·12 min read
Why On-Device WebGPU Architecture is Cheaper Than Cloud LLM APIs
Routing every sort, filter, and aggregation to a cloud server costs $0.12 to $0.85 per 1,000 queries at scale. Our adaptive dispatch engine profiles local hardware via navigator.gpu.requestAdapter() and routes computation to the client GPU, eliminating server compute costs for data transformation entirely.
WebGPUCost OptimizationCloud