When it fails

1. 1 Moving averages need a trend

   Every method in this module assumes a trend. The 200 MA filter, the EMA pullback and the crossover all work by following price in one direction. When price goes sideways, there is nothing to follow, and the same rules start to lose.

   This lesson shows three real ways it goes wrong, then gives you the Yellow belt mission. Every example uses real EURUSD prices. Most of these losses broke no rule. They are what the rules cost when the market does not trend.

2. 2 Failure 1: pullback trades in a range (EURUSD H4, 20 April to 13 May 2026)

   This is the range from lesson 2.2: support about 1.1655 to 1.1680, resistance about 1.1782 to 1.1797. On D1, price was above the 200 MA, but the line was almost flat. Lesson 5.2’s test: rising means at least 10 pips higher than 20 D1 candles ago, falling at least 10 pips lower, anything in between is flat. Two pullback buys from that range:

   20 April: the slope rule was skipped. The EMA 20 was above a rising EMA 50. Price pulled back to 1.17285, then the 00:00 UTC candle closed at 1.17599, above the previous high. But the D1 200 MA (about 1.1672) was about 5 pips lower than 20 candles before. That is flat, not rising, so by the rules of lesson 5.3 there was no trade. A trader who only checked “is price above the line” took it anyway:

   • Entry about 1.1760, stop 1.1726 (below the pullback low), risk 34 pips, target 1.1828.
   • The best price was 1.17908, still 37 pips short of the target. Price was back at the top of the range.
   • Stop hit on 21 April in the 16:00 UTC candle (low 1.17188). Loss: 1%.

   8 May: every rule met, only just. By now the D1 200 MA was about 11 pips higher than 20 candles before. That passes the 10-pip rising test, but only by about a pip: it had passed for the first time two days earlier. Price pulled back to 1.17217, then the 04:00 UTC candle closed at 1.17429, above the previous high. That was the first trigger after the pullback. The EMA 20 was above the EMA 50, but only about 9 pips above it.

   • Entry about 1.1743, stop 1.1720, risk 23 pips, target 1.1789.
   • Price reached 1.17877 on 8 May and again on 11 May, about 1 pip short of the target both times.
   • Stop hit on 13 May in the 04:00 UTC candle (low 1.17069). Loss: 1%.

   The second trade was not a mistake: the rules were followed and it lost. But the warning signs were the same both times: a 200 MA barely moving, EMAs close together, and resistance a few dozen pips above the entry. When the rules are only just met, the trend is weak.

   

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   Quick check

   1. Question 1 · Spot the mistake

      EURUSD, 20 April 2026. On D1 price is above the 200 MA, but the 200 MA is about 5 pips lower than it was 20 candles ago. On H4 there is a pullback and a trigger candle, so a trader buys at about 1.1760 with a stop at 1.1726. The stop is hit the next day. What was the mistake?

      A.The trade had a stop-loss.B.Skipping the slope check. The 200 MA was not rising, so the rules said no trade.C.Using the H4 chart for the entry.D.Risking only 1% of the account.

      Check

   2. Question 2 · Calculation

      The 8 May 2026 trade bought EURUSD at 1.1743 with a stop at 1.1720 and a take-profit at twice the risk. What was the take-profit price?

      Your answer, in price

      price

      Check

3. 3 Failure 2: crossovers in a long sideways stretch

   Lesson 5.4 showed three MA 20 / MA 50 crosses losing in autumn 2025. The run did not stop there. On EURUSD D1, every cross from 18 August 2025 to 29 September 2026 was followed by a loss when the next cross closed it:

   Cross	Trade	Result
   18 Aug 2025	sell 1.16602	−102.7 pips
   8 Sep 2025	buy 1.17629	−76.2 pips
   16 Oct 2025	sell 1.16867	−50.9 pips
   11 Dec 2025	buy 1.17376	−101.7 pips
   9 Mar 2026	sell 1.16359	−107.3 pips
   21 Apr 2026	buy 1.17432	−146.0 pips
   3 Jun 2026	sell 1.15972	−66.1 pips
   24 Aug 2026	buy 1.16633	−321.3 pips

   Eight losses in a row, 972.2 pips in total, before costs. The one trend trade before them (February to August 2025) made 1,197.6 pips. A method like this can give back most of a big win while you wait for the next trend, and losing streaks are part of it. That is why every trade is sized at 1%.

   

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   Quick check

   1. Question 3 · Multiple choice

      On EURUSD D1, eight MA 20 / MA 50 crosses in a row lost between August 2025 and September 2026. What is the right lesson to take from that?

      A.Crossovers can never work, so delete the indicators.B.The next cross is now sure to win.C.Crossovers lose in sideways markets and losing streaks happen, so size every trade at 1% and stand aside when the lines are flat and tangled.D.Double the lot size on the next cross to win the losses back.

      Check

4. 4 Failure 3: tuning the period until the past looks perfect

   After a losing run it is tempting to look for “better” settings. Test enough of them on old data and one will always look great. That is over-fitting: the settings fit the noise in that stretch of history, not anything that repeats.

   A real test on EURUSD D1 crossovers: 174 different pairs of periods, from MA 5 to MA 200, on the trading days of 2025.

   • The best pair on 2025 was MA 5 / MA 70: +1,133.9 pips.
   • The same pair from 1 January to the 14 October 2026 close: −264.5 pips, with 7 of its 9 trades losing.

   The plain MA 20 / MA 50 had a losing 2026 too. No period fixes a market that is not trending. Pick standard settings (20, 50, 200), keep them, and judge them over many trades, not one good year.

   Quick check

   1. Question 4 · Spot the mistake

      A trader tests 174 pairs of moving-average periods on EURUSD D1 for 2025, finds that MA 5 / MA 70 made the most pips, and trades only that pair from January 2026. By the 14 October close it is down 264.5 pips. What was the mistake?

      A.Testing on D1 instead of M1.B.Choosing the period that fitted one past year best, which fitted that year's noise rather than anything that repeats.C.Using simple averages instead of EMAs.D.Stopping after 174 pairs instead of testing more.

      Check

5. 5 Your Yellow belt mission

   To finish Module 5, complete this mission on your practice account:

   Take 5 practice trades by the EMA pullback rules, each journaled with correct risk.

   For each trade, write down in your journal (a notebook or a spreadsheet is fine):

   1. The date, the pair and the timeframe (H4).
   2. The 200 MA on D1: above or below, and how many pips it moved over the last 20 candles. Less than 10 pips either way is flat, and flat means no trade.
   3. The pullback low (or high, for a sell) and the trigger candle.
   4. Entry, stop-loss and take-profit at twice the risk.
   5. The lot size, the money at risk and the percent of the account. Correct risk means at most 1%, with the lot size rounded down.
   6. The result, and whether you followed every rule.

   Losing trades count, as long as they followed the rules. A trade that broke a rule does not count, even if it won.

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