Client context
High-traffic, globally distributed application on AWS. SoloStack owned architecture, deployments, security, reliability, and cost optimization. CloudFront spend was significant and hard to forecast.
The challenge
- ~100 million requests and ~40 TB data transfer out per month.
- Pay-as-you-go pricing averaged ~$3,000/month, varied by usage, and required constant forecasting.
- Performance and availability were strong, but predictability and scaling economics were not.
Initial optimization (Feb 2025)
Implemented CloudFront Savings Bundles for immediate gains.
- ~30% reduction in CloudFront costs.
- Better short-term predictability, still tied to usage forecasts.
Pricing model shift
Re-evaluated after AWS introduced flat-rate CloudFront plans.
- Business flat-rate plan fit the steady workload.
- No architectural or performance changes required.
Monthly CloudFront cost
~$3,000 → ~$200
Cost predictability
Variable → Fixed
Scaling risk
High → Minimal
Current status
Savings Bundles remain active while coordinating with AWS on transition details to the flat-rate plan. Client will finalize the switch to lock in the projected ~93% reduction.
Key takeaways
- Cost optimization includes pricing model selection, not just service tuning.
- Steady, high-volume workloads gain most from flat-rate models.
- Revisit savings tools when providers change pricing.
- Predictability can be as valuable as raw cost reduction.
How SoloStack helps
- Analyze real AWS usage patterns and traffic stability.
- Select and combine the right pricing models for spend and risk.
- Drive savings without impacting performance, security, or reliability.
- Guide migrations from pay-as-you-go to flat-rate models smoothly.