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JFrog Artifactory vs Prem Studio comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

JFrog Artifactory
Ranking in AI Software Development
16th
Average Rating
8.2
Reviews Sentiment
7.4
Number of Reviews
15
Ranking in other categories
Repository Managers (2nd)
Prem Studio
Ranking in AI Software Development
24th
Average Rating
10.0
Reviews Sentiment
1.0
Number of Reviews
2
Ranking in other categories
AI Development Platforms (18th)
 

Featured Reviews

VB
Development Senior at a financial services firm with 5,001-10,000 employees
Supports a wide variety of packages with robust security features but needs tighter cloud integration
The best features of JFrog Artifactory include the core functionality of package management and software management, along with scanning capabilities to prevent vulnerabilities from being introduced. The metadata management feature was particularly useful for managing packages within JFrog Artifactory. We utilized Xray integration with JFrog Artifactory, which was instrumental in managing vulnerabilities overall. JFrog Artifactory has robust functionality in terms of access control, which helped us ensure minimal access to various artifacts. I would rate it eight out of ten because it is a great product that is widely used in the industry. It has excellent features from an artifact management perspective and maintains good integrations.
reviewer2760291 - PeerSpot reviewer
Head of AI at a consultancy with 1,001-5,000 employees
Has accelerated AI solution development through automated evaluation and fine-tuning
Prem Studio allowed me to easily automate and solve the complicated problem of exploring and identifying the best AI architecture for our problems. Prem Studio has a straightforward yet powerful approach to evaluate disparate AI architectures on our business problems and to accurately fine-tune the most promising ones. This significantly reduced time-to-market, almost by a factor of ten in my case, for solutions tailored and optimized for customer requirements and KPIs.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The core functionality is most valuable for indexing and metadata of all the artifacts, but within the last year or two, we've been using the Projects feature, which has been very helpful. We can now assign individual admins for different projects and repos so that they can self-manage their own user permissions for their data. My IT DevOps team doesn't have to be the facilitators of that. It's now more of a self-service capability for them."
"JFrog Artifactory has definitely impacted our organization in a positive manner, as approximately 20,000 people or 20,000 pipelines use it on a day-to-day basis and most of the time it saves time because it is very fast, with tools, services, and features that are really brilliant and no other tool can match."
"As for specific outcomes about the positive impact from expanding to four or five verticals, we have achieved faster deployment speeds, faster time to market, and lower pipeline failure rates."
"Universal package support and custom properties help my team day-to-day by making us more efficient, as we have one tool with which all engineering teams can interact regardless of their team."
"HPE was using it for a lot of things, and they certainly had a massive implementation."
"HPE was using it for a lot of things, and they certainly had a massive implementation."
"JFrog Artifactory has positively impacted my organization by centralizing artifact management and improving consistency across builds."
"The most valuable feature is that it is a centralized repository and that you can open multiple repositories for different types of artifacts."
"Prem Studio allowed me to easily automate and solve the complicated problem of exploring and identifying the best AI architecture for our problems."
"The dataset management feature and the managed finetuning are the most valuable because they save the most time."
 

Cons

"Sometimes the documentation was sort of messy because there are many possibilities for where and how to install Artifactory."
"I would like to see written technical support instead of having to contact them directly."
"The documentation is a bit sparse."
"The documentation is a bit sparse. That's our only complaint."
"Currently, JFrog Artifactory doesn't have AI features, which is an area they could update in the future."
"The latest version that I am using is 7.41. It has been upgraded graphics-wise, but there is a bit of slowness. They can improve the graphical interface for the admin jobs and make it faster."
"Looking back, I think the learning curve for JFrog Artifactory could be eased, and the installation process could feel less overwhelming."
"It's an enterprise product that acts like an enterprise product. In other words, it's not a product where they focus on user experience. I wasn't an administrator, so I primarily worked with the command line tool to upload and download parts of the product. I was not impressed with that because it wasn't well documented. It was challenging to figure out how to get things to work."
"The inference should be faster."
 

Pricing and Cost Advice

"It is a bit expensive. It could be a little bit lower or have an a la carte option because, in our case, we had to go to the next version of Enterprise X because we needed one feature, which was more than three projects. We don't need all the other capabilities, but we're paying for all those. It's almost twice the cost of the previous version. So, it would be nice to have something along those lines."
"I am not aware of its cost, but it is worth investing in this. My guess is that its price is not much because we generally prefer open-source solutions, and if we are investing, we don't go for expensive ones. Our selection is based on the market demand and needs, and we invest only if something is worth the cost."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
13%
Manufacturing Company
10%
Comms Service Provider
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise3
Large Enterprise10
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for JFrog Artifactory?
The pricing is very competitive and fits well within our budget.
What needs improvement with JFrog Artifactory?
My advice to others looking into using JFrog Artifactory would be to improve build consistency, manage artifact governance, and centralize and streamline deployment flows for better tracking of con...
What is your primary use case for JFrog Artifactory?
My main use case for JFrog Artifactory is that we have been using it to manage binaries, which makes it flexible for diverse development. One of the strongest aspects of JFrog Artifactory is its se...
What is your primary use case for Prem Studio?
I use Prem Studio to finetune LLM models so that they answer the way I want.
 

Overview

 

Sample Customers

Oracle, Cisco, Cars.com, Riot Games, Google, CA Technologies
Information Not Available
Find out what your peers are saying about JFrog Artifactory vs. Prem Studio and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.