The Best Programming Language for Tokenmaxxing: An Investigation of Coding Agent Behavior Across Programming Languages
The study tested five AI models across Python, Java, Rust, and OCaml to see how programming language choice significantly impacts output token consumption. Findings show OCaml costs substantially more tokens than Python. The research also identifies specific agent behaviors and waste patterns that occur depending on the language used.