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Backtesting

Trading Strategies Intermediate โฑ 5 min read
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Test Before You Risk

Would you drive a car that has never been tested?

Would a pharmaceutical company release a drug without clinical trials?

Every serious professional tests their system before deploying it in the real world.

Trading is no different. Before risking a single dollar on a strategy โ€” you test it. You find out how it performed historically. You discover its strengths, its weaknesses and its realistic expectations.

This process is called backtesting โ€” and skipping it is one of the most expensive mistakes a trader can make.

What is Backtesting?

Backtesting means applying your strategy’s rules to historical price data โ€” going back through past charts and recording every trade your strategy would have taken.

The result is a dataset showing:

  • Win rate over a large sample
  • Average winner size and average loser size
  • Maximum consecutive losses
  • Overall profitability

This data tells you whether your strategy has a real edge โ€” or whether you have been fooling yourself.

How to Backtest Manually

Manual backtesting requires no special software. You need a charting platform and a spreadsheet.

Step 1 โ€” Define your rules completely.
All six strategy components from the previous topic must be fully defined before you start.
If your rules change during the backtest โ€” you are curve fitting, not testing.

Step 2 โ€” Choose your asset and timeframe.
Start with one asset on one timeframe.
Bitcoin on the daily chart is a good starting point โ€” clean data, significant history.

Step 3 โ€” Go back at least 2 to 3 years.
Markets go through different phases โ€” bull markets, bear markets, ranging periods.
Your strategy must be tested across all conditions โ€” not just the easy ones.

Step 4 โ€” Scroll through the chart bar by bar.
Cover the right side of the chart so you cannot see the future.
When your entry criteria are met โ€” record the trade.
When your stop or target is hit โ€” record the result.

Step 5 โ€” Record everything.
Date, entry price, stop loss, target, outcome, R result.
Every trade. No cherry picking. No skipping trades that “do not count.”

Step 6 โ€” Analyse the results.
After 100 or more trades โ€” calculate your statistics.
Win rate, average R per trade, maximum drawdown, total return.

What Good Backtest Results Look Like

Win rate: 40% to 60% is realistic for most strategies.
A 40% win rate is profitable if average winners are 2.5R and average losers are 1R.

Maximum consecutive losses: Expect 6 to 10 in a row on any serious backtest.
If you cannot handle this psychologically โ€” reduce position size until you can.

Consistency across market conditions:
A strategy that only works in bull markets is not a strategy โ€” it is luck.
Results should show profitability across trending and ranging periods.

The Limitations of Backtesting

Backtesting is powerful but not perfect.

Past performance does not guarantee future results.
Markets evolve. A strategy that worked perfectly 2019 to 2021 may behave differently in current conditions.
Backtesting gives you confidence and baseline expectations โ€” not certainty.

Manual backtesting has human error.
You may unconsciously apply rules slightly differently on different trades.
Awareness of this bias helps โ€” but does not eliminate it completely.

Backtesting does not replicate emotions.
Scrolling through historical charts feels nothing like having real money at risk.
This is why paper trading follows backtesting โ€” it adds the emotional element in a risk-free environment.

Backtest first. Then paper trade. Then go live with small size. This sequence exists for a reason โ€” skip any step and you pay for it with real losses.

In the next topic we will study paper trading โ€” the bridge between backtesting and live trading.

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