I like the JFrog interface, where I can check binaries and keep track of versioning, helping me monitor everything efficiently. It's a major component of our CICD pipeline. The interface is very good for navigating through artifacts or binaries, and it's essential for keeping track of all the builds and their versions.

What do you dislike about the product?

I would say, if you can actually do some enhancements in that UI to be something like, in terms of the version controlling, like, if we have more features on the version controlling, that would be great.

What problems is the product solving and how is that benefiting you?

I use JFrog to efficiently manage and store active repositories, making our CICD pipeline seamless. The interface helps me track binaries and version control, which is crucial for our deployments and build monitoring.

Elsa L.

Centralized Artifacts, Smooth Deployments, and Reliable CI/CD with JFrog

Reviewed on Jul 05, 2026

Review provided by G2

What do you like best about the product?

What I like most about JFrog is how it centralizes everything related to software packages and artifacts in one place. That consolidation has made our release process far more organized and dependable. Instead of juggling packages across multiple repositories, we can store, version, and distribute them from a single platform, which makes deployments noticeably smoother.

A feature I rely on often is Artifactory’s support for multiple package formats. Whether we’re working with Docker images, Maven, npm, or other package types, it all gets handled in a consistent way. Integrating it with our CI/CD pipeline was also straightforward, and once it was connected, it automated a lot of the manual steps we used to do ourselves. As a result, we’ve saved time and seen fewer deployment mistakes.

From a UI standpoint, the interface feels clean and easy to navigate. Finding artifacts, checking versions, and managing repositories doesn’t require digging through complicated menus, which is especially useful when we’re troubleshooting build issues.

Performance has been strong as well. Uploads and downloads are fast, and we’ve rarely run into downtime or delays, even when multiple developers are working at the same time. That level of reliability gives us more confidence during releases.

I’ve also appreciated the documentation and onboarding experience. There are plenty of guides and examples, so getting started wasn’t difficult, and when we’ve needed support, the responses have been helpful and knowledgeable.

Another feature that has added value is JFrog’s AI-powered security and intelligence capabilities. The platform helps surface vulnerabilities and provides useful insights into dependencies, making it easier to identify potential risks early in the development lifecycle instead of discovering them later during deployment.

One unexpected benefit has been improved traceability. Being able to quickly see where artifacts came from, which versions were deployed, and how everything ties together has made debugging and auditing much easier than it used to be.

Overall, JFrog has streamlined our development workflow, improved collaboration across the team, and reduced the time we spend managing artifacts manually. While it’s a premium product, the time savings, automation, reliability, and intelligent security insights have made it a worthwhile investment for our team.

What do you dislike about the product?

JFrog is a powerful platform, but it does have a fairly steep learning curve, especially when configuring advanced features. While the UI is clean, some settings could be more intuitive.

The pricing can also be high for smaller teams, and the AI-powered features, while useful, could provide more proactive recommendations and automation. Improving onboarding, simplifying advanced workflows, and enhancing the AI capabilities would make the overall experience even better.

What problems is the product solving and how is that benefiting you?

JFrog helps us centralize artifact management and automate our software delivery process. Instead of managing packages across multiple repositories, everything is stored, versioned, and distributed from a single platform, which makes deployments more reliable and reduces manual work.

It has also improved collaboration across our development team, made it easier to track artifact versions, and helped identify security issues earlier in the development lifecycle. Overall, it's saved us time, reduced deployment errors, and made our release process much more efficient.

Dilraj S.

Reliable, Smooth Artifact Management That Stabilizes CI/CD

Reviewed on Jul 02, 2026

Review provided by G2

What do you like best about the product?

What I like most about JFrog is how reliable it is and how smoothly it handles artifact management. It keeps dependency management and our CI/CD pipelines more stable and predictable, which makes day-to-day work easier.

What do you dislike about the product?

One thing I dislike is that JFrog can feel a bit complex when you’re first setting it up and configuring it. It offers a lot of features, but it can take some time to fully understand how they work and to optimize your configuration.

What problems is the product solving and how is that benefiting you?

