Parsimony benchmark measures AI code verbosity using coding units

Parsimony evaluates how much excess code AI models generate by analyzing patches from SWE-bench datasets. Instead of line counts, it uses coding units—syntax elements like statements, calls, and literals—to penalize models that increase codebase complexity.