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Trading Journal

Finding Patterns in Your Wins

Pomegra Learn

How Do You Find Patterns in Your Winning Trades?

Most traders study their losses obsessively but ignore their wins. That's backwards. Your wins contain your edge. When you examine what all your profitable trades have in common—the setup that triggered them, the time of day they happened, the market conditions they thrived in, the emotional state you were in—you unlock the code to making more money. A trader who takes 10 trades a month and 6 are winners isn't 60% lucky; he's found a pattern that works, and he repeats it. This article teaches you how to reverse-engineer your own success.

Quick definition: A win pattern is a recurring combination of conditions—setup type, entry timing, market environment, or emotional state—that produces winning trades more reliably than other approaches you use.

Key takeaways​

  • Analyze every winning trade to understand what worked: entry setup, exit management, position size, and your mental state
  • Look for commonalities: Do winners cluster during certain hours, in certain market conditions, or on certain instruments?
  • Identify your highest-conviction setups—the trades where you win most often and make the most per win
  • Document exactly how you entered and exited your best trades to create a replicable process
  • Increase position size and frequency only on setups where you've proven a win pattern

Start by Rating Your Wins​

Pull every winning trade from the past 4-8 weeks. For each one, rate it 1 to 3: How good was your process?

Rating 3 (Excellent): You followed your entry rules perfectly. You got confirmation before entering. You let the winner run according to your plan. You took profit at your target or after your time frame. You were calm and disciplined throughout.

Rating 2 (Acceptable): You followed most of your rules. Maybe you exited slightly early or held slightly too long. Maybe your entry was slightly less confirmed than usual. But you were mostly disciplined.

Rating 1 (Lucky): You broke some of your entry rules. You got lucky and won anyway. Maybe you got impatient and entered early, but the trade went your way. Maybe you exited at the exact right moment by accident, not by plan.

Separate your winners into these three groups. The Rating 3 trades are your edge. The Rating 1 trades are noise that teach you nothing. The Rating 2 trades are your bread and butter.

Decision tree​

Find Your Highest-Win-Rate Setup​

Look at your Rating 3 and Rating 2 winning trades. What setup triggered them? Did they all come from a breakout entry? A support bounce? An trend-continuation move? A pullback into a moving average?

Write down the setup type for each winner. Count them. You might find that 12 of your 15 winners came from "pullback to the 20-period moving average in an uptrend." That's your pattern. That's the setup you should prioritize, trade larger on, and take more frequently.

Many traders trade 5-6 different setups but only 1-2 actually make money. Identify which one. That's your bread and butter. Everything else is distraction.

Check If Your Wins Cluster by Time of Day​

Look at the timestamps of your Rating 2 and 3 winners. Do they concentrate in the first hour of trading? The London open? The US afternoon? After a specific economic news release?

Write down when your winners happen. This is important because it might reveal that your strategy naturally works better during certain market hours. If 60% of your winners occur during the London open (8-9 a.m. GMT), you might want to concentrate your effort there. If your entries work equally well all day, no special insight needed. But if they cluster, that's useful.

Analyze the Market Conditions of Your Wins​

For each Rating 2 and 3 winning trade, write down the market environment: Was the market trending up, down, or ranging? Was volatility high or low? Had there been economic news? Were you trading with or against the daily trend?

Look for patterns. You might discover that your strategy wins 70% of the time in uptrends but only 30% in downtrends. That tells you: trade more frequently and larger in uptrends, trade smaller or not at all in downtrends. You might find that your wins happen almost exclusively when volatility is moderate (not too high, not too low). Filter for those conditions.

Look at Your Exit Discipline in Winners​

How did you exit your winning trades? Did you hit your profit target? Did you exit on a time-based rule (hold for X minutes)? Did you trail your stop loss? Did you tighten your stop as the trade moved into profit?

Count the exits: How many winners did you exit because you hit your target (disciplined)? How many because you got nervous and closed early (no discipline but still won)? How many because you held "too long" but still made money?

