Commercial healthcare prices often appear chaotic in dollar terms, but a clearer pattern emerges when rates are benchmarked to Medicare. This post explains why Medicare remains the most reliable reference point for interpreting price transparency data, how benchmarking helps normalize variation across service lines and markets, and where differences in commercial rates reflect meaningful signals rather than noise.