Kubernetes Inference Perf: Benchmark the Serving Stack, Not Just the Model
Kubernetes Inference Perf makes model-server comparisons more consistent, but its results still depend on prompts, load patterns, token counts, and clusters.
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Waymo's 1,000-TOPS ASICs Are Impressive—and Not a Benchmark
Waymo disclosed more than 1,000 TOPS of custom edge AI compute, while leaving precision, power, utilization, memory bandwidth, and measured latency unpublished.