📊 Trading Performance Metrics
How to analyze and improve your trading performance
As a trader, you should get into the habit of creating your own trading journal where you record all observations about the markets you trade, how well you adhere to your trading methodology, entry and exit points, risk management, and more. Then try to review all this data every week or at least once a month to evaluate how well you respect your rules and conditions, and work on correcting mistakes and improving your methodology. Now, with advancing trading platform technology, you can add comments to your trades and benefit from generating historical reports for all your trades, including all data from opening and closing dates, levels, profits or losses, and most importantly, track all statistics accurately and easily using performance evaluation metrics. What are these metrics you need to know? And how can you use them to track your performance? That's what we'll share with you in this simplified article. We'll also point to one of our latest services on this topic, which will be an excellent addition for accurate trader performance evaluation.
📌 Key Metrics for Trader Performance Analysis
Trading metrics are simply statistics we use to analyze our trading performance. Just as you can analyze a car in different aspects — how fast it can go, how many people it can carry, or its driving range — these metrics will tell you all kinds of different aspects related to your trading. For example, how your trading strategy performs, how robust it is, and whether it will hold up in different market conditions. We use these metrics to gain a better understanding of your performance and gain confidence if it's beneficial in the long run.
Note: All these metrics should be adopted and analyzed to get a complete understanding of performance from all aspects, because profit ratio alone won't give us an idea about risk ratio, lot size, or even the average time to achieve that profit.
💰 Net Profit
Net profit is the amount of money you've earned after deducting all commissions, trading fees, and other expenses. A negative net profit means you're losing money, while a positive net profit means you're making money.
📉 Max Drawdown
Maximum drawdown is my preferred metric. Why? Because it tells me how much I could lose from my capital when trading my strategy. Remember, losing is part of the game, just like winning. But what's beautiful about maximum drawdown is that it will tell you what you can expect to lose before you start making money again. This is a very important metric that must be respected as a condition for passing prop firm challenges.
Maximum drawdown is the difference between your highest equity peak and the lowest trough reached after that peak.
📊 Profit Factor
Profit factor measures the amount of money made versus the amount of money lost during trading. It measures whether the overall result of trades is profitable. Naturally, you will incur losses while trading in addition to making profits. The way to measure profit factor is to divide total gains by total losses.
The ideal profit factor should be above 1. Anything less than one is considered poor performance. There is a rating system for profit factor to help traders know how their trades are performing.
- 1.0 or less — Poor performance
- 1.10 – 1.40 — Average performance
- 1.41 – 2.0 — Excellent performance
- 2.1 and above — Outstanding performance
Profit factor is a good indicator when a trader needs to change or improve their trading strategy. It's easy to calculate, and you can do it regularly to see your daily performance. You can analyze trades with high profit factors to identify those that generated significant profits and try to replicate them. The same applies to losing trades — analyze them to see if you can avoid trades with a profit factor below 1.
🎯 Win Ratio
Win ratio is a fundamental metric. It represents the percentage of winning trades versus losing trades.
Importantly, it's not essential that your win ratio be higher than your loss ratio to judge that a trader will achieve net profits. The size of losing trades can be more important, and vice versa. This means you could have 3 winning trades and 5 losing trades and still have a positive result — this is where the importance of the Risk/Reward ratio comes in, which should be positive and above 1.5 depending on your trading style.
⚖️ Risk/Reward Ratio
The amount of risk you take versus the profit you achieve. Most traders aim for at least a 1:2 ratio. This means one successful trade will compensate for two losing trades, so your win ratio should only be 33%.
Note: This ratio may change depending on your trading style. For example, a day trader looks for at least a 2:1 ratio, while a swing trader should look for at least a 3:1 ratio, and so on. This ratio may be lower in scalping or if your technical stop loss doesn't achieve the required ratio.
As mentioned before, Risk/Reward alone doesn't tell us anything. We should always look at it alongside the Win Ratio.
📈 Average Winner
This metric shows you the average amount you earn per winning trade. Average winner is calculated by dividing the total profit from all winning trades by the number of winning trades.
The Average Winner and Average Loser metrics are used to calculate expected value and expectation. Additionally, they give us an indication of how much losses impact performance. For example, if your average loss is 3 times your average win, it means one loss will wipe out 3 winning trades.
📉 Average Loser
This metric shows you the average amount you lose per losing trade. Average loser is calculated by dividing the total loss from all losing trades by the number of losing trades.
The Average Winner and Average Loser metrics are used to calculate expected value and expectation. Additionally, they give us an indication of how much profits impact performance. For example, if your average win is 3 times your average loss, it means one winning trade will cover 3 losing trades.
⏱️ Holding Time
Knowing the average holding time is important for several reasons, most importantly comparing the average holding time of winning trades versus losing trades. If the latter is longer than the former, you need to improve your stop loss and close losing trades earlier if your scenario doesn't materialize. And don't rely on hope that price will return in your direction! (Most beginners hold losing trades until their accounts get margin called). Additionally, you can adjust your trading style based on profits and performance. For example, if you notice that gold or currency pair trades are more profitable when held longer, it's better to switch to a swing style, and vice versa for stock indices that experience significant intraday reversals — holding time is shorter. There's an example in the analytical report of our client Soufian's trades.
