Explainable Benchmarking of LLM API Services: Predictive Quality Assessment, Failure Attribution, and Robustness Analysis Under Adversarial Conditions. (2026). Journal of Advanced Artificial Intelligence Research, 5(1). https://www.jaair.org/index.php/home/article/view/25