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Harness 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

Harness
Ranking in Build Automation
7th
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
9
Ranking in other categories
Static Application Security Testing (SAST) (13th), Cloud Cost Management (8th), Feature Management (2nd)
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 May 2026, in the Build Automation category, the mindshare of Harness is 5.0%, down from 6.9% compared to the previous year. The mindshare of JFrog Pipeline is 2.2%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Build Automation Mindshare Distribution
ProductMindshare (%)
Harness5.0%
JFrog Pipeline2.2%
Other92.8%
Build Automation
 

Featured Reviews

MK
Technical Associate at ZS
Templatized pipelines have improved efficiency while limitations in code-based development remain
Harness UI can do a lot of good things. Harness's UI should not feel very complicated. At the current stage, it feels very commercialized and compared to other platforms such as Argo CD or Jenkins, which feel much more lively and much more simple. Infrastructure as code or pipeline as code is something that Harness severely lacks. There is not a lot of good support for pipeline as code, and I often find myself not using pipeline as code the way other platforms such as GitHub Actions or Jenkins integrate pipeline as code. Pipeline as code is definitely one of the disadvantages when it comes to Harness. Additionally, the entire platform feels very commercialized, which is something that a lot of developers, especially open-source enthusiasts, might not appreciate even within the organization. One of the very important key factors I observed was that there is no way to execute nested pipelines, which means that we cannot execute child pipelines within child pipelines and child pipelines even within those child pipelines. There is no way to execute nested pipeline execution, which may or may not be required based on the use case, but it is definitely one of those features that I wish the platform had.
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

"Some of the best features of Harness include powerful CI/CD pipeline automation, intelligent deployment strategies, and building monitoring, and its automation capabilities significantly improve speed and reliability while saving time by reducing manual operational tasks and the number of employees needed for deployments."
"Harness has positively impacted my organization as several teams have already migrated to it, and some are in the process of moving, reducing the dependency on one specific platform and making it faster with shortened build times and much faster deployments."
"Some of the best features of Harness include powerful CI/CD pipeline automation, intelligent deployment strategies, and building monitoring, and its automation capabilities significantly improve speed and reliability while saving time by reducing manual operational tasks and the number of employees needed for deployments."
"The time to resolve issues has been cut by about thirty to thirty-five percent, while the time to deploy has actually been cut in half."
"Everything in Harness is configured and runs smoothly."
"By adopting templates and various different pipelines across our own IDP platform, we have saved upwards of 30 to 40% of development time and also reduced risks of failures or error rates by upwards of 70%."
"The features of Harness are valuable, supporting rolling deployments, basic deployments, and blue-green deployments with zero downtime."
"Harness starts integrating with organizations, making everything automated without the need for manual interruption."
"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."
"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 with any of our favorite tools."
 

Cons

"Even with automation, there's a requirement for manual change requests for approvals."
"I prefer the previous less compact UI version of Harness, which showed more details on the screen."
"Infrastructure as code or pipeline as code is something that Harness severely lacks."
"There's also room for improvement in debugging pipeline issues, which can sometimes become complex."
"Harness can be improved by providing more clarity on the credits it issues for Harness Cloud, as it has a tiered pricing structure involving license and credit costs, which can get confusing."
"Harness is a very feature-rich platform, but the large number of modules can feel overwhelming for beginners as it requires a certain learning curve to understand module configurations and deployment pipelines."
"When deploying multiple components to multiple environments, like production and BCP, failures sometimes occur. Improvements are needed when deploying one component to one environment."
"Harness setup and configurations could be made easier to configure, which would be helpful."
"They could work on reducing the number of permissions required while using Bitbucket."
"They could work on reducing the number of permissions required while using Bitbucket."
 

Pricing and Cost Advice

Information not available
"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
27%
Computer Software Company
7%
Manufacturing Company
7%
Comms Service Provider
5%
Financial Services Firm
16%
Manufacturing Company
9%
Performing Arts
5%
Insurance Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise9
No data available
 

Questions from the Community

What needs improvement with Harness?
One improvement I see for Harness is simplifying the configuration process for smaller teams or startups, as the platform offers powerful features that new users may require some time to understand...
What is your primary use case for Harness?
Harness automates the CI/CD pipelines and manages applications deployments across different environments like staging, development, and production. I use it to monitor the deployments and ensure st...
What advice do you have for others considering Harness?
I appreciate that Harness provides good visibility into pipeline execution and deployment status, and I appreciate how it simplifies the complex CI/CD workflows. Its automation features help reduce...
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Comparisons

 

Also Known As

Armory
Shippable
 

Overview

 

Sample Customers

Linedata, Openbank, Home Depot, Advanced
SAP, Today Tix, Cisco, Lithium, Pushspring, Packet
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