StormForge Optimize Live is a Kubernetes resource optimization product that continuously analyzes observability metrics and automatically generates (and optionally applies) CPU and memory rightsizing recommendations for pods to reduce overprovisioning and mitigate CPU throttling and OOM events.
Published Aug 24, 2026
Sources: acquisition announcements; industry coverage.
| Aspect | StormForge Optimize Live | Cast AI (Workload Optimization) | PerfectScale |
|---|---|---|---|
| Starting Price | Free trial; then per-vCPU monthly pricing on annual contracts (volume discounts available) | Published starting fees plus per-CPU usage and add-ons | Free tier; then per-vCPU monthly pricing for paid tiers |
| Target Use Case | Teams seeking automated pod rightsizing that coordinates with HPA | Teams seeking broader automation across workload and infrastructure, with managed support | Teams seeking cost and performance insights with lower entry pricing and a free tier |
| Key Strengths | HPA-compatible approach for pod request/limit optimization | Broader platform including infra automation and pricing transparency | Lower entry options and a free tier |
| Key Weaknesses | Limited public review volume; security/compliance details are not centralized publicly; perceived cost may be high in some scenarios | Pricing can be high at scale and includes a base fee | Feature depth vs other providers can vary by tier |
Sources: vendor pricing pages; community discussions; pairing materials.
Sources: pricing pages; StormForge pairing materials; community discussions.