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AWS Cost Explorer vs Harness comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 22, 2026

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

AWS Cost Explorer
Ranking in Cloud Cost Management
15th
Average Rating
9.0
Reviews Sentiment
5.4
Number of Reviews
3
Ranking in other categories
Financial Data Analysis Platforms (3rd)
Harness
Ranking in Cloud Cost Management
5th
Average Rating
8.0
Reviews Sentiment
7.3
Number of Reviews
11
Ranking in other categories
Build Automation (5th), Static Application Security Testing (SAST) (6th), Feature Management (1st)
 

Mindshare comparison

As of July 2026, in the Cloud Cost Management category, the mindshare of AWS Cost Explorer is 2.5%, up from 2.5% compared to the previous year. The mindshare of Harness is 2.2%, down from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Cost Management Mindshare Distribution
ProductMindshare (%)
Harness2.2%
AWS Cost Explorer2.5%
Other95.3%
Cloud Cost Management
 

Featured Reviews

Chukwudi Uzoma - PeerSpot reviewer
Head Of IT, Infrastructure at a financial services firm with 5,001-10,000 employees
Improved cost visibility has supported data‑driven savings and faster anomaly investigations
The best features AWS Cost Explorer offers include cost and usage trend analysis, the cost forecasting feature, service-level spending breakdowns, the tags and cost allocation analysis, Savings Plans recommendations, Reserved Instances recommendations, and reservation coverage and utilization reports. I also appreciate being able to filter by account, service, region, tag, and cost category. The features that stand out for my workflow include cost and usage trend analysis, which I probably could not imagine working without because it really helps me follow the evolution of the different costs per account, per month over the entire year to be able to give useful information to management for possible commitment purposes and decision-making. Without this service or feature, it would be difficult. I particularly appreciate how quickly I can move from a high-level cost view to detailed analysis without requiring complex queries or external reporting tools. AWS Cost Explorer has positively impacted my organization by improving our cost visibility, enabling better financial accountability, and supporting data-driven optimization decisions. It also facilitates collaboration between the teams—engineering, finance, procurement, and leadership—by providing a common source of truth for cloud spending. While I cannot disclose confidential figures, AWS Cost Explorer has helped support cloud optimization initiatives that resulted in great annual savings opportunities through Savings Plans, Reserved Instances, and rightsizing initiatives. It has also reduced the time required to investigate our cost anomalies from hours to minutes. When I mention reduced investigation time from hours to minutes, the typical workflow before involved a team being lost, trying to reconcile where these costs have come from, what accounts have been involved, which services, and jumping from one account to another. For example, if leadership were to ask why AWS cost increased by twenty percent compared to the previous month, this investigation could take hours because you would need to review invoices, analyze usage reports, check which services had increased consumption, identify the affected accounts, and then contact engineering teams for context. However, AWS Cost Explorer streamlined this process significantly because it provides immediate visibility into cost trends. I can quickly compare the time periods, filter by service, account, region, tag, and cost category, and identify the primary drivers of the increase within minutes.
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.

Quotes from Members

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

Pros

"I find the forecasting feature particularly valuable as it helps predict future expenses."
"AWS Cost Explorer has positively impacted my organization by improving our cost visibility, enabling better financial accountability, and supporting data-driven optimization decisions."
"AWS Cost Explorer is beneficial because you can access a simple interface where you can get an overview of all the costs you have in the cloud environment."
"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 integrates all functions like execution pipelines, environment checks, and log monitoring in one place, making it convenient."
"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."
"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."
"It's a highly customizable DevOps tool."
"Harness starts integrating with organizations, making everything automated without the need for manual interruption."
 

Cons

"One disadvantage of AWS Cost Explorer is that you cannot filter too much. You cannot filter data by more than one variable."
"The reason I would not give it a ten is that advanced analytics, forecasting, and reporting often require additional services, as I mentioned earlier, such as the CUR, Athena, Quicksight, or third-party FinOps platforms."
"While there is always room for improvement, any needs for enhancement depend on specific requirements at the time. Currently, I cannot pinpoint any specific improvements needed."
"Even with automation, there's a requirement for manual change requests for approvals."
"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."
"There's also room for improvement in debugging pipeline issues, which can sometimes become complex."
"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."
"There are some UI components that can be improved."
"Harness setup and configurations could be made easier to configure, which would be helpful."
"The licensing cost can be significant for larger teams, which should be taken into account."
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Comms Service Provider
12%
Healthcare Company
9%
Energy/Utilities Company
7%
Financial Services Firm
25%
Manufacturing Company
8%
Computer Software Company
7%
Outsourcing Company
5%
 

Company Size

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

Questions from the Community

What needs improvement with AWS Cost Explorer?
One disadvantage of AWS Cost Explorer is that you cannot filter too much. You cannot filter data by more than one variable. It depends on the specific permissions you assign to the group that will ...
What is your primary use case for AWS Cost Explorer?
We have been handling all of the AWS infrastructure for the customer for maybe two years.
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.
 

Also Known As

Reserved Instance Reporting
Armory
 

Overview

 

Sample Customers

Information Not Available
Linedata, Openbank, Home Depot, Advanced
Find out what your peers are saying about AWS Cost Explorer vs. Harness and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.