Explainable Benchmarking of LLM API Services: Predictive Quality Assessment, Failure Attribution, and Robustness Analysis Under Adversarial Conditions. JAAIR. 2026;5(1). Accessed June 11, 2026. https://www.jaair.org/index.php/home/article/view/25