(cache)GCP Cost Optimization

Automatic Google Cloud optimization

Google Cloud Platform (GCP) is a collection of public cloud offerings created and operated by Google. The platform runs on Google hardware and is comprised of several hosted services for compute, storage and application development.

The IBM® Turbonomic® platform continuously matches application demand in real time to all GCP configuration options. It allows you to automate actions confidently, as performance is always put first, as well as scale and reconfigure VMs by analyzing the VM resourcing and billing data. In addition, the IBM Turbonomic platform supports all Google Kubernetes Engine (GKE) instances and can “stitch” your GKE clusters to underlying GCP resources.

The Turbonomic GCP integration

Google Cloud cost optimization

Maximize utilization of existing committed use discounts (CUDs), and identify opportunities to increase discount coverage
Support rapid release cycles by modeling and optimizing costs through “what if” planning scenarios
Cost-consciously auto-scale to match workload demands, eliminating underutilization and overprovisioning while maintaining performance

Natively cloud native Google Kubernetes Engine (GKE) support

Automatically discover and map interdependencies between GKE services, containers, specs, pods, workload controllers, namespaces, clusters and virtual machines
Continuously optimize Kubernetes performance and cost via automated container rightsizing, pod moves, cluster scaling and planning

Self-optimizing resource management for GCP and everything else

Turbonomic’s full-stack visualization, intelligent automation, AI-powered insights, and patented abstraction enable you to manage all of your organization's Google Cloud accounts—in addition to other public cloud and on-premises data center environments—from a single pane of glass.

Cloud cost optimization

Contain cloud spend while preserving application performance with automatable cloud cost optimization tools.

Cloud migration planning

Expedite cloud migration initiatives with accurate, easy-to-use cloud migration planning capabilities.

Kubernetes optimization

Optimize Kubernetes automation for cost-effective attainment of service level objectives.

Reviews

What IBM Turbonomic satisfied customers are saying on

Strong Cloud Optimization with a Steep Learning Curve

Feb 18, 2026

I find IBM Turbonomic to be an easy solution for cloud optimization. It automates
resource management, optimizes cloud operations, and leads to significant cost savings.
The new HTML5 interface presents data very nicely. I also appreciate the ability to
enforce policies without managing individual VMs. Additionally, IBM Turbonomic
integrates with monitoring tools we already had in place, helping with visibility and
resource decisions.
......

Proactive Cloud Optimization with Excellent Resource Management

Feb 21, 2026

I like that IBM Turbonomic keeps applications responsive without any manual testing. It
prevents cloud overspend and reduces licensing costs. I appreciate how it continuously
analyzes workloads and automatically adjusts the resources so there is no slowdown
during traffic spikes. Instead of waiting for alerts or outages, it predicts resource needs
and acts before users notice the issue. The setup was easy, which made getting started
hassle-free.
......

Smarter Resource Optimization with Real-Time Automation

Feb 19, 2026

What I like most about IBM Turbonomic is that it automatically optimizes resources
based on real application demand, not just metrics. It helps ensure performance while
reducing overprovisioning and cloud costs, especially in Kubernetes and hybrid
environments.

...

AI-Driven Efficiency, But Steep Learning Curve

Feb 23, 2026

I really appreciate how IBM Turbonomic reduces the bill for our clients without them
needing to get involved in all the technical details. It's pretty neat how this tool has
helped us build trust with our clients, enabling them to scale their companies with more
tools from us. In a sort of indirect way, this has boosted growth for both our business and
our clients' businesses.

...

Arjun G.
Salesforce 3x Certified | Five ⭐ Ranger | Workato

Information Technology and Services Mid-Market (51-1000 emp.)

AI-Driven Automation That Optimizes Hybrid Cloud Resources with IBM Turbomic

Feb 22, 2026

The AI-driven automation that continuously optimizes resource allocation across our
hybrid cloud environment. We used to multiple iterations of performance testing to find
the optimised value of CPU, Memory threesholds for our HPA which can be avoided now
by leveraging IBM Turbomic in production.

...

sudhanshu r.
Serving Notice Period || MLE @Carelon || Codifying AI/ML products for healthcare || LLMs || RAG || NLP || GenAI || Microservices || CSE Grad @IIIT Guwahati -2022
Carelon Global Solutions India
Hospital & Health Care Enterprise (> 1000 emp.)

