Metric (other than RMSE, MSE, etc.) to select the best model to better detect peaks in weather forecasting
I had this problem in my work before and used weighted RMSE and assigned higher weights to the peaks.

Some ideas I took from here https://stats.stackexchange.com/questions/230517/weighted-root-mean-square-error