Try our new research platform with insights from 80,000+ expert users

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
7
Ranking in other categories
Static Application Security Testing (SAST) (16th), Cloud Cost Management (9th), Feature Management (2nd)
JFrog Pipeline
Ranking in Build Automation
21st
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of March 2026, in the Build Automation category, the mindshare of Harness is 5.3%, down from 6.1% compared to the previous year. The mindshare of JFrog Pipeline is 2.1%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Build Automation Mindshare Distribution
ProductMindshare (%)
Harness5.3%
JFrog Pipeline2.1%
Other92.6%
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

"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 starts integrating with organizations, making everything automated without the need for manual interruption."
"Harness integrates all functions like execution pipelines, environment checks, and log monitoring in one place."
"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."
"The features of Harness are valuable, supporting rolling deployments, basic deployments, and blue-green deployments with zero downtime."
"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."
"It's a highly customizable DevOps tool."
"The platform has some amazing features and the integration option makes it very simple to plug with any of our favorite tools."
"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."
 

Cons

"When integrating Harness with more than twenty applications in one place, it becomes less stable, causing improvements to be necessary."
"There's also room for improvement in debugging pipeline issues, which can sometimes become complex."
"Harness setup and configurations could be made easier to configure, which would be helpful."
"Even with automation, there's a requirement for manual change requests for approvals."
"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 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."
"Infrastructure as code or pipeline as code is something that Harness severely lacks."
"I prefer the previous less compact UI version of Harness, which showed more details on the screen."
"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."
report
Use our free recommendation engine to learn which Build Automation solutions are best for your needs.
884,873 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
28%
Computer Software Company
8%
Manufacturing Company
7%
Retailer
6%
Financial Services Firm
16%
Manufacturing Company
10%
Performing Arts
6%
Educational Organization
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Large Enterprise9
No data available
 

Questions from the Community

What do you like most about Harness?
It's a highly customizable DevOps tool.
What needs improvement with Harness?
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. Addit...
What is your primary use case for Harness?
Harness helps us build a pipeline with containerized steps that isolates virtual machines, reduces DevOps-based drifts, and improves our process by integrating several security testing-related step...
Ask a question
Earn 20 points
 

Comparisons

 

Also Known As

Armory
Shippable
 

Overview

 

Sample Customers

Linedata, Openbank, Home Depot, Advanced
SAP, Today Tix, Cisco, Lithium, Pushspring, Packet
Find out what your peers are saying about GitLab, Google, GitHub and others in Build Automation. Updated: March 2026.
884,873 professionals have used our research since 2012.