QQE (Quantitative Qualitative Estimation)

A smoothed RSI with a trailing line set by its own volatility: the RSI crossing the line marks a turn. How AlgoLift computes QQE and how to use it.

IndicatorBy AlgoLiftUpdated 3 min read
On this page 11What it measuresFormulaInputs in AlgoLiftOutputs in AlgoLiftHow to read itBest in, worst inThree setups1. Trailing-line cross2. Trend filter with the 50 line3. QQE as a trend gateCommon mistakes

TL;DR. An RSI smoothed by an EMA, with a trailing line that follows it at a distance set by how much the smoothed RSI usually moves. The trailing line flips sides with the trend, like a Supertrend drawn on the RSI.

What it measures

  • Momentum, smoothed. The smoothed RSI is a calmer RSI on its usual 0 to 100 scale.
  • The RSI's own volatility. The trailing line keeps a distance of factor times the smoothed RSI's average bar-to-bar move, so it hugs a quiet RSI and gives a jumpy one room.
  • Trend state. The line sits below the RSI in an uptrend and above it in a downtrend; the side it is on is the trend.

Formula

Inputs in AlgoLift

SettingDefaultRangeNotes
RSI period141 to 500Bars in the RSI. The volatility averages use 2n - 1.
Smoothing51 to 500Bars in the EMA that smooths the RSI.
Factor4.2360.1 to 20How many average moves the trailing line keeps away. Larger means fewer flips.
SourceCloseClose, Open, High, Low, HL2, HLC3, OHLC4Which value of each bar the RSI reads.

Outputs in AlgoLift

HandleTypePlottedNotes
QQENumericAlwaysThe trailing line: the lower band in an uptrend, the upper band in a downtrend.
Smoothed RSINumericAlwaysThe RSI smoothed with an EMA, 0 to 100. Dashed guide at 50.
QQE longNumericOn selectThe trailing line while the trend is up; no value while it is down.
QQE shortNumericOn selectThe trailing line while the trend is down; no value while it is up.

A rule reading QQE long or QQE short is false on the bars where it has no value, so either one doubles as a trend-state test.

How to read it

  • Smoothed RSI crossing above QQE: momentum has turned up through its trailing line. A long signal.
  • Smoothed RSI crossing below QQE: the mirror.
  • Smoothed RSI above 50 with the line below it: an established uptrend in momentum.
  • Frequent crosses: the RSI is choppy for this factor. A larger factor trails further and flips less.
Common Misconception
Myth
QQE is an overbought and oversold indicator.
Reality
QQE is a trend follower on the RSI. Its signals are crosses of the smoothed RSI and its trailing line, which can happen at any level; the 0 to 100 scale belongs to the RSI, not to the trailing line.

Best in, worst in

Best in trending markets with pullbacks, where the trailing line keeps you in through small RSI dips.

Worst in a flat RSI around 50, where the line and the RSI cross repeatedly.

Three setups

1. Trailing-line cross

A Crossover of Smoothed RSI above QQE enters long, below enters short. Exit on the opposite cross.

2. Trend filter with the 50 line

Take the long crosses only while Smoothed RSI is above 50, and the short crosses only below it (a Comparison ANDed in).

3. QQE as a trend gate

Use a Comparison that QQE long is above 0 to allow longs from another trigger: it has a value only while the QQE trend is up.

Common mistakes

  • Reading the trailing line as a price level. QQE lives on the RSI's scale, not price. Compare it with the smoothed RSI, never with a close.
  • Shrinking the factor to get more signals. A small factor flips on noise. Change it in steps and watch the trade count (overfitting in trading).
  • Forgetting the warmup. The trailing line needs about five RSI periods of history; the engine loads it, but a short chart will show it starting late.
Key Takeaway

QQE trails a smoothed RSI with a volatility-sized line that flips with the trend: trade the crosses, and use the side of the line as the trend.