Apptio Cloudability vs Harness comparison

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Apptio Cloudability

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Executive SummaryUpdated on Jul 16, 2026

Apptio Cloudability and Harness compete in the cloud cost management and CI/CD automation categories. Cloudability seems to have the upper hand in cost optimization and reporting, while Harness is superior in automation and scalability for deployment processes.

Features: Cloudability delivers comprehensive reporting and dashboard capabilities, excellent AWS integration, and notable cost-saving features like rightsizing recommendations. Harness excels with CI/CD pipeline automation, AI-powered deployment tools, and effective scaling, all of which enhance development speed and reliability.

Room for Improvement: Cloudability should simplify its setup process and enhance its data visualization capabilities. Enhancing API functionality and dashboard user-friendliness is also recommended. Harness needs to ease its configuration process for smaller teams, improve onboarding documentation, and reduce UI complexity to better serve startups.

Ease of Deployment and Customer Service: Both support public cloud environments extensively. Cloudability's customer service is generally responsive but varies in support quality. Harness offers consistent technical support, though resource availability can stretch. Users report a mixed experience with Cloudability and stretched resources affecting Harness support.

Pricing and ROI: Cloudability is valued for its robust features and integration capabilities, offering ROI through cost management. Harness, initially costly, justifies its price with operational efficiencies, providing clear benefits and ROI through intelligent automation and pipeline management. However, the higher pricing may deter smaller teams or startups.

To learn more, read our detailed Apptio Cloudability vs. Harness Report (Updated: June 2026).

Apptio Cloudability vs. Harness

June 2026

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Review summaries and opinions

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

ROI

Sentiment score

6.5

Apptio Cloudability enabled organizations to cut costs by up to 20%, saving thousands annually and streamlining reporting processes.

Sentiment score

7.3

Harness enhanced deployment efficiency and error reduction, yielding significant ROI through automation and AI-driven cost-saving strategies.

It'd be very easy to save at least 10 to 20% costs from cloud spend just by utilizing the features of right-sizing or commitments management that Cloudability offers.

Cloud Ops Lead at a tech vendor with 10,001+ employees

We save time by making the reporting easier.

For more quotes and insights, download the Apptio Cloudability report

Digital Marketing, Marketing Technology & Analytics Architect at a manufacturing company with 10,001+ employees

The AI features that they have and with which we can rewrite the pipeline and troubleshoot issues significantly saved time.

Harsh Goenka

Cloud Architect at a outsourcing company with 51-200 employees

By adopting templates and various different pipelines across our own IDP platform, we have saved upwards of 30 to 40% of development time.

For more quotes and insights, download the Harness report

Technical Associate at ZS

With Harness, the release process decreased from three or four hours to one or two hours, making deployments much quicker.

Linwei Yuan

Software Engineer at Citi

Customer Service

Sentiment score

5.2

Enterprise customers desire better support consistency, improved data backup, and more effective communication, with mixed experiences on support responsiveness.

Sentiment score

7.7

Harness offers reliable, responsive customer service and well-structured documentation, providing efficient issue resolution and high user satisfaction.

The customer support from Cloudability is great.

Cloud Ops Lead at a tech vendor with 10,001+ employees

Cloudability's customer support is adequate, and I would rate it an 8 on a scale of 1 to 10.

For more quotes and insights, download the Apptio Cloudability report

Digital Marketing, Marketing Technology & Analytics Architect at a manufacturing company with 10,001+ employees

We have rarely faced issues with Harness tech support.

Saurab Gnagurde

IT Analyst | Aws Cloud Ops | Dev Ops | Fin Ops at Tata Consultancy

We have not faced any customer support issues, with tickets resolved in less than a four-day SLA.

reviewer2787339

Quality Engineering Lead at a logistics company with 51-200 employees

There was an instance when I faced issues with third-party plugins, and after raising a support ticket, they responded in a few hours with a documentation link that resolved my issue.

Akashkhurana Hirana

Senior Software Engineer 2 at Porch

For more quotes and insights, download the Harness report

Scalability Issues

Sentiment score

7.1

Apptio Cloudability is scalable and appreciated in regions but needs improved reporting, speed, cost analysis, and action capabilities.

Sentiment score

7.5

Harness effectively scales SaaS environments, supports complex workflows, but may face stability issues with simultaneous service integrations.

Cloudability's scalability is excellent because it can link with as few as one cloud account to thousands of cloud accounts, so there are no issues there.

For more quotes and insights, download the Apptio Cloudability report

Cloud Ops Lead at a tech vendor with 10,001+ employees

Our entire organization uses it with hundreds of applications, and it supports this scale effectively.