Your best exits are the disciplined ones where you hit your target. That's replicable. If most of your winners happened because you held too long and got lucky, your exit discipline is weak and you might not be repeating your wins consistently.

Real-world examples​

Trader A: Lisa analyzed 24 winning trades over two months. She rated them: 8 were Rating 3 (excellent process), 12 were Rating 2 (acceptable), and 4 were Rating 1 (lucky). When she looked at the Rating 3 trades, all 8 came from the same setup: a break above a prior-day high with volume confirmation. She never noticed before that this was her real edge. She decided to trade this setup twice per day minimum (instead of whenever she felt like it) and increase position size on it from 1 lot to 1.5 lots. Her next month's win rate on that setup went from 65% to 72%.

Trader B: Ajay looked at his winners and found that 70% clustered between 8-10 a.m. (market open). His winning rate at open was 62%. His winning rate the rest of the day was 38%. He adjusted: trade full size at market open, trade half size the rest of the day. His overall results didn't change, but his P&L became more predictable and less reliant on luck.

Trader C: Sophia tracked the market conditions of her wins and noticed she won most in choppy, ranging markets. Her setup was built for reversals, not trends. In uptrends, she only won 35% of the time. In ranges, she won 61%. She added a rule: use a trend filter. If the market is in a strong uptrend or downtrend, reduce position size by 50% or don't trade the setup at all.

Common mistakes​

  1. Analyzing all winners equally. A lucky winner (Rating 1) teaches you nothing useful. Separate process from outcome.

  2. Ignoring the setup that wins most. Many traders have one setup that works great but bounce around to 4-5 others that don't. Concentrate on the one.

  3. Increasing position size before you've proven the pattern. Trade your pattern at normal size for at least a month. If your win rate holds, then increase size by 10-20%. Not before.

  4. Looking for patterns in a small sample. Analyze wins from 4-8 weeks, not a single week. Patterns need time to show themselves.

  5. Assuming a pattern works forever. Market conditions change. Re-analyze every month. A pattern that works great in January might fail in June.

FAQ​

What if all my wins are lucky (Rating 1)?​

You don't have a repeatable edge yet. Keep trading, keep journaling, and revisit this analysis in 4 weeks. Or your rules are too strict and you need to define your setup more clearly.

Should I stop trading my other setups once I find the winning pattern?​

Not immediately. Keep your other setups at 50% of normal position size to gather more data. But yes, shift your focus to the pattern that wins most.

What if I have multiple setups that all win equally well?​

You're doing great. Keep them all. Diversification is good. Just make sure each one has a decent sample size (at least 10-15 wins) before you're confident.

Can my winning pattern change month to month?​

Yes. Market conditions shift. A pattern that wins great in January might underperform in June. Re-analyze monthly and adjust your position sizing and frequency based on current performance.

Should I tell other traders about my winning pattern?​

No. This is your edge. Telling dilutes it. Keep it private. If you share with a mentor, fine. But not to trading forums or social media.

What if my winning pattern is just "I got lucky during a bull market"?​

Real question. Pull up your Rating 3 and Rating 2 wins only. Were those wins concentrated during up weeks, or distributed throughout the month? If they're distributed, your edge is real. If they're all during three big up days, you might just be riding the market, not executing an edge.

How many wins should I have before I call something a pattern?​

At least 10-15 wins from that setup, ideally spread over 4-8 weeks. A sample of five wins is not enough to act on.

Summary​

Your winning trades aren't random. They follow a pattern—usually one or two setups that work better than others, or a specific time of day when you're sharper, or a particular market environment where your strategy thrives. When you rate your wins by process quality, separate the lucky ones from the disciplined ones, and analyze what your best wins have in common, you discover your real edge. Then you do the obvious thing: trade that pattern more frequently, larger, and more confidently. The traders who do this systematically outperform those who just take random setups. Your journal isn't just a record of what happened; it's a map to your competitive advantage.

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