Prompt-Matrix Evals: Comparing Prompts and Models on Real Examples in an Afternoon

A prompt matrix runs a set of real, labelled examples through every combination of candidate prompts and models, grades outputs pass or fail per criterion, and compares pass rates, cost and latency in one table. This guide covers building the example set, choosing criteria, running the grid, reading failures and deciding.