Ravi Hanok

Senior Software Engineer at a financial services firm with 10,001+ employees

It is able to work on our infrastructure side, which is EKS, and we are able to handle our organization growth effectively for an enterprise use case.

For more quotes and insights, download the Harness report

Technical Associate at ZS

When I integrated Harness to more than 20 applications in one place, it becomes less stable.

Linwei Yuan

Software Engineer at Citi

Stability Issues

Sentiment score

7.3

Apptio Cloudability is largely viewed as a stable, reliable tool that effectively supports both single-cloud and multi-cloud environments.

Sentiment score

8.1

Harness is considered stable and reliable, although integration with many applications may occasionally affect stability.

No quotes available

For more quotes and insights, download the Apptio Cloudability report

Harness is completely stable, and we are using it in production without facing any stability issues at all.

reviewer2787339

Quality Engineering Lead at a logistics company with 51-200 employees

We have rarely faced issues with Harness tech support.

Saurab Gnagurde

IT Analyst | Aws Cloud Ops | Dev Ops | Fin Ops at Tata Consultancy

Harness is decently stable.

For more quotes and insights, download the Harness report

Technical Associate at ZS

Room For Improvement

Apptio Cloudability needs to simplify interfaces, improve metrics, automate processes, and enhance integration for better user optimization and efficiency.

Simplify configuration, improve UI, expand features, clarify pricing, and enhance security to improve accessibility and functionality for smaller teams.

I've found that Groups is basically unusable because if it can't be used everywhere, you would have to run both group-based access control and direct user-based access control at the same time, which doesn't make any sense.

Cloud Ops Lead at a tech vendor with 10,001+ employees

I believe that automating all manual processes in Cloudability would be beneficial, providing a proactive prescriptive analysis on what needs to be done to lower costs.

BapineeduBollempalli

Enterprise Data Architect at LTIMindtree

It would be beneficial if we could use resource tags to provide more fine-grained visibility.

For more quotes and insights, download the Apptio Cloudability report

Digital Marketing, Marketing Technology & Analytics Architect at a manufacturing company with 10,001+ employees

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.

For more quotes and insights, download the Harness report

Technical Associate at ZS

Improved documentation and onboarding tutorials would help accelerate adoption.

Samruddhi Patil

Cloud Platform at Futurescape

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.

reviewer2787339

Quality Engineering Lead at a logistics company with 51-200 employees

Setup Cost

Apptio Cloudability offers comprehensive features with annual usage-based pricing, ideal for large organizations despite higher costs.

Harness pricing is higher than open-source but justified by benefits, with room for improvement in licensing cost noted.

Compared to the rest of the industry, they may be a little more expensive than some other FinOps tools.

For more quotes and insights, download the Apptio Cloudability report

Cloud Ops Lead at a tech vendor with 10,001+ employees

From what I understand with respect to Harness, licensing and setup costs were relatively low for an enterprise, and the pricing was more catered toward enterprises who would invest in the technology.

For more quotes and insights, download the Harness report

Technical Associate at ZS

The licensing cost is a little bit too high.

Harsh Goenka

Cloud Architect at a outsourcing company with 51-200 employees

Valuable Features

Apptio Cloudability optimizes AWS costs with features like Reserved Instance Planner, customized dashboards, extensive reporting, and seamless AWS integration.

Harness simplifies CI/CD automation with AI-driven processes, enhancing deployment speed and reliability while reducing risks and manual effort.

The forecasting feature has helped me understand how the resources are utilized and how the cost is burned, and then I use it to make changes to keep the cost in control.

Digital Marketing, Marketing Technology & Analytics Architect at a manufacturing company with 10,001+ employees

The Views feature is also beneficial because lots of teams may use Cloudability within an organization, allowing users to segregate data to particular Views so they are only looking at what's relevant to them.

For more quotes and insights, download the Apptio Cloudability report

Cloud Ops Lead at a tech vendor with 10,001+ employees

I find the reports to be extensive and elaborate, and I get whatever information I require.

BapineeduBollempalli

Enterprise Data Architect at LTIMindtree

Harness uses AI to suggest errors in case of deployment failures.

Ravi Hanok

Senior Software Engineer at a financial services firm with 10,001+ employees

The platform also supports cloud-native environments and Kubernetes deployments, making pipeline management easier, and its automation capabilities significantly improve speed and reliability.

Samruddhi Patil

Cloud Platform at Futurescape

If something goes wrong, I can use AI troubleshooting to build or test my fails and analyze the logs, suggesting the fixes.

