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What is a moving average?

Guide

Charting4 min

What is a moving average?

A moving average is the average closing price over a set number of periods, recalculated on every new bar. It strips out short-term noise so the underlying direction of the trend becomes visible.

SMA vs EMA

A simple moving average (SMA) weights every period in the lookback equally. An exponential moving average (EMA) weights recent prices more heavily, so it turns faster after a change in direction.

The trade-off is fixed: EMAs react sooner and produce more false signals; SMAs lag more and filter better. Neither is superior — they answer slightly different questions.

The periods people actually watch

These levels matter partly because they work and largely because so many participants watch them, which makes the reaction self-reinforcing.

  • 20: short-term trend, common as dynamic support in an active move.
  • 50: the medium-term trend most swing traders reference.
  • 100: an intermediate filter between swing and position views.
  • 200: the long-term regime line; above it is broadly bullish, below it broadly bearish.

Crossovers and their weakness

A golden cross is the 50 crossing above the 200; a death cross is the reverse. Both are widely reported and both are lagging by construction — the cross confirms a move that has already happened. They are useful as regime filters and poor as entry timers.

Example

A 50-day SMA crossing above the 200-day typically occurs well after the low. Traders using it as a regime filter stay long while it holds; traders using it as an entry buy the move late.

Where moving averages fail

In a sideways market, price oscillates across the average continuously and every crossover is a whipsaw. Moving averages are trend tools. Applied to a range, they generate losses at a steady rate — which is why identifying the regime comes before choosing the indicator.

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Backtest averaging into an asset instead of timing the trend.

FAQ

Common questions

Which is better, SMA or EMA?

Neither. EMA reacts faster and suits shorter-term trading; SMA is smoother and suits longer horizons. Pick one and stay consistent so your signals stay comparable.

What does the 200-day moving average mean?

It is the widely watched long-term trend line. Price sustained above it is generally treated as a bullish regime and below it as a bearish one.

Can moving averages predict price?

No. They describe what has already happened, smoothed. Their value is in defining trend direction and dynamic support, not in forecasting.

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