The best replacement for moving average is exponential smoothing.

The best alternatives to moving average are rated as following:
★★★★★  exponential smoothing
★★★★  weighted average
★★★  exponential moving average
★★★  ema
★★  average
★★  rolling average
★★  weighted moving average
★★  low pass filter
★★  200 day moving average
★  linear regression
★  median filter
★  simple average
★  macd
★  buy and hold
★  standard cost
★  regression
★  bollinger band
  kalman filter
  simple
  simple moving average
  stock price
  trendline
  moving average
  50 day moving average
  weighted

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Speaking about moving average, one probably shouldn't forget about rsi.

Other search terms related to moving average and their ratings are:
★★★★★ rsi
★★★★ bollinger band
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moving average
exponential smoothing
weighted average