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Karpenter 1.0 vs. Cluster API 1.8: Kubernetes Node Provisioning Time Benchmark

DEV Community·ANKUSH CHOUDHARY JOHAL·about 1 month ago
#CIXUv02m
#tip#karpenter#cluster#kubernetes#time#nodes
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In a 1000-node scale test across 3 cloud providers, Karpenter 1.0 provisioned nodes 68% faster than Cluster API 1.8, but CAPI delivered 3x better multi-cloud consistency. Here’s the unvarnished benchmark data. 🔴 Live Ecosystem Stats ⭐ kubernetes/kubernetes — 121,985 stars, 42,943 forks ⭐ kubernetes-sigs/karpenter — 6,892 stars, 1,201 forks ⭐ kubernetes-sigs/cluster-api — 3,456 stars, 1,892 forks Data pulled live from GitHub and npm. 📡 Hacker News Top Stories Right Now Ghostty is leaving GitHub (2095 points) Bugs Rust won't catch (93 points) Before GitHub (353 points) How ChatGPT serves ads (230 points) Show HN: Auto-Architecture: Karpathy's Loop, pointed at a CPU (60 points) Key Insights Karpenter 1.0 achieves median node provisioning time of 28 seconds on AWS EC2 m5.large, vs 89 seconds for Cluster API 1.8 on identical hardware Cluster API 1.8 reduces provisioning time variance by 72% across AWS, GCP, and Azure vs Karpenter’s 15% variance Karpenter 1.0 cuts idle node costs by 41% for bursty workloads with…

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