Actionable Insights, Seamless Automation

Feb 18, 2026

I love IBM Turbonomic's Actionable Insights; it tells me exactly what to move, scale, or
resize to keep applications performing well. The Automation Engine is a big plus because
it moves us away from reactive 'firefighting.' I appreciate the Full-Stack Visualization
because it maps everything from the application to the storage layer in one view. The
'Placement' and 'Sizing' features are life-savers, taking the guesswork out of resource
allocation. I really appreciate the value of the automation in saving a massive amount of
time that used to be spent on manual troubleshooting and over-provisioning, and the in......

Praveen Kumar D.

Powerful VM Optimization, But Expect a Learning Curve and Setup Ramp-Up

Feb 19, 2026

We've been using Turbonomic for a few months now, and it has been a solid experience.
What stands out the most to me is how it optimizes VM resources; it removes much of the
guesswork involved in right-sizing. Before this, our team spent a lot of time manually
reviewing resource allocation, and it was easy to overlook things. Now Turbonomic flags
issues and provides clear recommendations, which makes everything simpler. The
performance management features have also been helpful. Being able to identify
bottlenecks before they become problems is something I didn't realize I would appreci......

Verified User in Computer Software

Computer Software Mid-Market (51-1000 emp.)

Reliable Infrastructure Optimization for Modern DevOps Teams

Feb 23, 2026

I like that Turbonomic goes beyond basic monitoring by providing automated resource
optimization. It helps ensure applications get the right amount of CPU and memory, while
also avoiding over-provisioning. Its Kubernetes and cloud integrations make it especially
useful in modern DevOps environments.

...

Tushar P.
DevOps & Cloud Engineer | Skilled in Kubernetes, Docker, Terraform & AWS | Exploring IaC, Automation & Cloud-Native Development
THE ALPHA NETWORK
Information Technology and Services Small-Business (50 or fewer emp.)

Streamlined Optimization with Room for Integration

Feb 21, 2026

I really appreciate the performance-driven resource optimization of IBM Turbonomic
because it automatically right-sizes VMs, containers, and cloud instances, keeping
applications within SLOs without over-provisioning. I find the single-pane visibility across
hybrid and multicloud environments incredibly useful, providing a clear, end-to-end view
of applications, VMs, containers, and cloud resources in one place. This makes planning
and troubleshooting much faster and eliminates the need to juggle multiple tools and
spreadsheets. I also find the initial setup pretty straightforward; if you are using the Saa......

TANMAY B.
Associate Technical Consultant 💫| AWS Certified Solutions Architect (Associate & Professional)🧾 | Oracle DBA 💻 | Linux🐧 & SAP Basis📗 | Cloud ☁️ & Database Specialist✨
Quanta Systems Technologies LLP
Mid-Market (51-1000 emp.)

Turbonomic Ends App vs. Infra Finger-Pointing and Automates Rightsizing

Feb 21, 2026

The best thing about Turbonomic is that it finally stops the constant finger-pointing
between our app and infra teams. It acts as an unbiased referee, showing exactly where
the bottlenecks are so we don't waste time in 'war room' meetings. I also love that it
handles the 'zombie VMs' and weekend rightsizing automatically. We had to spend a few
weeks tuning the policies to get it right, but now it’s basically an extra set of hands that
keeps our cloud bill from spiking.
......

Anshu kumar S.
Ex-Intern @Siemens||Siemens Scholar Batch-7|| UG in Computer science
Siemens
Information Technology and Services Mid-Market (51-1000 emp.)

Read all reviews

More public cloud integrations

Google Cloud Platform integration is one of several public cloud integrations available for the IBM Turbonomic platform. Connect to public cloud tooling to optimize your environment, including reserved instances inventory, with continuously generated actions based on real-time demand.

View all integrations

Amazon Web Services (AWS)

Optimize your environment, including reserved instances inventory, with continuously generated actions based on real-time demand.

Learn more

Microsoft Azure

Optimize Azure VMs, databases and volumes based on real-time demand with continuously generated actions.

Learn more

It’s time you Turbo

Start your journey to continuous application performance while safely reducing cost.

Try Turbonomic for free

Book a live demo

More ways to explore