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Google Cloud Billing vs IBM Turbonomic comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jan 2, 2025

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

Google Cloud Billing
Ranking in Cloud Cost Management
35th
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
3
Ranking in other categories
No ranking in other categories
IBM Turbonomic
Ranking in Cloud Cost Management
3rd
Average Rating
8.8
Reviews Sentiment
7.4
Number of Reviews
205
Ranking in other categories
Cloud Migration (2nd), Cloud Management (4th), Virtualization Management Tools (3rd), IT Financial Management (3rd), IT Operations Analytics (9th), Cloud Analytics (1st), AIOps (18th)
 

Mindshare comparison

As of November 2026, in the Cloud Cost Management category, the mindshare of Google Cloud Billing is 1.9%, up from 1.3% compared to the previous year. The mindshare of IBM Turbonomic is 5.4%, down from 8.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Cost Management Mindshare Distribution
ProductMindshare (%)
IBM Turbonomic5.4%
Google Cloud Billing1.9%
Other92.7%
Cloud Cost Management
 

Featured Reviews

AshirbadDasmohapatra - PeerSpot reviewer
Lead Engineer - Work Modernization at Searce Inc
A cloud-based solution that can be used to pay for or renew the license of Google Workspace products
We use Google Cloud Billing to pay for or renew the license of our Google Workspace products Google Cloud Billing should have a more user-friendly interface. I have been working with Google Cloud Billing for more than five years. Google’s customer support is very good. Google Cloud Billing is…
Dan Ambrose - PeerSpot reviewer
Infrastructure Engineer 4 at a tech vendor with 1,001-5,000 employees
Helps visibility, bridges the data gap, and frees up time
We use IBM Turbonomic in a hybrid cloud environment. Although it supports multi-cloud capabilities, we currently operate in a single-cloud setting. Turbonomic offers visibility into our environment's performance, spanning across applications, underlying infrastructure, and protection resources. The visibility and analytics help to bridge the data gap between disparate IT teams such as applications and infrastructure. This is important for awareness collaboration, cost saving, and helping to design and improve our application. Enhanced visibility and data analytics have contributed to a significant reduction in our mean time to resolve. Tools like Turbonomic provide crucial visualization and insights, empowering us to make data-driven decisions instead of relying on assumptions as we did before. This newfound transparency translates to a massive improvement, going from complete darkness to having a clear 100 percent view of the situation. Although our applications are not optimized for the cloud we have seen some improvement in response time. IBM Turbonomic empowers us to achieve more with fewer people thanks to automation. Previously, customers frequently contacted us requesting resource increases to resolve issues. Now, we have a tool that allows us to objectively assess their needs, leading to a deeper understanding of our applications. This solution also generates significant cost savings in the cloud and optimizes hardware utilization within our data centers. Its AI algorithm intelligently allocates servers on hosts, maximizing efficiency without compromising performance. By fine-tuning resource allocation without causing performance bottlenecks, Turbonomic extends the lifespan of existing hardware, postponing the need for new purchases. This effectively stretches our capital expenditure budget. We started to see the benefits of IBM Turbonomic within the first 60 days. IBM is a fantastic partner. Their tech support has been outstanding, and the product itself is excellent - a very solid offering. By automating resource management with Turbonomic, our engineers are freed up to focus on more strategic initiatives like innovation and ongoing organizational projects. Previously, manually adding resources was a time-consuming process that interrupted workflows. Now, automation handles scaling efficiently, saving us thousands of man-hours and significant costs. It has illuminated the need for SetOps. It has highlighted areas of overspending, and the actions we've taken have demonstrated significant cost savings. IBM Turbonomic has positively impacted our overall application performance. IBM Turbonomic has helped reduce both CAPEX and OPEX. It has also significantly reduced cloud build times.

