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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
7.8
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
22nd
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2026, in the Build Automation category, the mindshare of Harness is 5.8%, up from 5.6% 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 Market Share Distribution
ProductMarket Share (%)
Harness5.8%
JFrog Pipeline2.1%
Other92.1%
Build Automation
 

Featured Reviews

reviewer2787357 - PeerSpot reviewer
Site Reliability Engineer at Granicus Inc.
Automated delivery has made production releases safer and has reduced deployment incidents
The first point for improvement is the steep learning curve, where concepts such as services, environment, pipelines, and templates take time to understand. New users often need training before becoming productive, resulting in slower initial onboarding compared to simpler CD tools. An improvement idea is better guided onboarding with more opinionated defaults and examples. The second improvement can be on UI complexity and navigation; the UI can feel cluttered with many options and finding past executions, logs, or specific settings sometimes takes extra clicks, leading to small but noticeable productivity loss. Simplified UI views for common workflows and improved search and filtering could help. I also see cost and licensing as potential areas for improvement, as pricing can feel high for small teams and advanced features are tied to higher tiers, which may limit adoption for startups or smaller organizations. Flexible pricing models and more essential features in lower tiers could address this issue.
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

"Production deployments are faster and more reliable, especially for Kubernetes and cloud-based services, with significant reduction in deployment-related incidents, faster recovery when issues occur, faster, more confident releases, increased deployment frequency with higher confidence, and better governance and compliance that improved visibility and coordination across Dev, QA, Ops, and SRE teams."
"Harness integrates all functions like execution pipelines, environment checks, and log monitoring in one place."
"The features of Harness are valuable, supporting rolling deployments, basic deployments, and blue-green deployments with zero downtime."
"It's a highly customizable DevOps tool."
"Everything in Harness is configured and runs smoothly."
"Harness starts integrating with organizations, making everything automated without the need for manual interruption."
"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 integrates all functions like execution pipelines, environment checks, and log monitoring in one place, making it convenient."
"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."
 

Cons

"When deploying multiple components to multiple environments, like production and BCP, failures sometimes occur. Improvements are needed when deploying one component to one environment."
"The first point for improvement is the steep learning curve, where concepts such as services, environment, pipelines, and templates take time to understand."
"Even with automation, there's a requirement for manual change requests for approvals."
"When integrating Harness with more than twenty applications in one place, it becomes less stable, causing improvements to be necessary."
"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 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."
 

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
29%
Computer Software Company
9%
Manufacturing Company
7%
Retailer
5%
Financial Services Firm
17%
Manufacturing Company
11%
Computer Software Company
6%
Educational Organization
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Large Enterprise7
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?
The first point for improvement is the steep learning curve, where concepts such as services, environment, pipelines, and templates take time to understand. New users often need training before bec...
What is your primary use case for Harness?
My main use case for Harness is continuous deployment (CD), specifically for safe, automated deployment to production, especially in Kubernetes and cloud environments. For continuous deployment in ...
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: January 2026.
881,082 professionals have used our research since 2012.