Cardano's Benchmarking Framework is a set of tools and methodologies used to measure and analyze the performance of various components of the Cardano network. It allows developers to assess the impact of changes to the protocol, identify bottlenecks, and optimize the network's performance. This framework is essential for Cardano's continuous improvement and scaling efforts.