When Cloud Prices Move, FinOps Teams Need a Lifeline. Start with Storage

When cloud prices fluctuate, FinOps departments face a challenge: If FY26 cloud forecasts assume steady rates, budget models are incorrect mid-quarter​. Any variance explanations they’ve made to CFOs are also now out of date. Discounts negotiated may mean very little if the base price keeps going up. 

This isn’t just a one-time shock to the infrastructure budget. Rising costs for GPUs might be just the start of bigger bills for infrastructure. What happens if all compute pricing increases? When GPU workloads scale, storage and egress costs will scale even more quickly. 

The real cost shock isn’t in the GPUs—it’s the infrastructure that’s the budget killer. AI workloads don’t just need compute. They need storage, snapshots, replication, and bandwidth. As the workloads grow, other cloud storage costs quietly compound, like overprovisioned volumes for IOPS, duplicate snapshots, and egress charges. They’re also at risk of the “performance-for-capacity” trap—that is, paying for bigger volumes just to reach their throughput targets. 

From a FinOps lens, it’s a big problem when a major budget line item behaves like a black box. Everpure’s point of view is simple: Storage should not be the wildcard on the cloud bill. Teams should be able to predict and align storage costs with actual usage—on-prem and in the cloud.

See how modern flash storage can slash your data storage bill while reducing power, space, and management overhead.

Everpure Cloud: FinOps’ Secret Weapon

Most FinOps teams obsess over compute rightsizing and reserved instances. Cloud storage  costs can be even tougher for teams to track. They’re less visible, for one thing, since storage is spread across volumes, snapshots, replication, and egress. Furthermore, future cloud storage cost increases are unpredictable and therefore harder to forecast. Cloud storage is generally thick provisioned, forcing customers to pay for every raw GB of capacity. On top of that, snapshots are full copies and quickly increase storage volumes and therefore costs. 

Everpure has solved storage’s footprint challenge, allowing FinOps teams to lower TCO significantly. 

Instead of thick provisioning and full copy snapshots, Everpure offers thin provisioning, compression, deduplication, and space-efficient snapshots—reducing the spend on cloud block storage by up to 50%.

In addition, Evergreen//One™ subscriptions provide fixed, multi-year pricing that FinOps can model with confidence. Here’s where transparency and fixed, multi-year pricing can help FinOps teams regain control on Monday when changes on Saturday throw them a curveball. Here is an example of a customer’s cloud estate running Amazon Elastic Block Storage and the cost savings gained by applying Everpure Cloud software to their environment (note: the cost savings are just as powerful for Microsoft Azure as well!).

Figure 1: Five-year cost comparison showing Everpure delivering lower cumulative P&L than AWS EBS without Everpure .

Recommendations for FinOps-friendly Cloud Cost Control

Let’s take a look at how it worked for one enterprise analyzed by Everpure. The company was paying for provisioned capacity that wasn’t even used. Its snapshots were billed separately, contributing to “snapshot sprawl.” Without built-in capabilities for data dedupe or compression, the organization was overpaying two to five times more than needed for data that could have been optimized. Day-to-day operations required constant tuning and scripts to maintain SLAs and avoid outages.

But these challenges can be avoided. By adding Everpure Cloud a part of their strategy, this organization was able to:  

• Gain unified management and consistency. By running the same Purity OS in the cloud as on-premises, Everpure eliminates the need for refactoring, simplifies operations, and reduces management overhead, which translates to lower operational costs.
• See an average 5:1 data reduction ratio with native, always-on compression to  significantly shrink the data footprint and directly lower storage bills. For example, a customer with 1PB of data could see it reduced to 200TB, saving over $1 million in the first year. 
• Leverage thin provisioning, so organizations only pay for the data actually written, not provisioned.
• Experience data mobility: Snapshots can be replicated to and from on-prem and across clouds.

Figure 2: Everpure simplifies hybrid cloud operations by improving cost control, flexibility, and consistency across AWS and on-prem environments.

Price Volatility Is the New Normal—Unpredictability Doesn’t Have to Be

The cloud isn’t going anywhere, but neither is price uncertainty. Build your storage strategy accordingly, and add certainty to FinOps with Everpure Evergreen//One subscriptions that turn opaque cloud storage spend into measurable, forecastable service consumption.

• The Evergreen//One economics model: Predictable, subscription-based pricing designed to smooth market shocks.
• Cloud with none of the tradeoffs: The same data services (deduplication, compression, performance, snapshots, replication) in Azure and AWS as on-premises storage infrastructure.
• Decoupling storage from compute: For customers running their virtualization workloads on Azure VMware Solution (AVS), the cost savings add up even more by decoupling storage from compute, enabling you to  scale storage independently. This means you only pay for the compute you need, not excess just to meet storage requirements—resulting in up to 40% savings.

Although hyperscalers will likely continue to adjust prices frequently or with short notice, a consistent storage foundation gives you security and peace of mind.Although hyperscalers will likely continue to adjust prices frequently or with short notice, a consistent storage foundation gives you security and peace of mind.