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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
8th
Average Rating
8.0
Reviews Sentiment
7.3
Number of Reviews
12
Ranking in other categories
Static Application Security Testing (SAST) (12th), Cloud Cost Management (8th), Feature Management (2nd)
JFrog Pipeline
Ranking in Build Automation
24th
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Build Automation category, the mindshare of Harness is 4.8%, down from 7.2% compared to the previous year. The mindshare of JFrog Pipeline is 2.1%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Build Automation Mindshare Distribution
ProductMindshare (%)
Harness4.8%
JFrog Pipeline2.1%
Other93.1%
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

"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."
"Harness has impacted my organization positively; we use Harness in most of all deployments, so it is uniform."
"Everything in Harness is configured and runs smoothly."
"Harness integrates all functions like execution pipelines, environment checks, and log monitoring in one place, making it convenient."
"Approximately seventy-five percent time was reduced in case of deployment and around sixty to sixty-five percent time was reduced while troubleshooting it."
"The features of Harness are valuable, supporting rolling deployments, basic deployments, and blue-green deployments with zero downtime."
"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%."
"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."
"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

"The licensing cost can be significant for larger teams, which should be taken into account."
"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."
"There are some UI components that can be improved."
"Harness setup and configurations could be made easier to configure, which would be helpful."
"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."
"When integrating Harness with more than twenty applications in one place, it becomes less stable, causing improvements to be necessary."
"Infrastructure as code or pipeline as code is something that Harness severely lacks."
"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
26%
Manufacturing Company
8%
Computer Software Company
7%
Outsourcing Company
5%
Financial Services Firm
17%
Manufacturing Company
9%
Transportation Company
6%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise10
No data available
 

Questions from the Community

What needs improvement with Harness?
There are some UI components that can be improved. The needed UI improvements include more graphs, more history, the ability to create pipelines through the UI, and more interactions, with UI compo...
What is your primary use case for Harness?
My main use case for Harness is to create pipelines, deploy applications, and manage security pipelines. I use Harness to deploy applications to EC2 instances and Kubernetes instances, and I create...
What advice do you have for others considering Harness?
My advice for others looking into using Harness is to use AI capabilities, create pipelines, and then use it to deploy. Harness is a good tool. I would rate this review a nine out of ten.
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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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