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GitHub Actions vs JFrog Pipeline 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

GitHub Actions
Ranking in Build Automation
2nd
Average Rating
8.4
Reviews Sentiment
5.4
Number of Reviews
23
Ranking in other categories
No ranking in other categories
JFrog Pipeline
Ranking in Build Automation
23rd
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Build Automation category, the mindshare of GitHub Actions is 7.0%, down from 11.5% compared to the previous year. The mindshare of JFrog Pipeline is 2.0%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Build Automation Mindshare Distribution
ProductMindshare (%)
GitHub Actions7.0%
JFrog Pipeline2.0%
Other91.0%
Build Automation
 

Featured Reviews

Bharadwaj Deepak Mohapatra - PeerSpot reviewer
DevOps Engineer at ENTERPRISE SYSTEM SOLUTIONS LIMITED
Has supported repository management and demonstrates potential in workflow flexibility
While GitHub Actions offers a range of functionalities, it is newer compared to more established tools such as Jenkins and Azure DevOps. There is still room for improvement, especially in areas concerning deeper capabilities akin to those provided by Jenkins and Azure DevOps. Given the evolving nature of technology, there are potential improvements GitHub Actions can focus on, including enhancing support and reliability to match its competitors.
Steve Buttler - PeerSpot reviewer
DevOps Lead at a tech company with 51-200 employees
Testing against multiple run times, versions, and environments is a plus point
We are using Shippable to automate our CI/CD, so we (and our developers) can focus on our core business.  Shippable has tremendously increased our product and features delivery by at least three times. The platform has some amazing features and the integration option makes it very simple to plug…

Quotes from Members

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

Pros

"GitHub Actions helps automate the deployment process, eliminating manual copying and testing, which saves time and minimizes errors."
"I have optimized job execution time by running test scripts in parallel and creating multiple pipelines; we've significantly reduced execution times. What could take 50 minutes can be cut down to just 8 to 10 minutes through these optimizations."
"The solution has saved us approximately 20% in terms of efficiency and productivity."
"I am familiar with the entire life cycle of the product."
"The main benefit is collaboration. It allows us to easily collaborate with other developers, regardless of location. For example, we can collaborate with both our African and German colleagues seamlessly. It's platform-agnostic, so it is flexible and not tied to any OS, so we can work on Linux, Windows, web, and even Oracle applications. It's flexible, reliable, and overall an excellent tool for our needs."
"GitHub Actions is valuable for its ease of use and integration."
"It saves a lot of time with GitHub Actions; especially, the whole process if done manually might cost us a lot, maybe a week or two weeks just for deployment, but now with automation, we automate the deployment effectively."
"The most valuable feature of the solution is that it is a good product that offers stability and performance."
"Testing against multiple run times, versions, and environments is a plus point with the additional pipelines making it more interesting to see what is happening across your development process in a single pane of glass."
"The platform has some amazing features and the integration option makes it very simple to plug with any of our favorite tools."
"Shippable has tremendously increased our product and features delivery by at least three times."
 

Cons

"GitHub sometimes makes it difficult to debug actions."
"We can leverage this database tool to manage everything within our environment and data burners, allowing for customization and execution. An additional advantage is the capability to modify aspects like file size, making processes more efficient and faster across the pipelines. Regarding improvements or implementations, I believe there should be enhancements made to the deployment tool. It should be integrated as part of the solution. Infrastructure-wise, we already have tools like GitHub and RobSpot, and data enables us to automate various processes, which is quite beneficial. As for further enhancements, I'm uncertain. I've shared everything I know. However, if there's something specific you'd like to see in future releases, a feature that may not exist yet but would be desirable, I can't provide any input on that matter."
"Sometimes incremental steps should be taken during deployment instead of trying to execute all tasks simultaneously, particularly when dealing with AWS EKS clusters and Helm charts."
"While GitHub Actions offers a range of functionalities, it is newer compared to more established tools such as Jenkins and Azure DevOps. There is still room for improvement, especially in areas concerning deeper capabilities akin to those provided by Jenkins and Azure DevOps."
"We still use Jenkins for some tasks, which suggests there may be areas for improvement in GitHub Actions."
"GitHub Actions lacks a feature for automating the build process for mobile applications."
"The only issue I have faced is with authorization, particularly when configuring the GitHub token correctly."
"Sometimes it is quite complex to commit code from our local system to the GitHub repository; creating a folder in GitHub can be tedious."
"They could work on reducing the number of permissions required while using Bitbucket."
 

Pricing and Cost Advice

"The tool's price is okay and reasonable."
"It is free and open platform, so I would rate it 1 out of 10."
"Regarding cost, as an enterprise, we negotiate our license and expenses, so I can't provide a specific rating for that."
"It's low-priced. Not high, but definitely low."
"For our basic usage, we didn't have to pay."
"The cost for GitHub Actions may be around $45 dollars per user."
"Price-wise, GitHub Actions is okay. If I want to use the product's advanced features, then I need to pay the licensing charges for the solution."
"The product is slightly more expensive than some alternatives."
"The pricing is the cheapest compared to the other platforms out there."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
8%
Comms Service Provider
7%
Outsourcing Company
6%
Financial Services Firm
17%
Insurance Company
9%
Manufacturing Company
7%
Performing Arts
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise4
Large Enterprise11
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for GitHub Actions?
I would rate pricing a seven, which leans toward the expensive side. However, there is still value for money, and that's why we continue using it.
What needs improvement with GitHub Actions?
While GitHub Actions offers a range of functionalities, it is newer compared to more established tools such as Jenkins and Azure DevOps. There is still room for improvement, especially in areas con...
What is your primary use case for GitHub Actions?
The main use case for GitHub Actions is maintaining enterprise repositories in private for security reasons, because we have multiple enterprise clients. We're using the premium GitHub service for ...
Ask a question
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Comparisons

 

Also Known As

No data available
Shippable
 

Overview

 

Sample Customers

Information Not Available
SAP, Today Tix, Cisco, Lithium, Pushspring, Packet
Find out what your peers are saying about Jenkins, GitHub, GitLab and others in Build Automation. Updated: August 2026.
908,858 professionals have used our research since 2012.