JFrog addresses the challenge of managing and distributing software artifacts in a reliable, centralized way. By providing a single source of truth for binaries, it reduces confusion around versioning and dependencies. For me, this translates into more consistent builds and fewer deployment issues that come from missing or mismatched dependencies.

Harshal P.

Reliable, Scalable Artifact Management with Broad Package Manager Support

Reviewed on Jul 02, 2026

Review provided by G2

What do you like best about the product?

JFrog delivers an exceptionally reliable, centralized artifact repository management system that scales smoothly alongside enterprise CI/CD pipelines. What really sets it apart is its strong, native support for a wide range of package managers—such as Docker, npm, Maven, PyPI, and NuGet—so development teams can rely on a single, unified source of truth for all binary builds. In addition, its seamless integration with automated security and compliance scanning tools helps ensure dependencies are thoroughly checked for vulnerabilities well before they reach production, which significantly increases overall confidence in deployments.

What do you dislike about the product?

As artifact storage scales, licensing and infrastructure costs can become quite high, often requiring significant compute resources and strict cleanup policies to avoid storage bloat. On top of that, the artifact search can feel slow when you’re working with very large repositories, and multi-region replication sometimes experiences minor synchronization delays that can temporarily slow down localized CI/CD pipelines.

What problems is the product solving and how is that benefiting you?

JFrog is a centralized, highly reliable binary repository manager that helps streamline our CI/CD pipelines. It solves the problem of fragmented dependency management by securely hosting our internal artifacts and caching third-party packages in one place. As a result, we get consistent, reproducible builds across multiple development teams, and our build times are significantly reduced. On top of that, its robust access controls and integrations with security scanning tools help us identify and remediate vulnerabilities early in the development lifecycle, supporting overall software integrity.

ANSHU R.

Reliable and Scalable for CI/CD Workflows

Reviewed on Jun 15, 2026

Review provided by G2

What do you like best about the product?

I like JFrog for its ability to centralize artifact management and integrate seamlessly with CI/CD workflows. The artifact traceability is extremely valuable because it helps us quickly identify which build version was deployed, reducing troubleshooting time during incidents. JFrog is reliable, scalable, and makes release management more organized across multiple environments. The platform improves deployment reliability and version consistency, and it is a valuable solution for teams managing modern DevOps workflows.

What do you dislike about the product?

One area that could be improved is the learning curve for new users. Some administrative configurations and advanced repository management features can be complex to understand initially. Additionally, troubleshooting permission-related issues sometimes requires deeper knowledge of the platform. More guided documentation and simplified onboarding for new users would make adoption easier.

What problems is the product solving and how is that benefiting you?

JFrog centralizes artifact management, integrates with our CI/CD pipelines, ensures deployment consistency, and improves artifact traceability across releases, making troubleshooting and release management easier.

Saurabh B.

Effective Version Management, Needs Improved Pricing

Reviewed on Jun 13, 2026

Review provided by G2

What do you like best about the product?

I find the experience with JFrog fine as of now. I use it for handling images and specifically for taking the immediate made of the newer version and working back, which is helpful for the tasks I do. The initial setup was quite easy and we didn't face any difficulty.

What do you dislike about the product?

Your work on pricing. You can work on a subscription plan, because it is highly expensive for startups, individual developers, and smaller organizations. I want you to make it a smart input for small startups. Also, you can introduce a modern UI in your JSON so that it will be better.

What problems is the product solving and how is that benefiting you?

I use JFrog for managing variables for a newer version of our product, saving data, and adding new engines.

G Srivastava

Centralized artifact management has accelerated global releases and simplified version rollbacks

Reviewed on Jun 11, 2026

Review provided by PeerSpot

What is our primary use case?

I primarily used JFrog Artifactory for package management because it provides a remote proxy and caching that helped accelerate our release lifecycle and made our releases much easier and faster. We were uploading all of our artifacts to this repository, and it provides build tools like Maven. Since we were using the JBoss application, uploading our JAR and WAR files directly to JFrog Artifactory really helped us deploy applications in a fast manner.

