A benchmark is a standard way of measuring the performance of a piece of software. They’re common in infrastructure where many products compete for the same real estate, and a vendor might brag that they perform better than a competitor on a given benchmark. There are some standard ones, like TPC for servers, benchANT for databases, and tons of academic ones for ML models.