - Activity Dashboard - Data Synchronization - Lifecycle Management - Change Management - Status Tracking - Authentication - Alerts/Notifications - Automated Testing - Debugging - Approval Process Control - Build Log - Quality Assurance **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Static Application Security Testing (SAST)** - Autonomous Task Execution **Additional Functionality** - Debugging - Generative AI - AI Copilot - For Developers - Deployment Management - Application Security - Dashboard ## Top JFrog Alternatives - [GitLab](https://www.g2.com/products/gitlab/reviews) - 4.5/5.0 (884 reviews) - [GitHub](https://www.g2.com/products/github/reviews) - 4.7/5.0 (2,332 reviews) - [Harness Platform](https://www.g2.com/products/harness-platform/reviews) - 4.6/5.0 (307 reviews)