SaaS Cuts AWS Bill by 70% After Migrating to Bare-Metal Proxmox LXC Cluster
A high-traffic SaaS company running on AWS EC2 and EKS was spending nearly $12,000 per month on cloud infrastructure, driven by compute costs, NAT Gateway fees, and managed service premiums. An engineer re-architected the setup onto a collocated bare-metal Proxmox VE cluster using lightweight LXC containers and Docker Swarm for stateless microservices. NVMe drives configured in ZFS RAID10 replaced expensive AWS EBS volumes, delivering faster I/O without per-IOPS charges. An HAProxy and Keepalived load balancer setup was deployed in place of AWS's managed Application Load Balancer, eliminating hourly fees. The migration brought monthly infrastructure costs down to approximately $3,500, a roughly 70% reduction, while also improving latency by removing the AWS virtualization layer.
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