Altitude Adjustment: Why Some Workloads Don’t Make Financial Sense in the Cloud

Key Takeaways

• The portion of the SaaS stack that genuinely benefits from on-demand pricing is smaller than what many organizations are paying for.
• Cloud still has many relevant use cases, but steady-state workloads often don’t truly require elastic compute and its associated costs. 
• The Hivelocity SaaS Bundle provides a three-tier model that can help teams redistribute cloud workloads for maximum cost efficiency. 

The Workload Placement Wake-Up Call 

Until recently, hyperscale clouds were many teams’ first choice for new SaaS workloads. They were known to be costly, but viewed as necessary to fuel advancement, growth, and innovation. However, in the modern business climate, the expenses are becoming increasingly tough to justify. This reality is driving a mindset shift across industries that’s based on three primary forces.  

First, organizations are recognizing that cloud environments are best aligned to bursty, unpredictable loads. The steady, predictable center of a typical SaaS stack—database tiers, search clusters, background workers, application servers under sustained load—doesn’t truly need the flexibility of cloud. As a result, many teams are spending on elasticity that isn’t relevant. 

Second, the database is now a particularly expensive and performance-sensitive part of many SaaS architectures. Shared cloud I/O is non-deterministic by design, and SaaS engineering teams are spending too much time chasing P99 query latency on noisy infrastructure.  

Third, enterprise SaaS procurement has become stricter. SOC 2 Type II compliance is table stakes, and documented disaster recovery is appearing in vendor security questionnaires. 

These changes, alongside ever-increasing pressure for efficiency, have caused many SaaS organizations to take a critical eye to their cloud spending and workload placement strategy. 

What Shouldn’t Live in the Cloud 

Of course, the cloud has many viable use cases. But it’s not an ideal home for a lot of the workloads that SaaS teams manage. 

For example, the database. In most SaaS architectures, it’s simultaneously the biggest bottleneck and one of the largest line items on the cloud bill, with costs that compound as data volume scales. Plus, shared-tenant cloud instances cannot deliver deterministic I/O performance at the scale most production Postgres or MySQL workloads demand. This shows up as P99 query latency creep: your average query time looks fine, but your 99th percentile is drifting quarter over quarter as someone else’s workload competes for the same I/O. 

Another common example is disaster recovery. Enterprise SaaS procurement reviews focus on architecture and disaster recovery posture, including RTO and RPO commitments, multi-region failover, and tested recovery procedures. The problem is that running a standby environment in the cloud can cost nearly as much as your main environment.  

Redistribute Your Workloads with the Hivelocity SaaS Bundle

The Hivelocity SaaS Bundle is designed to make positioning your workloads for optimal efficiency a simple process. We provide three tiers of infrastructure that align to the typical SaaS stack, spanning from development to production: 

• Engineering Compute (Tier 1): Designed for development environments, staging instances, CI farms, container registries, internal tooling, background workers, and per-customer single-tenant production for light load use cases.
• Production Compute (Tier 2): Built for performance-sensitive workloads, including multi-tenant production clusters for Postgres, MySQL, Redis, Elasticsearch, or app server clusters, as well as other use cases where shared cloud I/O presents a measurable performance and cost problem.
• Hi-Scale Compute (Tier 3): Ideal for enterprise SaaS, offering multi-region production environments, support for databases at 1TB+, active-passive DR across 40+ data centers, and appropriate compliance posture for regulated verticals. 

To make your operations easier, we offer a baseline experience that’s present no matter what tier you’re using: 

• Full myVelocity API parity across all tiers 
• Sub-hour bare metal provisioning with IPMI access 
• Private VLANs between servers, included at no charge 
• SOC 2 Type II report across all core facilities 
• 40+ global data centers on a private backbone 
• Generous included outbound transfer, no inbound charges 
• Single-pane visibility via myVelocity portal with SSO  

Elevate Your Cost-Efficiency with Hivelocity

All workloads are different, and many teams are paying for flexibility and scalability they don’t truly need. The Hivelocity SaaS Bundle gives you an easy way to meet critical requirements while ensuring the efficiency your budget demands. As you assess your current deployment strategy, we’re ready to help you ensure your workloads are working for you—and that they’re living in exactly the right place for optimized TCO.

FAQs

Q: Why does dedicated bare metal make sense if we’re already using the cloud? 
A: Cloud makes the most sense for dynamic workloads. Moving predictable elements such as databases, CI farms, or background workers to dedicated hardware that’s priced for a steady load typically delivers 30–40% lower TCO.  

Q: Can the bundle support both cloud and bare metal workloads?
A: For Tier 2 and above, hybrid is the most common approach. Applications can stay in the cloud to take advantage of the inherent elasticity. Databases, multi-tenant clusters, and DR environments can transition to bare metal. Since it’s all from a single vendor, everything shares the same API and control plane.