WhitmanTrading

Stochastic RSI vs MACD

The stochastic relative strength index reports where a relative strength index value sits inside its own recent range, bounded from zero to one hundred. The moving average convergence divergence subtracts a slow exponential average of closes from a fast one and adds a signal line, so it has no bounds.

One of these is on more charts than almost any other indicator. The other is the fastest thing in the same panel. They get used for the same job and only one of them can keep doing it once a trend is underway.

What each one is

The stochastic relative strength index reports where a relative strength index value sits inside the range of its own recent values, from zero to one hundred. Stochastic RSI covers it and RSI covers the input.

The moving average convergence divergence subtracts a slow exponential average of closes from a fast one, then plots a signal average of that difference and the gap between them as a histogram. MACD covers all three components.

One is a position and the other is a distance. A position inside a range has a maximum by definition; a distance between two averages does not, and that is what lets one of them keep reporting after the other has run out of scale.

Where they differ

A price series with a bounded oscillator pinned at its ceiling.
Pinned: at the top of the range, with nothing further to report. Illustrative chart - not real market data.

What a strong trend does to each. The stochastic version reaches one hundred and stays. The moving average convergence divergence keeps widening, so the difference between a firm trend and a violent one is visible on it and invisible on the other.

A price series with an unbounded line and histogram widening.
An unbounded distance can still say 'more than before'. Illustrative chart - not real market data.

Whether the midline corresponds to anything. A zero cross means the fast average crossed the slow one — an event on the price chart. The stochastic version’s fifty is where a statistic sat inside its own range, and there is nothing on the price to point at.

A stretch of price where a bounded oscillator and a histogram disagree.
One pinned, the other still narrowing. Illustrative chart - not real market data.

How many things you are given. The stochastic version gives a level and possibly a cross. The moving average convergence divergence gives a line, a signal and a histogram, which is three readings of the same underlying difference — more to look at, and not more information.

How fast each reacts. The twice-derived tool moves on almost nothing. The exponential averages underneath the other one are slow by design, so it is late at every turn and quiet through most noise.

Where they agree

A window of price bars with an oscillator and a histogram moving together.
In a clean swing they tell the same story. Illustrative chart - not real market data.

Both are built entirely from closes. Neither sees a high, a low or a volume, so running both is one input measured two ways rather than two opinions.

Both are misread as reversal signals. A large reading means recent movement was strong, and strength is how trends begin.

Both fight the same drift. On this site’s shared series 54% of 566 ten-bar windows finished higher than they started.

And both cost a round trip when acted on — 0.0098 here, about 2% of the median bar range of 0.493 — and the faster tool produces far more occasions to pay it.

Which one to use

A trending stretch of price with a bounded oscillator stuck at an extreme.
A trend is where the bounded tool stops speaking. Illustrative chart - not real market data.

Run the moving average convergence divergence when a trend may be running. It is the only one of the two that still distinguishes between degrees of strength once price is moving, which is most of what you want a momentum tool for.

A range-bound stretch of price with a fast oscillator swinging cleanly.
Where speed inside a range is the whole point. Illustrative chart - not real market data.

Run the stochastic relative strength index inside a confirmed range. Position within a range is a reasonable question when a range exists, and there its sensitivity is a feature.

Run the histogram rather than the crossings. A shrinking histogram inside an intact move is momentum fading before price turns, which is the one genuinely early thing either tool offers.

And when either reads extreme in a strong trend, do nothing. That reading is a description of the trend, not a warning about it.

Why “most taught” is not “most useful”

A candlestick chart annotated with the cost of a round trip.
Every crossing acted on costs a round trip. Illustrative chart - not real market data.

Because teaching volume follows familiarity rather than demand. The moving average convergence divergence appears in 473 titles in this corpus — one of the highest counts anywhere in it — at a median of 3,534 views, which is one of the lower medians. A great many people are making that video and comparatively few are looking for it.

A section of a price series drawn without volume context.
Thin conditions move a fast tool and barely register on a slow one. Illustrative chart - not real market data.

And because the standard settings are standard for historical reasons. Twelve, twenty-six and nine come from a six-day trading week, which has not applied for decades.

The original data

Of the 24,971 unique videos in the search corpus, no title compares these two directly. The moving average convergence divergence appears in 473 titles at a median of 3,534 views across 363 channels. The stochastic relative strength index appears in 25, at a median of 26,139 across 23.

A candlestick series with several gaps, the largest of them marked.
A gap widens one tool and pins the other. Illustrative chart - not real market data.

Nineteen times the videos and one seventh of the median audience. That ratio is the clearest saturation signal in the whole corpus: 363 separate channels have covered it, and the audience per video is small because the subject is answered many times over.

A stretch of price bars cut short at a decision point.
The histogram is shrinking; the oscillator is pinned. Act? Illustrative chart - not real market data.

On the chart above the shrinking histogram carries the information. It says the move is intact but decelerating. Pinned says only that the ceiling was reached and has not been left.

When it fails

The characteristic failure is running both as a confirmation pair. They share every input — closes, and nothing else — so agreement between them is a single measurement counted twice, and it feels convincing precisely because it could hardly do otherwise. Worse, the disagreements are structural rather than informative: the bounded tool pins in every trend while the unbounded one keeps moving, so waiting for both means waiting for the trend to end. A genuine second opinion needs a different input, such as volume or the bar’s range.

A second failure is trading every signal-line cross. In a range those come constantly and each pays a round trip.

A third is reading a divergence as a prediction. It is a description of two lines, and most resolve by the indicator catching up rather than by price turning.

A fourth is treating the stochastic version’s fifty as a level, when it refers to a statistic’s own range.

And a fifth is judging either on a sample without a trend in it, which is the condition that breaks one and flatters the other.

Stochastic RSI covers the twice-derived position reading. MACD covers the line, the signal and the histogram. And RSI covers the measure the stochastic version is calculated from.

What I actually do

The moving average convergence divergence is the most-taught momentum tool in the whole 24,971-video corpus and it has one of the lower median audiences in it. That combination usually means a subject everybody makes a video about and nobody is actually searching for.

— Michael Whitman

This page is educational, not financial advice. Test every idea on your own charts before risking money.