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Apptio Costing vs Harness 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:
 

ROI

Sentiment score
7.3
Apptio Costing boosts ROI through cloud cost management, automation, improved transparency, and stronger IT-finance-business relationships for efficiency.
Sentiment score
7.7
Harness deployment automation enhanced ROI by reducing overhead, cutting deployment times, and improving efficiency and incident management.
Making decisions behind tech investments is easier with the budgeting tool Apptio Costing provides.
Senior Software Engineer at Total Gas & Power Limited
I have seen a return on investment, as identifying ownership gaps in technology and applications has been easy while providing IT leaders with operational details tied to the financials, such as how much we are spending on projects versus what we think we are spending.
Team Lead at UST Global
I have seen a return on investment with Apptio Costing, as it provides a seamless way of managing our cloud costs, and having all data organized in one place facilitates significant financial transparency and planning.
Project Manager at Flextronics
The biggest ROI comes from faster software delivery and improved engineering productivity.
ML Engineer at a energy/utilities 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.
Technical Associate at ZS
With Harness, the release process decreased from three or four hours to one or two hours, making deployments much quicker.
Software Engineer at Citi
 

Customer Service

Sentiment score
8.3
Apptio Costing's customer service is responsive and professional, offering 24/7 support, quick issue resolution, and enhances user ideas.
Sentiment score
8.2
Harness documentation reduces support needs, with quick, helpful responses and prompt incident notifications enhancing customer satisfaction.
The customer support is professional and responsive
Project Manager at Flextronics
The customer support for Apptio Costing is very great as they are supportive and responsive 24/7.
Team Lead at UST Global
The customer support is very responsive and helpful.
Senior Software Engineer at Total Gas & Power Limited
We have rarely faced issues with Harness tech support.
Senior AWS Consultant at Quantum Integrators
We have not faced any customer support issues, with tickets resolved in less than a four-day SLA.
Quality Engineering Lead at a logistics company with 51-200 employees
I have not required extensive customer support involvement, as the documentation is well-structured.
ML Engineer at a energy/utilities company with 51-200 employees
 

Scalability Issues

Sentiment score
7.6
Apptio Costing is praised for its scalability, effectively supporting organizational growth and evolving financial management needs.
Sentiment score
8.1
Harness is praised for its scalability, effectively handling complex workflows, high release frequency, and enterprise demands with minimal issues.
Apptio Costing's scalability is very good as it grows with my organization's needs.
Team Lead at UST Global
Apptio Costing is very scalable and grows with my organization's needs.
Project Manager at Flextronics
Our entire organization uses it with hundreds of applications, and it supports this scale effectively.
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.
Technical Associate at ZS
It handles increasing complexity in deployment pipelines and maintains high release frequency without any issues.
ML Engineer at a energy/utilities company with 51-200 employees
 

Stability Issues

Sentiment score
8.7
Apptio Costing is highly reliable, consistently stable, with users praising its steady performance and meeting of expectations without downtime.
Sentiment score
7.9
Harness is generally stable for production, with occasional downtime, minor issues, and reduced stability when integrating over 20 applications.
Apptio Costing is very stable, and I have not experienced any downtime or lagging.
Senior Software Engineer at Total Gas & Power Limited
Deployment pipelines, rollback systems, and performance reliability have been excellent even during high deployment activity.
ML Engineer at a energy/utilities company with 51-200 employees
Harness is completely stable, and we are using it in production without facing any stability issues at all.
Quality Engineering Lead at a logistics company with 51-200 employees
We have rarely faced issues with Harness tech support.
Senior AWS Consultant at Quantum Integrators
 

Room For Improvement

Apptio Costing users seek more plans, better integrations, enhanced UI, improved BI reporting, and efficient IT ticket handling.
Harness needs improved onboarding, UI, pricing for small companies, security, documentation, automation, stability, and analytics features.
It is worth mentioning that Apptio Costing does not have historical balance sheets.
Team Lead at UST Global
The user interface should be improved to be more user-friendly, easy to navigate, and customizable.
Project Manager at Flextronics
The UI should be more user-friendly and intuitive, as drilling down into budget line items in planning takes time and multiple clicks.
Senior Software Engineer at Total Gas & Power Limited
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.
Technical Associate at ZS
Improved documentation and onboarding tutorials would help accelerate adoption.
Cloud Platform at Futurescape
One key area for improvement is simplifying the onboarding of new users; the reduction of platform complexity will help new users understand how all components interact, which feels initially very difficult.
ML Engineer at a energy/utilities company with 51-200 employees
 