Earlier, we used Git and GitHub for our version control system and uploaded all our JAR and WAR files directly to GitHub. However, when we discovered that JFrog Artifactory is a tool that helps in directly uploading all those artifacts, the versioning feature stood out to us. It also provides the build tool within itself, so we do not need to build the source code individually or on another system. As soon as we discovered these features in JFrog Artifactory, we switched to using it, and it has helped us with many releases. For example, if we deployed the application today on version one and the artifacts for version one are already stored in JFrog Artifactory, after a couple of days if we need to add other features, it will be version two and we need not commit again and again or undo the commit to get the release. We simply deploy our changes and version two is created in JFrog Artifactory, and if we want to roll back those changes, we can simply click from version two to version one and the changes are rolled back.

We have used JFrog Artifactory in a limited capacity, as they have many other features but that depends on their cost and models. We used the free version earlier and then moved to the Pro version.

What is most valuable?

JFrog Artifactory offers many features, but the system's stability stands out the most to me since whenever we want to use those artifacts, they are almost always available globally. I work from India and my colleagues work from Europe or the USA and they can also access those artifacts without issues. It is a great tool for managing binaries across different environments such as Development, QA, Prod, Non-prod, and SIT, handling all those environments without issues, and it provides very good security and access control if we are using the Pro version, allowing us to monitor who made changes and when. We started using it with Docker, which also helps in managing and distributing our Docker images, so that is a very great feature.

In our day-to-day operations, we were using Docker since we had the chance to containerize our application, so we were using a repo server to manage all those images. However, JFrog Artifactory has the feature to keep those images within itself, making it very easy for us to keep all those images in one place. This was the feature we started using once we discovered it. Regarding security and access control, we can easily trace changes. For example, if I work on an application today and make changes, a version one is created for this application and tomorrow a colleague makes some changes creating version two. My manager can easily identify the changes I made versus my colleague's changes with the help of traceability and access control on the system.

Since we started using JFrog Artifactory, we no longer manage our own server just to keep source code and binary code. All our binary repositories are in JFrog Artifactory, so I can say it is a very good repository manager. This is where we can store all our artifacts without needing to find another server or directory, and it is very easily accessible so we do not have to wait for JFrog Artifactory to be down or for our application to be unavailable. We have not experienced that. Another very good feature is that it provides a proxy for remote applications, enabling us to use build tools not available within our intranet, allowing us to compile our source code into binary code easily, which has transformed our release process to be faster.

What needs improvement?

I think JFrog Artifactory already has good features and has evolved since its inception, incorporating AI/ML and supporting Kubernetes and Docker images. JFrog Artifactory is progressing well, and I do not see many other features according to my requirements that are needed. I would only suggest that the cost could be reduced for older customers or made consumption-based so that more people can opt for it.

The user interface can be better. It has evolved significantly since I started using JFrog Artifactory, so it can improve further.

I choose a nine out of ten because, as mentioned in my previous answer, it sometimes faces performance issues due to slow repository response and long download times for artifacts, which affects overall performance. That is why I feel it needs improvement to achieve a perfect ten.

For how long have I used the solution?

I have used JFrog Artifactory for over one year in my previous company.

What do I think about the stability of the solution?

In my experience, JFrog Artifactory is stable and available for usage most of the time globally. It does have performance issues at times for certain locations, but overall, it has been a very good experience.

What do I think about the scalability of the solution?

We have effectively used JFrog Artifactory within a good team of ten to twelve people. However, there are performance issues when two or three people are using it simultaneously for our code, which results in performance lags.

How are customer service and support?

We have utilized support from JFrog Artifactory, which has been very good. Opening a ticket on the customer portal yields a response, especially if using the Pro or Enterprise version. For the free trial, support is unavailable, but the assistance we received was fast and helpful, with easy tracking of ticket status and history on their portal.

Which solution did I use previously and why did I switch?

We previously used Git and GitHub, which just stored repositories and artifacts, but without the additional features JFrog Artifactory offers. Hence, we switched from GitHub to JFrog Artifactory.

How was the initial setup?

