Candlesticks vs Heikin-Ashi
Candlesticks plot the real open, high, low and close of each period. Heikin-ashi averages them: its close is the mean of the four prices and its open is the midpoint of the previous heikin-ashi bar, so its open, high and low are often prices that did not trade that day.
Both chart types start from the same four prices per bar. A candlestick draws them as they traded; a heikin-ashi bar runs them through an average first. On thirty years of SPY daily bars, that one step halved how often the color changed and moved the bar’s open outside the day’s real range more often than not.
What each one is
A candlestick draws the period’s open, high, low and close. The body runs from open to close and the wicks reach the high and the low, so every edge is a price that traded. Candlesticks covers the anatomy and how color is decided.
A heikin-ashi bar is built from those same prices with two averages. Its close is the mean of the open, high, low and close. Its open is the midpoint of the previous heikin-ashi bar’s open and close, which carries yesterday’s smoothed body into today. Its high and low are whichever is more extreme: the real high or low, or the bar’s own calculated open and close. Heikin-Ashi walks through all four formulas.
So the two differ in what a number on the chart means. On a candlestick, a price is an event. On heikin-ashi, the close is an average of events, and the open is an average of averages.
Where they differ
Whether the edges traded. The heikin-ashi close always lands inside the day’s range, because it is an average of four prices from that range. The open does not have that property. Measured on SPY, it sat above the day’s high or below its low on 55.93% of sessions, and on each of those days the bar’s high or low was that calculated open rather than a traded extreme.
How often the color changes. A real candle is colored by its own open and close, which flip often. A heikin-ashi bar compares a smoothed close with a smoothed open, so the color holds for longer runs. That is the visible appeal of the chart, and it comes from the formula rather than from the market.
Whether a gap can appear. The heikin-ashi open is the midpoint of the previous bar’s body, which is always inside the previous bar’s range, so a heikin-ashi bar can never open beyond the bar before it. SPY printed real gap days throughout the sample; the heikin-ashi version of the same chart shows none.
When each one turns. A candlestick shows a reversal day as soon as it closes. A heikin-ashi bar changes color only after the averages cross, which takes the turn day plus whatever the smoothing still remembers.
Reading one day both ways
Take SPY on 2 Oct 2026. The real candle opened at $770.58, traded between $767.15 and $772.65, and closed at $769.64. The close was below the open, so the candle is a down candle.
The heikin-ashi bar for the same day says the opposite. The previous heikin-ashi bar’s open and close were $765.80 and $763.20 (rounded), so today’s heikin-ashi open is their midpoint, $764.50. The heikin-ashi close averages the four real prices: ($770.58 + $772.65 + $767.15 + $769.64) / 4 = $770.005. The close is above the open, so the bar is an up bar.
Its low is not a price SPY touched that day. The heikin-ashi low is the lowest of the real low ($767.15), the calculated open ($764.50) and the calculated close, which makes it $764.50, about $2.65 below anything that traded on 2 Oct. A stop placed under that bar would be measured from a level the session never reached.
Which one to use: Candlesticks or Heikin-Ashi?
Use candlesticks when you are placing an order. An entry, a stop and a target are prices, and only the real candle reports prices that traded. On more than half of SPY sessions, the heikin-ashi high or low was not one of them.
Use heikin-ashi when the problem is reacting to every single bar. If one red candle inside a rising stretch keeps pushing you out of a position you planned to hold, a chart whose color changed half as often is a legitimate way to see the stretch as a whole, provided you accept that it shows turns late.
Use both together when you want the calm view and the real prices. Heikin-ashi in a small panel or as a color filter, real candles on the main chart, and every number taken from the real candles.
And use candlesticks for any pattern, gap or level work. Engulfing bars, dojis and gaps are defined by real opens and closes, so on averaged bars they are describing a formula rather than trading.
Why the smoothing costs time
Each heikin-ashi open carries half of the previous bar’s body forward. That memory is what holds a color for several bars, and it is also why a turn shows up late: a bar has to overcome the averaged past before its color can change.
Measured at each heikin-ashi color change on SPY, the turn to up came a median of one session after the lowest low of the down run before it, with the close on the turn day a median 1.75% above that low. Turns to down came a median of one session after the run’s highest high, 1.39% below it. Those are distances paid before the color confirms anything.
Neither number is a forecast. They describe how far price had already traveled from the extreme when the smoothed bar finally changed color, measured in hindsight against an extreme that was only known once the run ended.
The original data
The sample is SPY’s daily bars from 2 Jan 1996 to 2 Oct 2026, 7,739 sessions (Yahoo Finance, split-adjusted). Opens start in 1996 because SPY’s earliest opens often just repeat the prior close (57 times in 1993-94). Real candles: 4,068 up, 3,619 down and 52 with the close exactly equal to the open. Heikin-ashi bars: 4,505 up and 3,234 down, none flat.
| Measure, SPY daily 1996-2026 | Candlesticks | Heikin-ashi |
|---|---|---|
| Sessions where color changed from the day before | 3,891 of 7,635 (50.96%) | 1,995 of 7,738 (25.78%) |
| Same-color runs | 3,943 | 1,996 |
| Median run length | 1 bar | 3 bars |
| Runs of one bar | 50.75% | 24.85% |
| Runs of five or more bars | 227 (5.76%) | 620 (31.06%) |
| Bars sitting inside a run of five or more | 17.55% | 62.04% |
| Longest run | 13 up, 25 Mar - 13 Apr 2021 | 30 up, 17 Oct - 28 Nov 2014 |
The heikin-ashi open landed outside the real day’s range on 4,328 of 7,738 sessions (55.93%): above the high on 1,617 (20.90%) and below the low on 2,711 (35.03%). The heikin-ashi high or low differed from the real extreme on exactly those sessions, because the close never leaves the range. The median gap between the heikin-ashi open and the real open was 0.57% of the price; for the close, the median gap was 0.25%.
Real gaps: 728 sessions (9.41%) traded entirely above the previous day’s high (466) or below its low (262). Heikin-ashi gaps: 0, as the construction guarantees. SPY also opened beyond the prior day’s range on 2,811 sessions (36.33%), every one of them absorbed into a heikin-ashi open drawn from the bar before.
What this does and does not show. The table measures how the two chart types draw the same market. It says nothing about whether either color helps anyone trade; no rule was tested here. Every bar, both ways, is in the SPY candles and heikin-ashi file.
When it fails
The costly failure is taking a stop or entry from a heikin-ashi extreme. On 2 Oct 2026 the bar’s low sat $2.65 under the real low. A stop placed a few cents beneath that heikin-ashi low is wider than the trader measured from the real chart, the position size worked out from it is off by the same amount, and none of it shows until the order fills at a real price somewhere else.
A second failure is reading a long color run as strength. Runs of five or more were 31.06% of heikin-ashi runs and 5.76% of candle runs on the same days. The difference is the averaging, not a stronger market.
A third is hunting candlestick patterns on smoothed bars. An engulfing bar or a doji needs a real open and close.
A fourth is backtesting on heikin-ashi values. Fills at prices that never traded produce results no account could have had.
And a fifth is treating the absence of gaps as calm. The formula removed every one.
Related
Candlesticks explains the real open, high, low and close and how a candle gets its color. Heikin-Ashi sets out the four averaging formulas behind every bar measured here. And price action is the practice of reading the real bars that heikin-ashi smooths away.
Read heikin-ashi as a summary of the last few bars, not as a picture of today. Place every order, stop and level from the real candles underneath, and treat the color as a reminder of direction rather than a price.
— Michael Whitman
This page is educational, not financial advice. Test every idea on your own charts before risking money.