Why Tokens per Second Isn't Enough to Evaluate a Local LLM
Speed, task success, and memory measurements from 75 repetitions on an Apple M4 Pro.
Practical, evidence-backed AI infrastructure research: local LLM benchmarking, RAM/VRAM sizing, agent hosting, and deployment guides. Free calculators and original measurements at agentinfraguide.com.