Indicator mistakes: repainting, overfitting, too many lines

Recognise the indicator mistakes that cost traders money: repainting tools, settings fitted to the past, stacks of indicators that say the same thing, and signals taken against the trend. EUR/USD and gold examples.

TA 3: Advanced Lesson 4 of 4 · 3 min read

⚠️ Risk warning: CFDs and leveraged forex are complex instruments with a high risk of losing money rapidly. Most retail accounts lose money. This content is education only, not investment advice or a recommendation.

EUR/USD H1: three momentum indicators, one piece of information1.10461.10891.1132EUR/USD · H1High 1High 23070RSI (14)0MACD (12, 26, 9)0Momentum (10)RSI, MACD and Momentum are all calculated from the same closes, so they turn at the same places.Stacking them gives one opinion three times, not three opinions. Illustrative prices.
EUR/USD H1: three momentum indicators, one piece of information Illustrative chart: drawn data, not real prices.

Indicators are calculations on price, and sometimes on volume. Used well, they summarise what price is doing. Used badly, they create confidence that the chart does not support. Most indicator mistakes fall into four groups.

1. Too many lines that say the same thing

RSI, Stochastic, MACD, CCI and Momentum are all built from closing prices over a recent window. They tend to rise and fall together. Putting five of them on a chart gives you one opinion five times, not five opinions. Choose one momentum indicator, one trend tool (for example a moving average) and perhaps one volatility measure such as ATR.

Worked example: EUR/USD, H1. The figure uses drawn prices. RSI (14), MACD (12, 26, 9) and Momentum (10) are calculated from the same series. Around both highs, all three turn at almost the same place. Seeing all three agree feels like strong evidence, but they agree because they are made from the same closes.

2. Repainting

A repainting indicator changes its past values after new bars arrive. ZigZag, some pivot or "fractal" tools, and indicators that use future bars or a higher timeframe's unfinished bar can all do this. On a historical chart their signals look perfect, because each signal was redrawn once the move was known. In real time the signal either appeared later or moved. Before using any custom indicator, watch it live for a while, or replay the chart bar by bar, and note whether old signals stay where they first appeared.

3. Overfitting

Overfitting means adjusting settings until an indicator fits the past almost perfectly. An RSI period of 11 with levels at 73 and 27 that "worked" on last year’s gold chart has probably learned that chart’s noise. Prefer common, round settings, test on data you did not use to choose them, and see the backtesting lesson in level 4.

4. Signals without context

"RSI above 70, so sell" ignores the trend. In a strong uptrend RSI can stay above 70 while price keeps rising. An indicator reading should support a decision based on structure and levels, not replace it.

This lesson is educational. No indicator setting predicts price; the aim is to avoid misleading yourself.

🛠️ Practice task

Use a real chart. This is for practice, not for placing a trade.

  1. Open EUR/USD H1 in TradingView or MT5 and add RSI (14), MACD (12, 26, 9) and Stochastic (14, 3, 3).
  2. Scroll back a month and mark five turning points in price. Note how often the three indicators turned together.
  3. Remove two of them and keep one momentum indicator. Add a moving average and ATR (14) instead.
  4. If you use a custom indicator, replay the chart bar by bar and check whether its old signals stay where they first appeared.
  5. On gold H4, find a period where RSI stayed above 70 while price kept rising. Write one sentence on what an "overbought, so sell" rule would have done there.

🎯 Mark this chart

Study the drawing, pick the letter, then check. This exercise does not count toward your progress; the quiz below does.

Gold H4 with RSI: find the indicator-only trade3,9113,9433,974XAU/USD · H4ABCD3070RSI (14)
Gold H4 with RSI: find the indicator-only trade Illustrative chart: drawn data, not real prices.
Gold, H4, with RSI (14). Which marked trade idea is the classic indicator mistake?

Show answer

A: sell because RSI is above 70. At A, RSI is near 79 but price is still making higher highs, and it goes on to rally further. The sell has no reason except the indicator. B is based on structure: price broke its last higher low and then made a lower high. C and D are pullbacks in the direction of the trend.

Gold H4 with RSI: find the indicator-only trade3,9113,9433,974XAU/USD · H4ABCD✓ Indicator-only sell3070RSI (14)
Solved: A, a sell on RSI alone in a strong uptrend Illustrative chart: drawn data, not real prices.

✍️ Quick quiz

Check what you learned. Your answers stay in this browser.

1. Why do RSI, MACD and Momentum often agree?

Show answer

Because they are all calculated from the same closing prices. They summarise the same data in slightly different ways, so agreement between them adds little.

2. What is a repainting indicator?

Show answer

One that changes its past values after new bars arrive. Its history is redrawn with hindsight, so past signals look better than they were in real time.

3. Settings that made an indicator fit last year almost perfectly are probably…

Show answer

Overfitted to last year’s noise. The closer the fit to one past period, the more of its random noise the settings have learned.

4. Gold is making higher highs and RSI is 78. What does that reading alone tell you?

Show answer

Momentum is strong; it is not a reason on its own to trade against the trend. In a strong uptrend RSI can stay high for a long time. Structure decides; the indicator adds context.