Is Awesome Oscillator the same as the MACD histogram?

No. AO displays its fast-minus-slow average difference directly. The MACD histogram subtracts a signal average from the MACD line. In the worked example, AO is positive at bar 37 while the MACD histogram is negative.

Can MACD reproduce Awesome Oscillator?

The MACD line matches AO if its source is (high + low) / 2, its fast and slow lengths are 5 and 34, and its oscillator average type is SMA, using the same bars. Its signal and histogram remain additional calculations; the histogram is not AO.

Which is faster or better, AO or MACD?

There is no universal ranking from the formulas. Specify the event being timed and the settings first. A source change, a different averaging window, or a signal-line crossing can each change event timing. The synthetic calculation here is not evidence of trading performance.

Why is a green AO bar below zero?

Color describes the change from the previous AO value, while position describes its sign. A move from −2 to −1 rises but remains negative. It is different from crossing above zero.

How should I compare AO and MACD in Pine Script?

Specify source and smoothing explicitly, inspect values on the same completed bars, and label the MACD line separately from its histogram. Use the hypothetical sequence on this page as a numerical check. Then define trading rules and evaluate them separately from formula correctness.

TradingView comparisons

TradingView indicator comparison

Awesome Oscillator vs MACD

Short answer

Awesome Oscillator vs MACD compares two different moving-average calculations. AO subtracts the 34-bar SMA of (high + low) / 2 from its 5-bar SMA. A common MACD setup subtracts the 26-bar EMA of close from its 12-bar EMA, then adds a 9-bar signal EMA. AO bars show the average difference itself; MACD histogram bars show MACD minus signal. Compare AO with the MACD line when checking zero crossings.

Build an AO and MACD comparison script Open the MACD calculator

MACD and Awesome Oscillator compared

MACD and Awesome Oscillator comparison
Criterion	MACD	Awesome Oscillator	Practical meaning
Price input	Close for the 12/26/9 EMA setup used here; TradingView offers a source setting.	Each bar midpoint: (high + low) / 2.	A close near a candle extreme can change MACD while an unchanged midpoint leaves the new AO input unchanged.
Smoothing	EMA here; TradingView also offers SMA for oscillator and signal averages.	SMA with lengths 5 and 34.	SMA gives equal weight within its window. EMA carries a decaying contribution from earlier inputs.
What the bars measure	Histogram = MACD line minus signal line.	AO = fast SMA minus slow SMA.	A negative MACD histogram can coexist with a positive MACD line and positive AO.
Matched zero event	MACD line crosses zero when its fast and slow averages cross.	AO crosses zero when its fast and slow averages cross.	A MACD histogram zero crossing instead marks a MACD/signal crossing.

Choose by the rule you need

Your condition compares midpoint averages

Use the AO calculation

It matches the specified input and averaging method. A close-based EMA difference implements another rule.

Your condition needs a smoothed reference line

Use MACD with an explicit signal setting

Write down the signal length and average type. Adding a signal average to AO would create a custom variant.

You want to explain disagreement

Change one calculation input at a time

Hold lengths fixed, compare close with midpoint, then compare SMA with EMA. Changing all three cannot isolate the cause.

You want a trading comparison

Define exits and costs after checking values

A numerical match verifies implementation. It does not establish which rule earns more or handles future conditions better.

Reproduce four bars from one price sequence

This is a hypothetical calculation in price units, not a backtest. Bars 1 through 34 have high, low, and close equal to 100. Seed both price EMAs at 100 and the signal EMA at 0. Use AO 5/34 and MACD 12/26/9 with EMA smoothing for both MACD and signal. All values below use completed bars and are rounded only for display.

For each new value x, update an N-bar EMA as previous EMA + (2 / (N + 1)) × (x − previous EMA). Update the signal with the new MACD value and N = 9. For AO, average the latest 5 midpoints and subtract the average of the latest 34 midpoints.

Bar 35: high 104, low 96, close 104, midpoint 100. AO 0.000000; MACD 0.319088; signal 0.063818; histogram 0.255271.
Bar 36: high 106, low 100, close 101, midpoint 103. AO 0.511765; MACD 0.326134; signal 0.116281; histogram 0.209853.
Bar 37: high 104, low 98, close 98, midpoint 101. AO 0.682353; MACD 0.088621; signal 0.110749; histogram −0.022128.
Bar 38: high 102, low 98, close 100, midpoint 100. AO 0.682353; MACD 0.061069; signal 0.100813; histogram −0.039744.

Check the arithmetic before interpreting the bars

At bar 35, the midpoint remains 100. Both AO averages therefore remain 100, even though the close rises to 104. The fast EMA becomes 100 + 4 × 2/13 = 100.615385; the slow EMA becomes 100 + 4 × 2/27 = 100.296296. Their unrounded difference is 0.319088, and the signal takes one fifth of that value.

At bar 36, the AO averages are 100 + 3/5 = 100.6 and 100 + 3/34 = 100.088235. Their difference is 0.511765. At bar 37, midpoint deviations of 3 and 1 remain in both windows, giving AO = 4/5 − 4/34 = 0.682353.

