Parsimony

Parsimony is an open-source benchmarking tool designed to evaluate AI coding models by measuring the net amount of code they add when solving tasks. It helps compare AI models based on their parsimony — i.e., the minimal additional code introduced — by parsing code syntax elements rather than counting lines, focusing on Python code. It uses existing benchmarks and provides comparative charts and leaderboards.