DevZero continuously right-sizes CPU, memory, and GPU at the workload level, eliminating idle capacity while keeping applications fast and stable. Deploy in minutes and start reducing cloud spend the same day.
Current Spend
$576,542/mo
Optimized Spend
$176,542/mo
Annual Savings
$4.8M/yr
Companies who slashed their Kubernetes
spend using DevZero
DevZero keeps your Kubernetes aligned to real demand.
CPU, memory, and GPU are continuously adjusted based on actual usage, eliminating idle capacity.
Begin with real-time cost visibility. Then let DevZero automatically reduce waste as your workloads run.
Get a real-time breakdown of infrastructure spend across clusters, workloads, nodes, and teams. Spot cost drivers, uncover inefficiencies, and make informed decisions across your stack.
| Workload | CPU | Memory | GPU | VRAM | Monthly | |
|---|---|---|---|---|---|---|
api-gateway | 1.2 / 4 cores | 2.1 / 8 GiB | — | — | $1,847 | Active |
inference-server | 3.8 / 8 cores | 12.4 / 32 GiB | 1.6 / 4 A100 | 48 / 160 GiB | $14,290 | Active |
model-training | 7.2 / 16 cores | 28.1 / 64 GiB | 3.1 / 8 A100 | 102 / 640 GiB | $31,520 | Active |
postgres-primary | 2.4 / 8 cores | 6.8 / 16 GiB | — | — | $3,412 | Active |
redis-cache | 0.3 / 2 cores | 4.2 / 8 GiB | — | — | $892 | Active |
event-processor | 1.8 / 4 cores | 3.6 / 8 GiB | — | — | $1,623 | Active |
Cost Overview
Projected Monthly Cost
Actual Usage Monthly Cost
Period Cost
| Cluster① | CPU Requests | Memory Requests | |
|---|---|---|---|
 production Connected Jun 19, 2025 | 21.13 cores▼19% Utilization: 24% | 71.18 GiB▼29% Utilization: 21% |
To stay safe, teams request more CPU and memory than workloads actually need. Over time, those safety margins become persistent waste often with less than 20–30% real utilization.
The result: stalled systems, inefficient infrastructure, and cloud costs that keep growing.
DevZero works wherever your infrastructure lives. Our live rightsizing engine installs in minutes on AWS, Google Cloud, Azure, Oracle Cloud, OpenShift, and on-prem Kubernetes with no lock-in and no migration required.
Cluster Autoscaler, Karpenter, VPA, HPA, KEDA each tackles one piece. DevZero combines workload rightsizing, node autoscaling, and bin packing into one system.
Node-level scaling
Smarter node scaling + bin packing
Workload rightsizing, node autoscaling + bin packing
Lauren Glass Mullins
personality pool
“We started applying DevZero’s recommendations on day 5, and within 24 hours our daily spend dropped by 30%. By day 30, we hit 60% total savings. That’s faster ROI than any other infrastructure investment we’ve made.”
Run a free assessment to identify overprovisioned workloads, idle capacity, and your potential savings, in minutes.