Bar 37 separates the two meanings of zero: MACD remains above zero but drops below its signal, so its histogram becomes negative. AO stays positive and rises. Neither calculation is broken. They answer different numerical questions.

At bar 38, AO is unchanged because the added and removed midpoints are both 100 in each SMA window. The EMAs continue moving toward the close of 100. This example explains disagreement; it does not rank predictive accuracy or signal speed.

Inspect disagreements on TradingView

Add both built-in indicators to one chart and record their settings before comparing timestamps. Use the same symbol, session, timeframe, and candle type. Keep MACD on the chart timeframe for this first check; a separate indicator timeframe introduces another comparison variable.

Read numerical values rather than comparing pane heights. On each selected closed bar, record high, low, close, AO, MACD, signal, and histogram. Verify the histogram subtraction first. Then inspect each source series and moving-average setting.

Treat AO color and AO sign separately: a rising AO bar can still be below zero.
Compare values only where every required average is available. A missing warm-up value is not a zero.
For a live indicator, use chart-bar close confirmation before recording a cross. Values on an open candle can change.
If an imported calculation disagrees from its first bar, check EMA seeding and history length before changing parameters.

Test templates

These examples define a research process. They are not trade calls or evidence that a setup will make money.

Source check

Same bars

Rule to test

Calculate one 12/26 EMA difference on close and another on midpoint. Keep smoothing and lengths identical.

Validation

Log both source values and differences at the same timestamp. This isolates source choice, without changing the averaging method.

Smoothing check

Same bars

Rule to test

Calculate 5/34 differences using SMA and EMA on midpoint. Keep source and lengths identical.

Validation

Record initialization and available history. Differences now come from weighting and initialization, rather than source or length.

Event check

Bar close

Rule to test

Record AO zero crossings, MACD-line zero crossings, and MACD/signal crossings in separate columns.

Validation

Treat these as diagnostic events. Define a separate exit, position size, execution timing, and cost model before testing trades.

Checks before accepting a result

In the worked example, bar 35 checks source sensitivity: close changes while midpoint stays at 100.

Bar 37 checks event identity: a negative MACD histogram does not require a negative MACD line.

Keep full precision during calculation. Rounded labels can hide small differences around zero.

Turn the idea into an inspectable Pine Script rule

Give the Pine Script AI Coding Agent the source, lengths, average types, and bar-close requirement from this comparison. Ask it to expose AO, MACD, signal, and histogram values for inspection, with separate conditions for each crossing. Verify the generated values against the four-bar example before adding strategy exits, sizing, and costs.

Build an AO and MACD comparison script

Frequently asked questions

: No. AO displays its fast-minus-slow average difference directly. The MACD histogram subtracts a signal average from the MACD line. In the worked example, AO is positive at bar 37 while the MACD histogram is negative.
: The MACD line matches AO if its source is (high + low) / 2, its fast and slow lengths are 5 and 34, and its oscillator average type is SMA, using the same bars. Its signal and histogram remain additional calculations; the histogram is not AO.
: There is no universal ranking from the formulas. Specify the event being timed and the settings first. A source change, a different averaging window, or a signal-line crossing can each change event timing. The synthetic calculation here is not evidence of trading performance.
: Color describes the change from the previous AO value, while position describes its sign. A move from −2 to −1 rises but remains negative. It is different from crossing above zero.
: Specify source and smoothing explicitly, inspect values on the same completed bars, and label the MACD line separately from its histogram. Use the hypothetical sequence on this page as a numerical check. Then define trading rules and evaluate them separately from formula correctness.

Sources and limits

Source review completed 2026-10-17.

Awesome Oscillator (TradingView, checked 2026-10-17). Documents the 5 and 34 period midpoint SMA calculation and the main Awesome Oscillator signals.
Moving average convergence divergence indicator (TradingView, checked 2026-10-17). Documents the MACD line, signal line, histogram, inputs, and timeframe behavior.
Exponential Moving Average (TradingView, checked 2026-10-17). Explains the weighted recurrence used in the hypothetical calculation.
Pine Script bar states (TradingView, checked 2026-10-17). Documents chart-bar confirmation and its boundary when requesting other timeframes.

The numbers are a hypothetical calculation, not market observations or trading results. This page explains indicator mechanics and does not provide investment advice or predict returns.

Awesome Oscillator vs MACD

MACD and Awesome Oscillator compared

Choose by the rule you need

Your condition compares midpoint averages

Your condition needs a smoothed reference line

You want to explain disagreement

You want a trading comparison

Reproduce four bars from one price sequence

Check the arithmetic before interpreting the bars

Inspect disagreements on TradingView

Test templates

Source check

Smoothing check

Event check

Checks before accepting a result

Turn the idea into an inspectable Pine Script rule

Tools for the next test

MACD and Alligator Strategy

MACD Calculator

How to Create MACD in TradingView

MACD Screener

Frequently asked questions

Sources and limits