Comparing Programming Languages for Code Generation

This chapter analyzes the performance of different programming languages in generating code through language models. It discusses the criteria used to evaluate the output, the correlation between examples and performance, and the potential shifts in programming language popularity. It also highlights the surprising finding that Julia outperforms Python and raises questions about its implications on industry practices.