The Department of Defense (DOD) is seeking proposals for the topic "Benchmarking Simulations for Missile Defense System Analysis" as part of the SBIR 24.1 BAA. The topic is under the Missile Defense Agency and falls under the Trusted AI and Autonomy and Advanced Computing and Software critical technology areas. The objective is to develop ways to evaluate the performance of simulation models compared to benchmark data and to calibrate the models to improve benchmark results. The high-fidelity digital simulation models of the Missile Defense System (MDS) provide accurate results but are computationally expensive. This topic aims to develop metrics and measures to compare model performance with benchmark data and automate the tuning of models to align performance with benchmarks. The goal is to increase analyst confidence and enable the use of lower fidelity models for MDS analysis, advancing the state of the MDS. The project will have a Phase I for research and proof of concept, Phase II for expanding the methodology and creating a prototype, and Phase III for scaling up the capability and integrating it into a missile defense system testbed. The project duration and funding specifics are not provided in the document.