@misc{zhang2026stop, title={Stop Comparing LLM Agents Without Disclosing the Harness}, author={Yunbei Zhang and Janet Wang and Yingqiang Ge and Weijie Xu and Jihun Hamm and Chandan K. Reddy}, year={2026}, eprint={2605.23950}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2605.23950} }