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Analysis·Nov 19, 2025

Discover patterns with statistics

Learn how analyzing smart statistics helps you uncover valuable trading patterns. Discover which metrics matter and how to use these insights to improve your trading.

Trading on instinct does not work. Your brain has a negativity bias. It is an old survival mechanism designed to protect us from danger. In trading, however, it works against you: you remember losing trades much more clearly than winning ones. This creates a distorted view of your performance. You may feel like you lose almost everything, while your monthly results are actually positive.

That negative feeling triggers emotions such as fear, stress, and frustration. These emotions are harmful to your trading performance and can quickly push results in the wrong direction. This creates a negative spiral that can only be broken one way: trade based on real data and keep emotions out of the decision-making process.

Your instincts can also mislead you in the opposite direction. A few wins in a row can create euphoria and overconfidence. You may start to believe trading is easy, become increasingly reckless, and eventually blow up your account in a single bad sequence.

By recording and analyzing all your trades, you gain clarity and an objective view of your real numbers. You will often see that your instincts were off. You may also discover patterns you would never have noticed otherwise. Maybe you perform far better on Tuesdays than on Mondays, or your breakout strategy almost never works on a specific asset. These insights not only help you put emotions in perspective, but also improve your trading and maximize your results.

The metrics that matter

Win rate alone means nothing. A trader with a 70% win rate but small wins and large losses can still be unprofitable. Always evaluate win rate together with average win and average loss.

Risk-reward ratio If you win 2 euros for every 1 euro you risk (2:1), you can still be profitable with a 40% win rate. In many cases, the higher your risk-reward, the lower your win rate. Finding the right balance can significantly improve your performance.

Expectancy combines the achieved risk-reward outcome of all your trades. If your expectancy is positive, you are profitable over the long term. Many beginner traders are unfamiliar with this metric, but it is far more valuable than looking at win rate or risk-reward in isolation.

Where can you still improve?

Targeted analysis of your statistics shows where you consistently perform better and where you do not. The following angles provide quick insights:

  • By strategy: Compare your setups (for example, breakout vs. reversal) and see which performs best.
  • By ticker: Some assets fit your approach better than others. Measuring this helps you focus on the assets where you make the most profit.
  • By time of day: Market dynamics change throughout the day. Reviewing performance per time block shows when your approach works best.
  • By weekday: Activity and volatility vary during the week. Daily analysis reveals whether you consistently perform better on specific days.

In Tradorade, you can also combine these categories. For example: on which ticker does your breakout strategy perform best, or worst?

Practical example

Suppose you analyze your statistics and discover:

  • Breakout strategy: 40% win rate, 1:2.3 risk-reward -> profitable
  • Reversal strategy: 50% win rate, 1:0.8 risk-reward -> unprofitable
  • Mondays: 30% win rate, Tuesdays: 65% win rate
  • Before 15:45 you lose many trades, while between 16:00-16:30 you make the highest average profit

With these insights, you could optimize your trading like this:

  1. Focus on breakout setups and improve your reversal strategy first through paper trading.
  2. Do not trade on Mondays when you feel any doubt; only take strong A+ setups.
  3. Wait to trade until after 15:45 and stay extra alert between 16:00 and 16:30.

Without the detailed statistics Tradorade generates for you, you might never have discovered these patterns. Data helps you optimize your trading by focusing on what works.

Start today

Tradorade is an upcoming application built to help daytraders and swingtraders, like you, collect and analyze all key statistics needed to build serious long-term trading results. Join the waitlist and receive an exclusive discount when you become a member.

Author avatar

Chantal Sloep

Founder and owner of Tradorade. Having a love-hate relationship with daytrading for over 3 years and now building a tool that helps making money with trading accessible for everyone.

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