
All four are fixable. Most people fix none of them, because all four hide in places nobody looks. I know where they hide because I have been caught by every single one, and each one cost me real money before I built my way out of it.
None of them are about discipline, psychology, or finding a better entry. That is the first thing to get past: the reasons traders fail are mostly boring, mechanical, and invisible from inside the trade.
Here is a question that ends most trading conversations. Over the last twelve months, what did you actually make, after every eval fee, every reset, every data subscription, every platform licence, every course?
One number. Most traders cannot answer it within a thousand dollars. Plenty have never calculated it at all.
The reason is that trading gives you two sets of books and only shows you one. The account P&L is on your screen, updating every tick, feeling like the score. The personal P&L is the boring one: money that left your bank versus money that came back. The first is loud and mostly fiction. The second is silent and entirely real.
The occasional payout keeps the illusion funded. Pull two grand once a quarter and your brain files you under profitable, permanently. It does not go looking for the costs that quarter quietly ran, because nobody's brain volunteers for that audit.
A trader who nets four thousand from the markets and spends five thousand being a trader lost a thousand this year, and will tell you at parties that they are profitable. They are not lying. They genuinely do not know. If you have never run the subtraction, you might be them.
And here is the delta: the traders who see this number start making different decisions within a week. Which firm, which subscriptions, which strategy survives. You cannot manage a number you have never looked at, and this one moves everything downstream of it.
Every serious trader eventually backtests something. Almost nobody audits the backtest.
I have found, in my own testing over the last two years, a platform gifting my limit orders fills at the most favourable extreme of every bar. Exits evaluating on bar close while my live orders triggered intrabar. A strategy whose entire profit lived in its two best trades. A geometric bug that turned deep retraces into a fake win rate I very nearly published.
The worrying part is that every single one of those bugs made the results look better. Not one made them look worse. That is not my bad luck, it is the general law. Execution bugs almost always masquerade as edge, which is why the internet's backtests skew optimistic, all of them, including the one you are trusting right now.
The ten-minute audit almost nobody runs: check how your engine models limit fills. Check whether exits are intrabar. Remove your two best trades and see if the strategy survives. If you have never done any of that, your numbers are lying upward, and you are sizing real money to a fiction.
The delta here is brutal and simple. The audited version of your strategy is smaller, uglier, and real. You can size to it, trust it through a losing streak, and keep it. The unaudited version feels better right up until it meets the market.
This one took me the longest to see, and it changed how I trade more than anything else.
I tested the most famous Initial Balance strategy on trading Twitter, mechanically, over two years of data. Unfiltered, it loses. The inverse also barely breathes. But split the same trade by weekday and the picture flips: the identical setup wins on some days and loses on others, consistently, over hundreds of sessions. Same rules. Same entry. Different day, opposite result.
Then I tested the most hyped setup in futures, the Silver Bullet, and found the same shape again: a losing trade in its famous morning window, a promising one four hours later, identical rules.
The profitable direction is not a property of the strategy. It is a property of the regime, and it rotates.
Meanwhile the entire retail world optimises entries, because entries are visible on a chart and calendars are not. If you do not know when your edge works, you do not have an edge. You have a coin with a schedule you have not read.
The delta: in my testing, the same unfiltered setup that broke even became consistently positive once it only traded the conditions where it had historically worked. Nothing about the entry changed. The calendar was the edge the whole time.
If you trade prop accounts, this one sentence changes everything. The drawdown was never your money. The fee was.
Blow the eval and you lose the 99 dollars you paid for it. That was always the entire risk. The drawdown on screen is the firm's fictional money, in both directions, which means everything about how most people trade evals is backwards. They grind their careful strategy for weeks, protecting a number that is not theirs, exposed the whole time to consistency rules and their own decaying discipline, to pass a test whose real cost was capped on day one.
Once you see the risk correctly, the maths says something uncomfortable. Speed beats perfection, mechanical beats clever, and your genuine edge, your scarcest asset, should be saved for the funded account where the dollars are real.
I pass evals in three days, not because the trading needs three days, but because the consistency rules force it. The trading itself is mechanical.
Most traders fail evals slowly and expensively while protecting a fictional number. The firms price their evals assuming you will do exactly that.
The delta is measured in weeks and fees. Same trader, same edge, and the fee-first version resolves evals in days, pays fewer resets, and saves the real strategy for real dollars. The drawdown-first version pays the firm twice, once in fees, once in time.
If you read all four and recognised yourself in more than one, that is not an insult, it is the diagnosis. And all four share the same nasty property. They get worse every month you do not look. The costs keep accruing, the backtest keeps flattering, the regime keeps rotating, the fees keep leaving.
Look at the four again. Not one is about the thing traders spend all their time on. They are about accounting nobody does, auditing nobody runs, timing nobody measures, and risk nobody prices. The failure points are all in the infrastructure around the trading, which is why working harder on entries fixes none of them.
I fixed all four for myself the slow way, and then, because I am a builder before I am anything else, I turned the fixes into Tradestar.
The prop tracker runs the subtraction from reason one automatically, every fee, every payout, one number at the top called net extraction, which is whether you are actually profitable. Market Edge is reason three productised: pick a setup and see when it has historically worked and when it quietly stops, by day, window, and condition, across years of sessions, because when beats what and now you can check.
The playbook section publishes complete rules for free, with the honest numbers, audited the way reason two demands, and the indicators that trade them are built on the same engine, including two that check the stats every morning and will tell you, out loud, to sit out. And the prop playbook is reason four turned into a procedure.
The free tier exists so you can check all of this before paying anything. Start there, and run your real number first. It takes two minutes, and it will either confirm you are the trader you think you are, or show you that you have been the customer all along.
Both are worth knowing. Only one of them compounds.
Every base rate in this piece lives in the Hit Rates library, free to read. Or connect your broker and see which of them your own trading actually survives.