Serverless Edge GPU LLM Inference Solver

Underwrite low-latency LLM inferencing deployments across global edge GPU clusters, comparing warm serverless pool standby costs vs per-second active execution billing.

Monthly Tokens & Target Model

Monthly Output Tokens Generated (Millions - e.g. 150M)

Inference Generation Speed (Tokens / sec - e.g. 115 T/s)

Latency Reduction & Cloud Spend

Time to First Token (TTFT - Prompt Prefill)

38 ms (Sub-50ms Ultra-Responsive)

Monthly Serverless GPU Infrastructure Bill

$1,850 / month

Effective Infrastructure Cost Per Million Tokens

$0.0123 / Million Tokens