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JFrog Artifactory vs Spacelift 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)
Spacelift
Ranking in AI Software Development
21st
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Cloud Management (18th)
 

Mindshare comparison

As of May 2026, in the AI Software Development category, the mindshare of JFrog Artifactory is 0.5%. The mindshare of Spacelift is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
JFrog Artifactory0.5%
Spacelift0.4%
Other99.1%
AI Software Development
 

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.
Sudheer Kumar Jamjam - PeerSpot reviewer
Technical Lead Cloud DevOps Engineer at Deloitte
Everything can be visibly managed, scheduling and state management features are pretty good
We've integrated it with source control management tools like GitLab and Bitbucket. The scheduling and state management features are pretty good using Spacelift. It integrates with tools like Terraform and Kubernetes for policies, but we haven't worked on the compliance part. Spacelift streamlines collaboration among our development and operations teams. We use it for CI/CD as well. It can handle automation strategies. Whenever you put your YAML files and integrate them with Spacelift, it will scan the code and show where you need to make changes.

Quotes from Members

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

Pros

"JFrog Artifactory has helped us scale faster and is a highly available, robust artifact repository that boosts our confidence in production."
"JFrog Artifactory has positively impacted my organization by centralizing artifact management and improving consistency across builds."
"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 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."
"Artifactory has helped us modernize, and that's something that we can't do without."
"The most valuable feature is that it is a centralized repository and that you can open multiple repositories for different types of artifacts."
"The package registries have been helpful. GitLab, our previous solution, wasn't managing that well."
"For the most part, it's pretty stable."
"I appreciate that I just have to connect to my AWS account with my credentials, and Spacelift handles the rest."
"One key feature is the Spacelift policies, which we can attach to deployments to ensure compliance with our standards."
"Spacelift is like an extension of Terraform, where everything can be visibly managed."
"A valuable feature of Spacelift is that you can attach labels, and it is a modernized tool for infrastructure deployments. It is pull request-based, and you can see all the Terraform plan and apply logs on the pull request itself, which is not available across any other CI/CD tools."
"Knowing the HashiCorp Configuration Language (HCL) makes it easier to use without issues."
 

Cons

"Although JQL is a great tool, I have noticed that JQL queries can be hard to learn."
"JFrog Artifactory could be improved for simpler workflows without dedicated infra teams or dedicated DevOps, as it could be difficult to configure."
"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."
"The documentation is a bit sparse."
"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."
"Currently, JFrog Artifactory doesn't have AI features, which is an area they could update in the future."
"Sometimes the documentation was sort of messy because there are many possibilities for where and how to install Artifactory."
"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."
"If you are a small enterprise organization, below 500 people, I would not recommend it."
"Synchronization can be difficult when using older and newer versions with Kubernetes and HashiCorp."
"Spacelift currently lacks features that can help with complex type deployments and coordination for major deployments."
"The self-hosted version does not have a lot of features compared to the SaaS version, such as cloud integrations for Azure and GCP."
"In the free version, there's no straightforward way to be notified once a deployment is finished."
 

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."
"It is a bit expensive product."
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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%
Financial Services Firm
13%
Manufacturing Company
10%
Educational Organization
8%
Construction Company
7%
 

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 experience regarding pricing and costs for Spacelift?
I've never checked the pricing because I enjoy using it for free. Besides the notification feature, I haven't needed any paid features.
What needs improvement with Spacelift?
There are a few areas for improvement. For instance, getting notification webhooks is not easy. In the free version, there's no straightforward way to be notified once a deployment is finished. Spa...
What is your primary use case for Spacelift?
I use Spacelift to deploy my applications, particularly AWS applications and infrastructure to my personal AWS account.
 

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. Spacelift and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.