No more typing reviews! Try our Samantha, our new voice AI agent.

Cursor vs JFrog Artifactory 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

Cursor
Ranking in AI Software Development
8th
Average Rating
9.0
Reviews Sentiment
6.1
Number of Reviews
2
Ranking in other categories
AI Code Assistants (4th)
JFrog Artifactory
Ranking in AI Software Development
7th
Average Rating
8.2
Reviews Sentiment
7.4
Number of Reviews
18
Ranking in other categories
Repository Managers (2nd)
 

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of Cursor is 1.0%, down from 37.2% compared to the previous year. The mindshare of JFrog Artifactory is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
JFrog Artifactory0.4%
Cursor1.0%
Other98.6%
AI Software Development
 

Featured Reviews

Rusira Sathnindu - PeerSpot reviewer
Automation Engineer at a tech services company with 1-10 employees
AI coding has accelerated our feature delivery and has transformed how our team builds services
I have been noticing recently that Cursor introduced their own model, which is pretty limited; it is very fast, but it is not smart. They might have to improve that, along with the agent selection methodology. When you select auto, you expect it to use the best agent possible and think of the money savings, but it does not always work as expected, sometimes providing bad code or code that has bugs. I think the auto mode selection can improve. Another concern is the pricing; we have been paying a lot for Cursor recently, which I feel has increased within the last few months, possibly due to our usage going up. We are paying an amount similar to a developer's salary for Cursor now. I believe all the needed improvements are primarily around the auto agent selection mode and pricing. If they could be more transparent about it, that would be appreciated. We only see the bill at the end of the month, and it is often a high amount, so transparency in the pricing would be very helpful for us as developers.
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.

Quotes from Members

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

Pros

"Previously, tasks that would take weeks or months can now be completed within days because of these AI tools."
"Cursor positively impacts my organization by providing great feasibility and better reliability, enabling faster development processes."
"The feature that I like is Permission Targets. If I want to give permission to only deploy the cache, I can give that permission to a set of users. Similarly, if I want to overwrite an artifact with the same name from the same pipeline, I can give permission for that as well to particular users."
"JFrog Artifactory has positively impacted my organization by enhancing software supply chain security, and that is the biggest takeaway."
"JFrog Artifactory has helped us scale faster and is a highly available, robust artifact repository that boosts our confidence in production."
"The best features JFrog Artifactory offers are a unified store for our builds, Docker, and everything, and its integration into CI/CD, which is quite smooth for us as we are using it across several different repositories and two different package types including Go and Java Spring Boot."
"JFrog Artifactory proved very helpful in supporting a variety of package types for different projects."
"Since we started using JFrog Artifactory, we no longer manage our own server just to keep source code and binary code, as all our binary repositories are in JFrog Artifactory, making it a very good repository manager where we can store all our artifacts in one easily accessible place without worrying about downtime or application unavailability, while also providing a proxy for remote applications that has transformed our release process to be faster."
"For the most part, it's pretty stable."
"The package registries have been helpful. GitLab, our previous solution, wasn't managing that well."
 

Cons

"Sometimes Cursor does get stuck, which should be addressed, though the UI remains very good."
"Another concern is the pricing; we have been paying a lot for Cursor recently, which I feel has increased within the last few months, possibly due to our usage going up."
"JFrog Artifactory could be improved for simpler workflows without dedicated infra teams or dedicated DevOps, as it could be difficult to configure."
"I would like to see written technical support instead of having to contact them directly."
"We're looking for something that has additional reporting capabilities on data growth and data aging. This goes back to storage lifecycle management so that the actual Artifactory itself can provide these reports to either the administrators or the users. I don't know if it has those capabilities. That's something we have to look into regarding the self-service dashboard, but the tool itself having those capabilities would be great rather than trying to do it at the underlying storage hardware layer."
"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 documentation is a bit sparse. That's our only complaint."
"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."
"Maybe around user experience, I think one improvement could be the UX, which shows its age, as it has not changed for a bit, but other than that, it is fine."
"Currently, JFrog Artifactory doesn't have AI features, which is an area they could update in the future."
 

Pricing and Cost Advice

Information not available
"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."
report
Use our free recommendation engine to learn which AI Software Development solutions are best for your needs.
909,725 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Comms Service Provider
13%
Computer Software Company
10%
Manufacturing Company
7%
University
7%
Financial Services Firm
16%
Computer Software Company
12%
Manufacturing Company
11%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise12
 

Questions from the Community

What needs improvement with Cursor?
Sometimes Cursor does get stuck, which should be addressed, though the UI remains very good. The terminal can get stuck when there are many backend Docker processes running or when I need to check ...
What is your primary use case for Cursor?
I primarily use Cursor primarily to build applications, including front end and back end, as well as React Native apps. When using Cursor for front end and back end systems, I utilize technologies ...
What advice do you have for others considering Cursor?
My advice to others considering Cursor is that it is very good to use. I would recommend a context strategy to help them work effectively with the IDE.
What is your experience regarding pricing and costs for JFrog Artifactory?
I do not have much experience with pricing, setup cost, and licensing, as it was set up by a different team.
What needs improvement with JFrog Artifactory?
I cannot say much about how JFrog Artifactory can be improved. I appreciate the opportunity to add more about the needed improvements, even small ones. Maybe around user experience, I think one imp...
What is your primary use case for JFrog Artifactory?
My main use case for JFrog Artifactory is hosting artifacts for products, ranging from Docker images to Helm charts, and regular binaries. I can give you a specific example of how I use JFrog Artif...
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
Oracle, Cisco, Cars.com, Riot Games, Google, CA Technologies
Find out what your peers are saying about Cursor vs. JFrog Artifactory and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.