Token Signatures of Code: Comparing Coding Behaviors Across Large Language Models

Junpeng Wang, Yuzhong Chen, Menghai Pan +2

The evaluation of large language models (LLMs) on coding tasks has primarily focused on performance metrics such as pass@k. As LLMs continue to advance, many models now meet baseli…