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Moving Averages Explained: SMA vs EMA

A moving average is a line that averages price over a chosen number of candles, smoothing the noise and showing the general trend direction. It comes in two main forms, the simple (SMA) and the exponential (EMA), with the EMA leaning on recent prices. Its defining trait is lag: it is built from the past, so it is close to useless for active intraday trading, while it works fine as a rough filter of the long-term trend.

Moving averages are the best-known indicator in trading, with mountains of books written about them. I will say it straight: the only thing I respect on a chart besides volume is more volume, and I do not trade off moving averages myself. But you cannot skip the topic, because every beginner runs into it. I have traded since 2013 on volume rather than on lines, so let's go through it calmly: what it is, why it is close to useless for active trading, and where it does earn its place.

In this article we'll cover:

  • a moving average is an averaged price line that smooths noise and shows the trend;
  • the SMA averages prices equally, the EMA weights recent data and reacts faster;
  • the main drawback is lag, which makes moving averages close to useless intraday;
  • the one real use is a coarse long-term trend filter for picking stocks for a portfolio.

In order: what a moving average is, why it works poorly for active trading, and where it has an honest use.

What Are Moving Averages

A moving average is a technical indicator that averages price over a chosen number of periods and smooths the swings, helping you see the direction of the trend. The name says it all: with each new candle the calculation window slides forward and the average is recomputed. It is a basic tool of technical analysis, and at heart it is a trend indicator whose job is to show where the market is generally looking.

There are several types, but two matter in practice. The simple moving average (SMA) adds up the closing prices over the period and divides by their number, giving every candle the same weight. That makes the smoothest but also the most sluggish line. The exponential moving average (EMA) gives more weight to recent prices, so it reacts faster, and it is used more often on short timeframes. The longer the period, the smoother and more inert the line. The 200-day SMA, for example, is treated as the classic reference for the global trend.

Example of moving averages on a chart

Why Moving Averages Don't Work for Intraday Trading

The reason is one thing and it is fundamental: lag. The line is built from past prices, so it reports a reversal only after it has already happened. For intraday trading, where the decision has to be made here and now, that is almost a death sentence. By the time the average bends, the move you wanted is gone.

Add a flat market to that. The moment price goes sideways, it keeps poking back and forth through the average, and the indicator throws out a flood of false signals that are easy to lose a deposit on. The same goes for the popular crossovers, the golden cross and the death cross: they look convincing on history but in real time they fire well after a large part of the move is done. Reading the trend volume instead tells you what is actually pushing price, rather than a smoothed echo of where it has been. A walkthrough of why lag is the core problem is here: the main problem with moving averages.

The lag of moving averages on a chart

Where Moving Averages Are Useful: A Long-Term Trend Filter

It would be dishonest to say moving averages are useless across the board. They have one worthy use, and it is tied not to speculation but to long horizons. Over big timeframes the lag stops being a problem, because you no longer care about the entry point, only about the fact: is the market in an up phase or a down phase.

The classic move is the 200-day SMA as a filter of the global trend. If a stock or an index holds steadily above its 200-day average, that is a bullish regime, and such instruments are worth considering for a long-term portfolio. If price has dropped below it, that is a bearish regime, and it makes sense to hold off on buying. Here the average works not as a trade signal but as a coarse direction filter that screens out the obviously weak names, which is a different job from the rest of the technical indicators. Treat it as a background reference, not an entry tool.

My Take: Why I Watch Volume, Not the Line

I would rather watch what actually moves price, the volume and the reaction at levels, than an averaged line that lags it. In my experience the traders who get hurt with moving averages are the ones who buy because two lines crossed, with nothing under the cross. A crossing is not demand, it is arithmetic catching up with a move that already happened.

So my position is narrow and honest: as a trade signal a moving average does almost nothing for me, but as a background filter of the long-term regime it is fine, and I will not pretend otherwise. If you are building a long portfolio, the 200-day line is a reasonable first screen. If you are trading the day, look at volume and levels and leave the lines off the chart. This is how I act, not personal advice for your account.

Frequently Asked Questions

What is a moving average in simple terms?

It is a line that averages price over a chosen number of candles and smooths the market noise, showing the general trend direction. With each new candle the calculation window slides and the average is recomputed.

About the Author

Author: Igor Arapov — independent researcher in the psychology of investment decisions and behavioral finance, practising trader since 2013, founder of arapov.trade, author of a trading book series (Open Library), (ORCID: 0009-0003-0430-778X).

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