To evaluate the optimal values for each GA hyperparameter, three metrics are examined: champion, coverage, and speedup. The champion is the rank of the best-performing candidate found in the entire search space. A champion of 1 means the global best polymer was discovered. This metric is important since it will give insight into the global optimization performance of the GA.