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Which Programming Language Is Best for Claude Code?

An experiment tested Claude Code's performance implementing a simplified Git in 13 languages. Ruby, Python, and JavaScript were fastest and cheapest, while statically typed languages were 1.4–2.6× slower and more expensive. The study provides quantitative data on AI coding agent efficiency across different language paradigms.

Background

AI coding assistants like Claude Code are increasingly used for software development, but there's debate about which programming languages optimize their performance and cost-effectiveness.

Source
Lobsters
Published
Mar 28, 2026 at 07:25 AM
Score
5.0 / 10