What Is Planned vs. Realized R?
The Planned vs. Realized R difference measures the gap between the R value a trade was expected to produce — based on the stop-loss and target defined in the trading plan — and the R value the trade actually delivered once closed.
- Planned R: The theoretical R value implied by your pre-trade stop-loss and take-profit levels
- Realized R: The actual R value earned (or lost) based on where you actually exited the trade
Example: A trade with a 10-pip stop and a 30-pip target offers +3R according to the plan. If the trader panics and exits at +15 pips instead, Realized R = +1.5R. The gap = −1.5R.
TraderHub24 calculates this gap automatically for every trade and aggregates it into period-level analytics so you can track execution quality over time.
Why This Metric Matters
The Planned vs. Realized R gap is the numerical fingerprint of psychological trading errors. A trader can have an excellent system on paper, but if this gap is consistently large and negative, the system's full potential is never being captured. The most common patterns include:
- Cutting profits early: Exiting before price reaches the target
- Missing stops: Holding through the stop level and accepting a larger loss than planned
- Mid-trade strategy drift: Abandoning the original plan once a trade is open
- Premature partial exits: Taking partial profits too early on winners while not scaling out of losers
All of these behaviors push Realized R below Planned R. Compounded over time, this gap can consume a significant portion of the system's theoretical edge.
How to Interpret the Gap Values
Realized R ≈ Planned R (Gap near zero)
Excellent execution. You are trading the way you planned. Your backtesting results will more accurately reflect your live performance.
Realized R < Planned R (Negative gap)
The most common scenario. Profitable trades are being closed before reaching the target, or losing trades are being held past the stop. Both sub-scenarios produce this result, but each requires a different fix.
Realized R > Planned R (Positive gap)
Rare but possible. This occurs when a trailing stop or a strong trend allows you to capture more than the original plan anticipated. Generally a positive sign, though it can also indicate an inconsistent exit strategy.
Diagnosing the Source of a Negative Gap
When analyzing your Planned vs. Realized R data on TraderHub24, use these breakdowns to find the root cause:
- Is the gap larger on winning trades or losing trades? Larger on winners suggests an early exit problem; larger on losers suggests a stop-discipline problem
- Is the gap worse on specific instruments? High-volatility instruments can make execution harder under pressure
- Does the gap increase at specific session times? The psychological pressure of busy market opens can distort execution
- Does the gap correlate with position size? Larger positions often produce worse execution due to heightened emotional involvement
How to Apply This Metric to Your Trading Strategy
1. Use Automated Orders
The simplest and most effective fix: place OCO (One Cancels Other) orders at trade entry so stop-loss and take-profit are set automatically. Removing human intervention at the exit stage dramatically reduces the gap.
2. Build a Trade Plan Consistency Protocol
Define entry, stop, and target in writing before opening every trade. Log these values in TraderHub24 before entry and compare them against the realized values after exit. The act of writing it down creates accountability.
3. Set a Maximum Acceptable Deviation
For example, adopt a rule: "Realized R cannot fall below 80% of Planned R." Trades that breach this threshold trigger a mandatory post-trade review the following day.
4. Track the Trend Monthly
Monitor your Planned vs. Realized R gap trend month over month on TraderHub24. A narrowing gap is concrete, numerical evidence that your execution quality is improving — one of the most meaningful forms of trader development.
Important: If your Realized R is systematically lower than your Planned R, your backtesting results are overstating your real performance. In that case, recalibrate your target Profit Factor and Expectancy expectations downward to reflect actual execution quality.
Analyze your metrics now: View Your Planned vs. Realized R Analysis on TraderHub24 →