MetriLLM

Find the best local LLM for your machine. Tests speed, quality and RAM fit, then tells you if a model is worth running on your hardware.

Benchmark a local LLM model with MetriLLM. Measures performance (tok/s, TTFT, memory) and quality (reasoning, math, coding, instruction following, structured output, multilingual). Use when the user wants to test, compare, or evaluate a local model.

Background context about MetriLLM benchmark tool. Activates when the user asks about local LLM performance, model comparison, hardware fitness, or benchmarking. Provides guidance on using MetriLLM CLI and interpreting results.