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Apptio Costing vs CAST AI comparison

Why PeerSpot?
 

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 improved transparency, efficiency, and collaboration, achieving over 30% savings and optimizing resource allocation and financial planning.
Sentiment score
7.5
Organizations saved 20-40% on cloud costs with CAST AI, enhancing efficiency and reallocating funds to high-priority tasks.
Making decisions behind tech investments is easier with the budgeting tool Apptio Costing provides.
Senior Software Engineer at Total Gas & Power Limited
Because we have detailed visibility and can monitor and report matters faster, we have seen a return on investment by 30%.
Founder at AppNomu SalesQ
After implementing Apptio Costing, they avoid overspending and have clarity on their spending, which leads to time saved from data handling and fewer employees needed to run the show since tasks are automated.
Senior Consultant at a tech vendor with 10,001+ employees
I have seen a return on investment, and the ROI was visible within a few months through cloud cost reduction alone.
DevOps Engineer at Veefin Solutions
The ROI was visible within a few months through cloud cost reduction alone.
Siem Engineer at a tech services company with 11-50 employees
CAST AI has reduced approximately 40% of our AWS bills and AWS cloud bills.
Sr.Devops engineer at Scaler
 

Customer Service

Sentiment score
8.4
Apptio Costing's customer service is praised for responsiveness and knowledge but could improve handling complex issues.
Sentiment score
8.3
CAST AI's customer service is praised for responsiveness, expertise, effective guidance, and high satisfaction in Kubernetes environments.
Within two hours or less, I get an ETA, and I am updated about the progress, ensuring flawless communication.
TBM/Apptio Implementation Specialist at Infosys
The customer support is professional and responsive
Project Manager at Flextronics
They are very responsive, respond to questions on time, and provide solutions.
Founder at AppNomu SalesQ
I would rate the customer support 10 out of 10.
DevOps Engineer at Veefin
The governance and security of CAST AI are solid, providing sufficient visibility into cluster changes and optimization actions.
DevOps Engineer at Veefin Solutions Ltd.
Response times are reasonable and the team is knowledgeable.
DevOps Engineer at Veefin Solutions
 

Scalability Issues

Sentiment score
8.0
Apptio Costing's adaptability supports seamless scaling and complexity, accommodating growth with additional data sources and reporting needs.
Sentiment score
6.8
CAST AI offers robust scalability, efficiently managing dynamic Kubernetes environments and workloads without performance bottlenecks, ensuring automatic adaptability.
As the organization grows, the cost model can also evolve by adding new data sources, allocation rules, and reporting requirements, making it one of its strengths.
SAM Consultant at a tech services company with 10,001+ employees
Apptio Costing's scalability is very good as it grows with my organization's needs.
Team Lead at UST Global
Apptio Costing is scalable; it grows with you when your product grows and they do not hike prices.
DevOps Engineer at ZuriChat
It is a SaaS platform that will scale automatically.
DevOps Engineer at Veefin
CAST AI's scalability is very good; it scales effectively with cluster growth and increasing workload complexity.
DevOps Engineer at Veefin Solutions
It scales effectively with cluster growth and increasing workload complexity.
Siem Engineer at a tech services company with 11-50 employees
 

Stability Issues

Sentiment score
8.8
Apptio Costing is highly reliable and stable, with users experiencing smooth performance and no significant downtime or issues.
Sentiment score
9.0
CAST AI reliably excels in Kubernetes environments, with no downtime, effectively implementing user-approved optimization suggestions consistently.
Apptio Costing is stable; we have not seen any downtime.
Founder at AppNomu SalesQ
I have not experienced any significant downtime that impacted business operations.
Senior Consultant at a tech vendor with 10,001+ employees
Apptio Costing is very stable, and I have not experienced any downtime or lagging.
Senior Software Engineer at Total Gas & Power Limited
In most cases, the optimization suggestions are practical and effective.
DevOps Engineer at Veefin Solutions Ltd.
CAST AI has proven to be stable and reliable in production environments.
DevOps Engineer at Veefin Solutions
 

Room For Improvement

Apptio Costing needs improved input precision, integration, user interface, data refresh, API, configuration, widgets, and language support.
CAST AI needs improvements in documentation, interface, customization, reporting, cost insights, automation, governance, and cloud integration for Kubernetes.
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 are many pros here, including easy onboarding, simple deployment, and excellent Kubernetes visibility, strong spot instance automation, and automated right-sizing.
Sr.Devops engineer at Scaler
More detailed documentation and deeper visibility into certain optimization decisions would also be helpful.
DevOps Engineer at Veefin
To improve CAST AI, I would like to see more granular reporting, deeper cost allocation insights, and additional customization options for optimization policies.
DevOps Engineer at Veefin Solutions Ltd.
 

Setup Cost

Apptio Costing is cost-effective for enterprise use but seen as pricier by larger organizations despite its reliability.
Enterprise users commend CAST AI for its cost-effective, usage-based pricing, enhancing savings and operational efficiency for large Kubernetes environments.
The license cost is only one part of the overall cost, but organizations also need to consider initial implementation efforts, including data integration, cost model design, configuration, testing, and potential external consulting services, which we relied on.
SAM Consultant at a tech services company with 10,001+ employees
However, the license cost is higher compared to other tools, but if quality is desired, one must be willing to spend more; cheap solutions yield cheap responses.
TBM/Apptio Implementation Specialist at Infosys
I found it to be very cost-effective and easy to set up.
Project Manager at Flextronics
In terms of pricing, I believe the pricing is reasonable because of the amount of savings and operational efficiency it delivers, making it easier to justify the investment.
DevOps Engineer at Veefin
I have not found the price to be too high for the features it provides.
Cloud architect at a tech vendor with 10,001+ employees
Pricing was reasonable considering the cost savings achieved
DevOps Engineer at Veefin Solutions
 

