Just use whatever other people are using, because the reason they sometimes work is based solely on the Keynesian Beauty Contest.
A moving average is a time series analysis technique. Unless you understand what type of data is suitable for moving averages, don’t expect great things.
More in The Magic of the Moving Average and Because They Only Worked By Coincidence.