📊 Expected Value
Expected value shows you the average amount you could earn (or lose) per trade. It's a very important metric because it takes into account average winner, average loser, and win ratio.
Expected value is another metric that will show you whether your strategy is profitable or not. But beyond that, you can use expected value as a first profit target since most of your trades should be at least able to reach it, based on statistics.
📈 Expectation
Expectation can be used to determine how robust a trading strategy is. We know expected value is the average amount we can expect per trade. Expectation takes this value and divides it by average loss:
- 0 – 0.4 — Indicates likely negative returns
- 0.5 — Decent results
- 0.6 and above — Good strategy with positive returns
The Expectation metric generally determines whether the expected value has high or low risk. Market changes cannot be predicted 100%. So a strategy may have a positive expected value but can't deliver positive results in a worst-case scenario. Measuring expectation against probability of loss tells a trader how safe their strategy is. A trader should find trades with positive returns even when there's minor economic disruption.
🏆 Biggest Winning Trade
These are successful trades that generated the highest returns and contribute a large portion to net profits. Sometimes a trader can have individual trades with very large returns that affect the overall net profit. But we should realize that they don't happen often and most trades won't have large profits — that's why we use average winner in most calculations.
However, biggest winning trades can affect our statistics significantly and could result from sheer luck. Let's say our average winner is $100 and the biggest winning trade is $4,000 — that's 40 times the average winner! Since this large winner had such a significant impact, we might want to know our results without it. Is our strategy still profitable without it? Or does our entire strategy depend on these big winners to make money? Most trading journals allow you to filter out the biggest winning (or losing) trades to see how they impact our trading performance. Removing big winners will show the actual average gains in your trading. This helps you know whether your trades have low return on investment and how you can improve it.
💀 Biggest Losing Trade
Like biggest winning trades, the biggest losing trade can misrepresent account performance. One large loss can make it seem like a trader has a high average loss. It's also essential to look at your statistics when you remove the biggest losing trade.
If your biggest losing trade is much higher than your average losing trade, you may want to look at the risk exposure (drawdown) you're taking. Cutting losing trades short and letting winners run is a common phrase in trading, and it works. So while we can't prevent losses, you can try to limit your biggest losing trades and set stops based on your average losing trade. But always ensure you enter with consistent lot sizes — doubling position sizes with high leverage will typically multiply your losses.
📈 Consecutive Wins
Knowing your longest streak of winning trades is good and encourages you to compete and respect your strategy's rules and conditions — but only if you don't become overconfident or think you now know all market movements and start entering with larger lot sizes with blind confidence. Always keep in mind that you could lose at any moment. If you have several winning trades in a day, I think it's better to be satisfied with those profits until another day. Overconfidence combined with greed are psychological factors that affect traders' profits. How many traders have made profits in the European session only to lose them in the US session or before market close.
📉 Consecutive Losses
As a general rule, a streak of losing trades calls for stopping trading and taking a break. It might be normal when market conditions change, or there's volatility in all directions, or important economic news. If the losing streak continues for the next day or week, then you should go back to your demo account and try to adapt and improve your strategies for the new conditions.
🔍 How to Analyze Your Performance Using These Metrics
📊 How to Get a Trade Report on Trading Platforms
You can get analytical results using historical trades executed on your trading platform. If you trade Forex and CFDs, there's a simplified analytical report on the MetaTrader platform by following this path: View → Terminal → Account History. You can download a detailed report to get analytical information for the metrics we mentioned, except for holding time and expectation.
If you trade futures using the NinjaTrader platform, there's a better automated analytical report for all trades following this path: New → Trade Performance.
If you trade on TradingView, whether on demo or live, you'll find all your trade information in History and can now download it to Excel.
📊 Trade Analysis Using Excel
Using a set of formulas, you can create a good analytical report in Excel. You can calculate all the metrics mentioned above and extract important results that enable you to improve your performance and strategy. You can also create illustrative charts that give you a 3D view of your performance and the strengths and weaknesses of your strategy.
📊 Detailed Analytical Report with Illustrations and Important Filtering Tools
Yes, you can get all these features which will greatly help you improve performance, detect errors, and filter markets and times that bring you profits or losses, for example. However, you might need an account with a specialized site for analyzing trader data, as mentioned in several videos about analyzing our followers' performance (Trademetria, Improve-your.trade, Metricalist.com, Fixytrade, Tradersync).
These sites might allow you to connect your account directly to analytical tools and create a trading journal easily 😀 but I don't recommend this. It's better to upload data to them via Excel. The other issue with these sites is that they give you a limited free version with restricted features and trade limits, and offer advanced versions with monthly subscriptions ranging from $15 to $40 😨
After encountering these issues, I decided to create my own tool. I included all the metrics I would need or that would benefit me in analyzing my performance and the performance of those interested. I used Excel to organize data and add all important formulas, perform calculations, then upload them to a distinctive analytical report created using Power BI that simplifies all data with important visuals and filters. This is the first analytical report for one of our followers, with a comprehensive explanation of this report's features and how to analyze performance in detail.
📌 Key Takeaway: Performance metrics are essential tools for evaluating and improving your trading. Track metrics like Profit Factor, Win Ratio, Risk/Reward, Drawdown, and Expected Value regularly. Use a trading journal to record and analyze your trades, and leverage tools like Excel or specialized analytics platforms to gain deeper insights into your trading performance.
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