Quotes from Members

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

Pros

"It is a stable product."
"We are using Google Cloud instances and Google Cloud Functions, which are great, and we've been using BigQuery, Pub/Sub, and Firebase, making it very helpful for cost management."
"What I like most about this solution is that it's easy."
"We use Google Cloud Billing to pay for or renew the license of our Google Workspace products."
"I think people will be shocked at how easy this is to get going and how much information you can get from it."
"I like the dashboard; I don't have to search around or create reports for issues or items I should be looking at, as it all just comes to the front."
"Our ROI occurred in less than 6 months by allowing us to avoid a costly server upgrade that was planned for parts of our VMware infrastructure."
"Customer Service: Always helpful."
"Helped to “right size” productions server environment. We now can do more with less."
"The feature for optimizing VMs is the most valuable because a number of the agencies have workloads or VMs that are not really being used. Turbonomic enables us to say, 'If you combine these, or if you decide to go with a reserve instance, you will save this much.'"
"We implemented directly with Turbonomic and it was one of the easiest implementation we have had."
"We see increased speed in our environment as VM's are moved based on needs and requirements."
 

Cons

"At times you will find that the computer engines are freezing or it's about to freeze without any notification or information and it's unable to diagnose where it is hung."
"When I want to analyze the information, it would be better, since Google knows what I have used, to only show those items for analysis purposes."
"The billing process is strange. It should be automatic."
"Google Cloud Billing should have a more user-friendly interface."
"The graphical interface could be better."
"Some features are only available via changes to the deployment YAML, and it would be better to have them in the UI."
"The product is administered using a web based interface. This interface was written in Adobe's Flash product which requires the Adobe Flash plugin to be installed on any device accessing it."
"When trying to view a trend at 4+ day period, the trend lines tend to flatten out and move to a single data point a day."
"VM level granularity on some of the automation actions such as adding memory/CPU. That would allow an admin to schedule the exact time for the specific action for any given VM."
"The current UI (Adobe Flash) is very clunky and inefficient; however, their new HTML5 UI (in Demo mode) will be GA in late 2017."
"Firstly the documentation and help files are not overly intuitive, providing very few examples or details on how to gain the most out of the product."
"The "consumer and producer" model Turbonomic is based off of can be a bit difficult to understand in the beginning."
 

Pricing and Cost Advice

"The licensing fees are monthly and cost approximately $100.00."
"We felt the pricing was very fair for the product. It is in no way prohibitive for larger deployments, unlike other similar product on the market."
"Everybody tells me the pricing is high. But the ROIs are great."
"The pricing is in line with the other solutions that we have. It's not a bargain software, nor is it overly expensive."
"It was an annual buy-in. You basically purchase it based on your host type stuff. The buy-in was about 20K, and the annual maintenance is about $3,000 a year."
"Contact the Turbonomic sales team, explain your needs and what you're looking to monitor. They will get a pre-sales SE on the phone and together work up a very accurate quote."
"When we have expanded our licensing, it has always been easy to make an ROI-based decision. So, it's reasonably priced. We would like to have it cheaper, but we get more benefit from it than we pay for it. At the end of the day, that's all you can hope for."
"I'm not involved in any of the billing, but my understanding is that is fairly expensive."
"I know there have been some issues with the billing, when the numbers were first proposed, as to how much we would save. There was a huge miscommunication on our part. Turbonomic was led to believe that we could optimize our AWS footprint, because we didn't know we couldn't. So, we were promised savings of $750,000. Then, when we came to implement Turbonomic, the developers in AWS said, "Absolutely not. You're not putting that in our environment. We can't scale down anything because they coded it." Our AWS environment is a legacy environment. It has all these old applications, where all the developers who have made it are no longer with the company. Those applications generate a ton of money for us. So, if one breaks, we are really in trouble and they didn't want to have to deal with an environment that was changing and couldn't be supported. That number went from $750,000 to about $450,000. However, that wasn't Turbonomic's fault."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
13%
Manufacturing Company
8%
Construction Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business42
Midsize Enterprise57
Large Enterprise147
 

Also Known As

No data available
Turbonomic, VMTurbo Operations Manager
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Information Not Available
IBM, J.B. Hunt, BBC, The Capita Group, SulAmérica, Rabobank, PROS, ThinkON, O.C. Tanner Co.
Find out what your peers are saying about Google Cloud Billing vs. IBM Turbonomic and other solutions. Updated: September 2026.
920,929 professionals have used our research since 2012.