Valuable Features

Apptio Costing enhances cost management, strategic planning, and collaboration with analytics, visualization, and seamless cloud integration for operational efficiency.
CAST AI optimizes Kubernetes with automated scaling, cost efficiency, resource management, and recommendations, enhancing performance and reducing expenses.
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
CAST AI has had a positive impact on my organization through cost reduction. On average, I think the savings are between 15 and 20 percent, and for certain workloads, these savings can be even higher.
Cloud architect at a tech vendor with 10,001+ employees
CAST AI has positively impacted our organization by reducing cloud costs, improving resource utilization, and allowing our engineering team to spend less time managing infrastructure and more time on platform improvements.
DevOps Engineer at Veefin Solutions
With CAST AI, nodes are added or removed automatically as workloads change, helping us maintain application performance while reducing unnecessary cloud costs.
Siem Engineer at a tech services company with 11-50 employees
 

Categories and Ranking

Apptio Costing
Ranking in Cloud Cost Management
5th
Average Rating
8.8
Reviews Sentiment
7.4
Number of Reviews
11
Ranking in other categories
No ranking in other categories
CAST AI
Ranking in Cloud Cost Management
14th
Average Rating
8.8
Reviews Sentiment
7.4
Number of Reviews
9
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Cloud Cost Management category, the mindshare of Apptio Costing is 1.2%, down from 2.4% compared to the previous year. The mindshare of CAST AI is 2.1%, up from 1.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Cost Management Mindshare Distribution
ProductMindshare (%)
Apptio Costing1.2%
CAST AI2.1%
Other96.7%
Cloud Cost Management
 

Featured Reviews

Prasanna Ravindran - PeerSpot reviewer
TBM/Apptio Implementation Specialist at Infosys
Data-driven costing has transformed budgeting and now provides clear ownership across services
Apptio Costing has some flaws; I cannot say it is perfect. It has some dependency in terms of time-consuming processes, and at times I need to wait for a set of calculations to complete, which falls on the TBM's shoulders to design the configuration to reduce calculation time. There are multiple measures, and Apptio's product developers propose options to reduce stage calculation time that I as a TBM need to follow. For example, I should avoid nested statements and more than one lookup in a single formula step during configuration. If data quality is poor, I face limitations, and the wait time is a drawback identified since IBM's acquisition of Apptio. They are addressing it based on feedback from clients using Apptio Costing. As of today, the AI capabilities within Apptio Costing are very limited. They have a roadmap and plan to enhance AI capabilities by the end of 2027. Recently, they initiated a chatbot using natural language processing options, which allows users to interact with Apptio Costing directly without depending on reports, making it easier to have one-to-one conversations. This is a good feature that IBM has recently implemented within the Cost Transparency module, and I am still expecting more from them.
DeepakReddy - PeerSpot reviewer
Sr.Devops engineer at Scaler
Automated cost controls have cut cloud waste and free our team to focus on new projects
CAST AI can be improved in that automation policies require careful tuning. Sometimes it can be confusing for non-technical people or managers who are not familiar with technical details. However, it is good for technical people who are already into DevOps or cloud engineering. Spot strategies may need adjustment for sensitive workloads. The reporting and UI part can be somewhat better. Technical support can also be improved. Documentation is somewhat unclear sometimes, but not everywhere. There are many pros here, including easy onboarding, simple deployment, and excellent Kubernetes visibility, strong spot instance automation, and automated right-sizing. These features are very good for our organization because they reduce a lot of cost and reduce a lot of manual effort. However, some things can be improved, such as automation policies that require careful tuning and may need somewhat more help. Spot strategies can be improved, and some UI and documentation can also be improved.
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Top Industries

By visitors reading reviews
Insurance Company
56%
Construction Company
11%
Financial Services Firm
7%
Manufacturing Company
4%
Outsourcing Company
27%
Energy/Utilities Company
10%
Construction Company
8%
Financial Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Large Enterprise16
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise3
Large Enterprise5
 

Questions from the Community

What is your experience regarding pricing and costs for Apptio Costing?
It is a great experience regarding pricing, setup cost, and licensing. Apptio's sales team was amazing with us, very straightforward and concise with all details. It is quite reasonable for an ente...
What needs improvement with Apptio Costing?
I see some areas where Apptio Costing could be improved. For the initial setup and configuration, while the platform is very powerful, building and maintaining a complex cost model always requires ...
What is your primary use case for Apptio Costing?
Apptio Costing's main use case for our customers is FinOps, for example, for those using Azure. The idea is to help them better monitor any costs related to cloud consumption and see everything rel...
What is your experience regarding pricing and costs for CAST AI?
My experience with pricing, setup cost, and licensing was that the proposal they shared with us included an ongoing monthly cost. There was a one-time setup cost as well, but all that we spent with...
What needs improvement with CAST AI?
CAST AI can be improved by managing the role-based access control better. I think it would be better for CAST AI to improve how access permissions are handled for developers. That would be a benefi...
What is your primary use case for CAST AI?
My main use case was to migrate development and staging environments to Kubernetes using CAST AI, and with them, we created these environments. We moved them from virtual machines to Kubernetes clu...
 

Also Known As

Apptio Costing and Planing
No data available
 

Overview

Find out what your peers are saying about Apptio Costing vs. CAST AI and other solutions. Updated: September 2026.
919,341 professionals have used our research since 2012.