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Harness vs PerfectScale comparison

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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 Cloud Cost Management
7th
Average Rating
8.0
Reviews Sentiment
7.3
Number of Reviews
11
Ranking in other categories
Build Automation (4th), Static Application Security Testing (SAST) (8th), Feature Management (2nd)
PerfectScale
Ranking in Cloud Cost Management
22nd
Average Rating
9.4
Reviews Sentiment
1.7
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Cloud Cost Management category, the mindshare of Harness is 2.1%, up from 2.0% compared to the previous year. The mindshare of PerfectScale is 1.9%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Cost Management Mindshare Distribution
ProductMindshare (%)
Harness2.1%
PerfectScale1.9%
Other96.0%
Cloud Cost Management
 

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.
reviewer2750058 - PeerSpot reviewer
DevOps & FinOps Engineer at a tech vendor with 501-1,000 employees
Gain visibility into Kubernetes clusters and optimize resource allocation based on historical data
I think they should focus more on Kubernetes features that allow on-the-fly resource allocation without the need to restart services. They should implement this in their autoscaler to make it more useful in scenarios that require immediate scaling up or down. They should also offer more options for visualizing graphs in different ways, such as tabular views.

Quotes from Members

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

Pros

"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."
"It's a highly customizable DevOps tool."
"The features of Harness are valuable, supporting rolling deployments, basic deployments, and blue-green deployments with zero downtime."
"Harness integrates all functions like execution pipelines, environment checks, and log monitoring in one place, making it convenient."
"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 impacted my organization positively; we use Harness in most of all deployments, so it is uniform."
"Harness positively impacts our organization by reducing deployment time, improving release confidence, and lowering operational overhead during deployment."
"Approximately seventy-five percent time was reduced in case of deployment and around sixty to sixty-five percent time was reduced while troubleshooting it."
"PerfectScale made our Kubernetes optimization effortless; it found wasted resources, lowered our cloud costs, and improved performance almost instantly."
"The cluster and workload autoscaler gives us the ability to have control over all the workloads' resources instead of managing them one by one."
"Automated resource optimization using different policies based on the environment enabled the organization to achieve infrastructure cost savings."
 

Cons

"The initial setup can be complex and time-consuming, and the advanced features may require some learning time due to a steep learning curve."
"The licensing cost can be significant for larger teams, which should be taken into account."
"There's also room for improvement in debugging pipeline issues, which can sometimes become complex."
"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."
"Harness setup and configurations could be made easier to configure, which would be helpful."
"There are some UI components that can be improved."
"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."
"Even with automation, there's a requirement for manual change requests for approvals."
"At the beginning, the support was not very impressive."
"With their in-place optimisations, stateful set optimisation would be a great addition."
"I think they should focus more on Kubernetes features that allow on-the-fly resource allocation without the need to restart services."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Outsourcing Company
11%
Manufacturing Company
8%
Comms Service Provider
6%
Insurance Company
29%
Construction Company
25%
Comms Service Provider
10%
Outsourcing Company
7%
 

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.
What needs improvement with PerfectScale?
With their in-place optimisations, stateful set optimisation would be a great addition.
 

Comparisons

 

Also Known As

Armory
No data available
 

Overview

 

Sample Customers

Linedata, Openbank, Home Depot, Advanced
Information Not Available
Find out what your peers are saying about Harness vs. PerfectScale and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.