The setup was very easy, and the setup cost was reasonable. We started with a free trial before moving to the Pro version, which costs around one hundred dollars per month for us. We had a ticket with the support team, who provided very good discounts, although I cannot share the specifics, but they were very helpful.

What about the implementation team?

We have definitely seen a return on investment in terms of savings. Money has been saved through intelligent utilization. It has positively impacted both money and time saved, facilitating the downloading of artifacts and uploading of source code into a central repository easily. Thus, there is no need for more than two or three people to manage it, making it a cost-saving solution.

What was our ROI?

What's my experience with pricing, setup cost, and licensing?

The setup was very easy, and the setup cost was reasonable. We started with a free trial before moving to the Pro version, which costs around one hundred dollars per month for us.

Which other solutions did I evaluate?

We have not tried any other options besides Git and GitHub. Once we started working with JFrog Artifactory, we never looked back.

What other advice do I have?

If you want to minimize efforts in compiling source code without frequently downloading and maintaining a server, you should definitely consider JFrog Artifactory. They offer vast tools for different coding environments such as Maven and NuGet, and they are continuously evolving, adding support for Docker images and Kubernetes. Companies utilizing Docker or Kubernetes will benefit significantly from a reliable tool to compile their source code into binary code. I recommend trying JFrog Artifactory once because you will probably start loving it. I have rated this product as a nine out of ten.

Suji R.

Simplifies Dependency Management for Faster, More Reliable Builds

Reviewed on Jun 10, 2026

Review provided by G2

What do you like best about the product?

Best thing is how it simplifies dependency management Our build are faster and more reliable because package is centrally managed and cached without worrying about missing dependencies

What do you dislike about the product?

I guess it’s all fine for now. As a developer I am good with jfrog. The only thing I can think of right now is time taking to understand and learn, otherwise good.

What problems is the product solving and how is that benefiting you?

Instead of all the developers that n Ed’s downloading libraries directly from maven central repository, artifactory acts as a central repository. This reduce build failures

Information Technology and Services

Jfrog- Artifact management

Reviewed on Jun 10, 2026

Review provided by G2

What do you like best about the product?

- JFrog Artifactory is a very reliable artifact repos and works with many package types like npm, docker, python and more.
- UI is clean and easy to use for daily work.
- It integrates well with popular CI/CD tools like Jenkins, GitHub Actions.
- Features like caching and high availability help it perform well even for large teams and organizations.
- The starting price is reasonable, but enterprise plans can become expensive.
- Documentation is helpful, and support is good.
- JFrog has strong AI and security features. Xray helps scan ML models and detect security risks

What do you dislike about the product?

- One thing I don't like about Jfrog is that it can feel complex, especially for new users.
- The UI is okay but not very modern, and it takes some time to understand all the features.
- The pricing can also increase quickly when you add products like Xray and other enterprise features.

What problems is the product solving and how is that benefiting you?

- JFrog helps manage all artifacts in one place instead of using different repo for npm, docker, python and other package types. This is making it easier to manage dependencies and releases across different projects.

- For my team, it has helped improve build reliability and made artifact management much simpler.
- Features like caching improve build performance, and Xray helps identify security issues early in the development process.

Overall, it reduces manual effort, improves security, and helps keep the development process more organized.

Computer Software

Artifactory’s Offline Mode Feels Complex for Air-Gapped Deployments

Reviewed on Jun 10, 2026

Review provided by G2

What do you like best about the product?

I think it does a lot more as a repository management system. I based msr 2 and 3 and frog artifactoey definitely does a lot more than msr. Not sure about msr 4 since its built on top of harbor.

What do you dislike about the product?

I think Jfrog Artifactory offline mode can be complex like any airgapped deployments. Haven't touched it in couple years though.

I also did struggle with deployment when I tried few years back. The deployment guide was complex even for someone with 3 to 4 years of technical experience.

What problems is the product solving and how is that benefiting you?

The only problem jfrog is solving for use Mirantis people i guess is being able to perform A/B testing and compare how MSR 4 stacks up to jfrog artifactory.

Sorry if this response doesn't help.