Harsh Goenka

Cloud Architect at a outsourcing company with 51-200 employees

For more quotes and insights, download the Harness report

Categories and Ranking

Apptio Cloudability

Ranking in Cloud Cost Management

3rd

Average Rating

7.6

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Harness

Ranking in Cloud Cost Management

5th

Average Rating

8.0

Reviews Sentiment

7.3

Number of Reviews

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 Apptio Cloudability is 5.5%, down from 13.1% 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
Product	Mindshare (%)
Cloudability	5.5%
Harness	2.2%
Other	92.3%

Cloud Cost Management

Featured Reviews

Gained multi-cloud cost visibility and have optimized spend with detailed reports and rightsizing

Cloud Ops Lead at a tech vendor with 10,001+ employees

The IAM feature is something that we struggle with using. IBM, the company that runs Cloudability, released the Groups feature back in the summer of 2025. While Groups can be used in some parts of the tool, it can't be used across the entire tool. I've found that Groups is basically unusable because if it can't be used everywhere, you would have to run both group-based access control and direct user-based access control at the same time, which doesn't make any sense. The Groups feature has improved over time, but it's still not something we feel we can use on an everyday basis, so the IAM section remains an issue right now. Most of the tool is very well-functioning and developed, and that's the only real improvement area that we've seen.

Read full review

Templatized pipelines have improved efficiency while limitations in code-based development remain

Technical Associate at ZS

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.

Read full review

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Top Industries

By visitors reading reviews

Financial Services Firm

24%

Retailer

Manufacturing Company

Computer Software Company

Financial Services Firm

25%

Manufacturing Company

Computer Software Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	4
Large Enterprise	13

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	1
Large Enterprise	10

Questions from the Community

What is your experience regarding pricing and costs for Cloudability?

Pricing and setup cost for Cloudability are good. Compared to the rest of the industry, they may be a little more expensive than some other FinOps tools, but that's to be expected because they have...

What needs improvement with Cloudability?

What is your primary use case for Cloudability?

I use Cloudability to track costs across a multi-cloud infrastructure estate, including Google Cloud, AWS Cloud, and Microsoft Azure. Everything from reports and dashboards to anomaly alerts and ri...

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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Product Reports

Download Apptio Cloudability product report

Apptio Cloudability

July 2026

Download Harness product report

July 2026

Also Known As

No data available

Armory

Overview

Cloudability offers advanced management of cloud costs across platforms, providing transparency, detailed billing, and reports. It integrates with AWS, Azure, and Google Cloud to optimize financial performance and resource utilization.

Cloudability is designed for comprehensive cost management in multi-cloud landscapes. Users benefit from its robust features, including cost optimization, forecasting, and detailed reporting. With tools like Reserved Instance Planner, it simplifies management of AWS environments. Its integration capabilities extend to multiple cloud platforms, providing a unified view of financials and resource usage. Despite its advantages, users seek better API integration for a seamless experience. Enhancements in automation, data accuracy, and dashboard customization are desired to improve usability and insights. Organizations leverage its capabilities to monitor and manage spending while optimizing infrastructure utilization.

What key features does Cloudability provide?

Groups and Views: Organize cloud resources for better oversight.
Detailed Reports: Access in-depth reports on cost trends.
Dashboard Customization: Build dashboards tailored to specific needs.
Tagging: Enhance resource tracking with tagging features.
Cost Optimization: Use rightsizing recommendations to reduce spend.
Integration: Manage expenses across multiple cloud providers.

Why consider Cloudability reviews?

Cost Efficiency: Evaluate reports on improved spending controls.
Spending Visibility: Assess transparency in cloud expenditure.
Financial Transparency: Monitor billing management improvements.
Resource Insights: Consider resource utilization and optimization reports.
Forecasting: Look for accurate predictions based on historical data.

Cloudability is widely implemented across industries where managing cloud costs is critical. In sectors such as technology, finance, and manufacturing, organizations rely on its capability to optimize multi-cloud environments. It allows teams to consolidate data for better financial tracking and resource efficiency, ensuring that infrastructure investment aligns with business objectives.

Apptio

Harness offers a comprehensive toolset for automating deployment processes and enhancing software update efficiency. It's lauded for its CI/CD capabilities, feature flagging, and real-time deployment monitoring. Key features include an intuitive UI, secret management, and robust rollback functionalities, all contributing to improved productivity and reduced errors in DevOps environments.

Sample Customers

Adobe, Uber, Pega, imgur, Pixable, Blackboard, Keboola, Avalara

Linedata, Openbank, Home Depot, Advanced