When Elo Lies: Hidden Biases in Codeforces-Based Evaluation of Large Language Models

Shenyu Zheng, Ximing Dong, Xiaoshuang Liu +6

As Large Language Models (LLMs) achieve breakthroughs in complex reasoning, Codeforces-based Elo ratings have emerged as a prominent metric for evaluating competitive programming c…