Setup Cost

Apptio Costing is praised for its affordable pricing and efficient setup, offering a cost-effective solution for enterprises.
Harness's pricing is seen as justified due to enterprise benefits and low setup costs, despite appearing higher initially.
I found it to be very cost-effective and easy to set up.
Project Manager at Flextronics
My experience with pricing, setup cost, and licensing for Apptio Costing was that everything was cost-effective and affordable.
Product Manager at Capgemini
The price is relatively cost-effective, and I do not have a problem with that.
Team Lead at UST Global
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.
Technical Associate at ZS
However, once Harness was fully integrated into our workflow, the operational benefits became clear, justifying the investment for our use case, despite the slightly higher cost for smaller teams.
ML Engineer at a energy/utilities company with 51-200 employees
 

Valuable Features

Apptio Costing streamlines expense tracking, integrates data, enhances budgeting, improves decision-making, and supports customizable, user-friendly financial planning tools.
Harness provides AI-enhanced DevOps tools for streamlined deployments, faster troubleshooting, and integration with popular platforms like GitHub and Vault.
Apptio Costing provides IT leaders with operational details tied to the financials, indicating how much we are spending on projects versus what we think we are spending.
Project Manager at Flextronics
Apptio Costing has impacted my organization positively because everything with Apptio Costing has been positive, and one thing is that it is very easy to use.
Senior Software Engineer at Total Gas & Power Limited
Planning, budget, and forecasting in Apptio Costing has made the biggest difference for my team, as it helps with annual budgeting, monthly forecasting, and capital project tracking.
Product Manager at Capgemini
Harness uses AI to suggest errors in case of deployment failures.
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.
Cloud Platform at Futurescape
The unified platform through Harness is extremely valuable because it has reduced our tool sprawl; instead of maintaining separate CI/CD, feature flagging, and verification tools, we can now manage everything effectively.
ML Engineer at a energy/utilities company with 51-200 employees
 

Categories and Ranking

Apptio Costing
Ranking in Cloud Cost Management
20th
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
4
Ranking in other categories
No ranking in other categories
Harness
Ranking in Cloud Cost Management
8th
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
9
Ranking in other categories
Build Automation (7th), Static Application Security Testing (SAST) (13th), Feature Management (2nd)
 

Mindshare comparison

As of May 2026, in the Cloud Cost Management category, the mindshare of Apptio Costing is 1.0%, down from 2.6% compared to the previous year. The mindshare of Harness is 2.2%, up from 2.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Cost Management Mindshare Distribution
ProductMindshare (%)
Harness2.2%
Apptio Costing1.0%
Other96.8%
Cloud Cost Management
 

Featured Reviews

Newalo Lewis - PeerSpot reviewer
Team Lead at UST Global
Cost transparency has transformed IT budgeting and now supports confident, data‑driven decisions
The best features that Apptio Costing offers include reducing the total cost of ownership associated with large applications in any organization while providing a business-centric view of technology with insights that help our IT organization unlock and shift resources. It understands any business unit expense from the app, product, or service down to the general ledger and allocates costs based on consumption metrics, enabling precise resource allocation and budget optimization. All the features of Apptio Costing are great and helpful, as it helps organizations classify, categorize, and consolidate IT spend, ensuring investments are directed to the highest value-add opportunities. In addition to the features, cost recovery, where Apptio Costing determines the proper billing amount from each business unit using business rules, and unit rate billing, where it exposes the drivers business units can use to mitigate cost and reinvest in high-value IT activities, also stand out.
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.
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Top Industries

By visitors reading reviews
Insurance Company
66%
Construction Company
12%
Financial Services Firm
7%
Manufacturing Company
3%
Financial Services Firm
27%
Computer Software Company
7%
Manufacturing Company
7%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Large Enterprise12
By reviewers
Company SizeCount
Small Business3
Large Enterprise8
 

Questions from the Community

What is your experience regarding pricing and costs for Apptio Costing?
My experience with pricing, setup cost, and licensing for Apptio Costing was that everything was cost-effective and affordable.
What needs improvement with Apptio Costing?
Apptio Costing can be improved with more spend AI insights. The user interface of Apptio Costing should be more intuitive and easy to navigate for new users.
What is your primary use case for Apptio Costing?
Apptio Costing is one of the best and a game changer in IT financial analysis tools. In my organization, I use it for annual budgeting, monthly forecasting, and capital project tracking. I also use...
What needs improvement with Harness?
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...
What is your primary use case for Harness?
Harness automates the CI/CD pipelines and manages applications deployments across different environments like staging, development, and production. I use it to monitor the deployments and ensure st...
What advice do you have for others considering Harness?
I appreciate that Harness provides good visibility into pipeline execution and deployment status, and I appreciate how it simplifies the complex CI/CD workflows. Its automation features help reduce...
 

Comparisons

 

Also Known As

Apptio Costing and Planing
Armory
 

Overview

 

Sample Customers

Information Not Available
Linedata, Openbank, Home Depot, Advanced
Find out what your peers are saying about Apptio Costing vs. Harness and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.