Gartner, Inc. estimates that worldwide spending on public cloud services is forecast to grow 20.4% to total $678.8 billion in 2024. With many organizations incorporating FinOps practices to govern how they spend their money in the cloud, Real-Time Cost Optimization is essential to saving money. In particular, as the market for Generative AI workloads continues to explode, organizations will need to consider a range of cost-savings models to extract optimal efficiency.

Pepperdata has saved our customers over $200M over the past decade with Capacity Optimizer—our Real-Time Cost Optimization solution—and we now offer multiple ways to help you start saving immediately on the cost of running data-intensive Spark workloads in the cloud. 

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Starting this month, Pepperdata is offering a pay-as-you-go pricing model on the AWS Marketplace. Featuring no long-term commitments and the ability to cancel at any time, the pay-as-you-go model is a great way to immediately benefit from the daily savings of Pepperdata’s Real-Time Cost Optimization solution with no risk.

It’s simple—just turn Capacity Optimizer on in your Amazon EMR or Amazon EKS environment, and consumption will be billed month by month through the AWS Marketplace with the option to cancel at any time.

How do I get started?


We recommend one of our Pepperdata Capacity Optimizer free trials so you can see for yourself how easy it is to immediately start saving on your cloud costs: 

Option one: Free Proof-of-Value (PoV)

Pepperdata’s free Proof-of-Value (PoV) encompasses a 5 to 15 day evaluation so you can see how much Capacity Optimizer can immediately help you save on instance hours costs. Typical savings are in the 30 to 47 percent range!

Option two: Free Cloud Migration Assessment 

Pepperdata can help you understand the best and cost-optimized instance types for your workloads prior to migration to Amazon EMR or Amazon EKS.

Read this blog article for more information about different trial options.

Signing up

Signing up for any of the above free trial options and for pay-as-you-go pricing is extremely easy—just go to the AWS Marketplace. Pepperdata customers experience an overall ROI between 100 percent to 662 percent.

Contact us at to learn more about how autonomous, Real-Time Cost Optimization of Spark workloads on Amazon EMR or EKS can reduce your bottom line and empower your organization to extract the most from your cloud investment.


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Looking for a safe, proven method to reduce waste and cost by up to 47% and maximize value for your cloud environment? Sign up now for a free Cost Optimization Proof-of-Value to see how Pepperdata Capacity Optimizer can help you start saving immediately.