JFrog Artifactory vs Retool comparison

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JFrog Artifactory

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Executive Summary

We performed a comparison between JFrog Artifactory and Retool based on real PeerSpot user reviews.

Find out in this report how the two AI Software Development solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed JFrog Artifactory vs. Retool Report (Updated: June 2026).

JFrog Artifactory vs. Retool

June 2026

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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

7th

Average Rating

8.2

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Repository Managers (2nd)

Retool

Ranking in AI Software Development

22nd

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Rapid Application Development Software (20th)

Mindshare comparison

As of August 2026, in the AI Software Development category, the mindshare of JFrog Artifactory is 0.4%. The mindshare of Retool is 0.5%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Software Development Mindshare Distribution
Product	Mindshare (%)
JFrog Artifactory	0.4%
Retool	0.5%
Other	99.1%

AI Software Development

Featured Reviews

Vinod Bhupathiraju

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.

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Yannick LE GAL

IT consultant for healthcare sector at Freelancer

Has provided a quick way to build mobile apps and could improve usability for non-technical users

The best features Retool offers include the ability to quickly create a mobile app and use this mobile app in a native mobile app for Android. I found the process of creating and deploying those mobile apps for Android with Retool to be smooth as the documentation is very good, and I found answers and examples to create a mobile app. I can access a debug mode in the mobile app which was really convenient to make tests and find what can be improved, where I have a problem, and how to correct it. Retool positively impacted my organization as the proof of concept we built gave us a way to convince power users and key users before developing the real software. It was a way to maintain the launch date of the project, which helped speed up the project timeline and save resources.

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Quotes from Members

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

Pros

"JFrog Artifactory proved very helpful in supporting a variety of package types for different projects."

"The package registries have been helpful. GitLab, our previous solution, wasn't managing that well."

"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."

"HPE was using it for a lot of things, and they certainly had a massive implementation."

"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."

"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 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."

"JFrog Artifactory has positively impacted my organization by centralizing artifact management and improving consistency across builds."

More JFrog Artifactory pros

"Retool positively impacted my organization as the proof of concept we built gave us a way to convince power users and key users before developing the real software."

"There are several key aspects to Retool that make it stand out. Firstly, its extensive range of components makes integration straightforward. Secondly, its support for SQL and JavaScript allows for the implementation of complex logic, which is particularly beneficial for developers like yourself with experience in .NET development."

"Retool positively impacts our organization by saving costs compared to using other data repositories, and teams prefer Retool for daily tasks that perform customizations to showcase web pages or link their data backend, making it more efficient and cost-effective than other software available in the market."

"We can create the dashboards quickly."

"The most valuable feature of Retool is the workflow because I can integrate multiple features, such as RESTful API, JavaScript API, or different databases on the same dashboard."

"Retool provides built-in features with all processing happening within the platform, which is a significant advantage."

"Retool provides us with the opportunity to save time and be more efficient."

"The most valuable feature of the solution is connectivity with APIs and other databases."

More Retool pros

Cons

"The documentation is a bit sparse. That's our only complaint."

"Looking back, I think the learning curve for JFrog Artifactory could be eased, and the installation process could feel less overwhelming."

"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."

"Although JQL is a great tool, I have noticed that JQL queries can be hard to learn."

"I would like to see written technical support instead of having to contact them directly."

"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."

"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 complexity of managing the tool and the high cost prevent it from being a ten, especially considering there are cloud-native alternatives that are cheaper and easier to use."

More JFrog Artifactory cons

"There are restrictions on the front-end side."

"Retool, being a low-code/no-code platform, could improve by allowing users, particularly non-technical users, to use it more easily."

"In the mobile app development, you have to use JavaScript to interact with components, and for non-technical users, it's already too technical, so Retool has to add some integrated solutions."

"One area for improvement in Retool is expanding its library support to include a broader range of third-party JavaScript libraries."

"AI tools, features, and machine learning capabilities should be added as they would be helpful in the future."

"Retool is more suited for startups, but it can get messy at scale."

"Retool could enhance support, including efforts to establish support centers in Europe, which was lacking previously. However, the community is still in the growth phase, leading to potential delays in receiving responses to queries."

"The components are changed frequently, which is very irritating."

More Retool cons

Pricing and Cost Advice

"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. 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."

"For new users, evaluate the scale of their administrative needs as Retool provides excellent free services for smaller setups, but larger deployments might require transitioning to a paid plan."

"I don't know Retool's current pricing, but it cost around $12 per month earlier."

"The tool is a little bit expensive."

"The pricing is very expensive. It costs for each user, for automated users, open-end users, et cetera."

"For me, I'm in India right now, and we have Retool's subscription for one team member for $10 per month."

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

12%

Manufacturing Company

11%

Comms Service Provider

Construction Company

21%

Manufacturing Company

12%

Financial Services Firm

10%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	4
Large Enterprise	12

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	3
Large Enterprise	4

Questions from the Community

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...

What is your experience regarding pricing and costs for Retool?

My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others. I feel it is an eigh...

What needs improvement with Retool?

I do not have specifics on how Retool can be improved because we are using it for internal tool building only. Regarding needed improvements, perhaps Retool can focus on not building customer-facin...

What is your primary use case for Retool?

We started using Retool last September, so it has been more than nine months now. Our main use case for Retool is an internal operations dashboard built in Retool for our AI agents. Whenever we shi...

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Product Reports

Download JFrog Artifactory product report

JFrog Artifactory

August 2026

Download Retool product report

August 2026

Overview

JFrog Artifactory is a centralized repository that supports multiple artifact types, providing integration into CI/CD pipelines and authentication systems while ensuring secure access control and high availability.

JFrog Artifactory offers universal artifact management with features like versioning, global caching, and real-time federation. Organizations appreciate its scalability and consistent artifact handling, which reduces deployment errors and improves collaboration. While integration with CI/CD pipelines is strong, enhancements for search functionality and configuration simplification are needed, especially in multi-tenant environments. Some find database migration challenging, and the licensing model can be complex, particularly for self-hosted setups.

What are the key features of JFrog Artifactory?

Centralized Repository: Supports diverse artifact types for efficient storage and versioning.
CI/CD Integration: Seamlessly integrates with pipelines for automated artifact management.
Secure Access Control: Ensures secure, controlled access to artifacts.
High Availability and Global Caching: Enhances performance and reliability across deployments.
Real-time Federation: Improves metadata management and usability.

What benefits should users look for when evaluating JFrog Artifactory?

Scalability: Supports growth with consistent artifact management features.
Reduced Deployment Errors: Ensures reliable releases through efficient handling.
Cost Savings: Optimizes resource usage, reducing operational costs.
Improved Collaboration: Facilitates teamwork with streamlined processes.

Organizations across industries use JFrog Artifactory for storing and versioning software artifacts like Docker images and Maven builds. With CI/CD integration, it supports efficient artifact management, dependency handling, and secure distribution, enhancing workflow automation and ensuring quick, reliable releases in various environments.

JFrog

Retool enables rapid construction of internal tools with minimal coding, streamlining workflows across HR, customer support, and compliance. Praised for its drag-and-drop interface, extensive component library, and SQL support, it boosts organizational efficiency by automating tasks and enhancing data management.

Sample Customers

Oracle, Cisco, Cars.com, Riot Games, Google, CA Technologies

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