Trading costs, fees and tax drag

Cost drag is the single most underestimated variable in retail trading. It is small per trade, relentless in aggregate, and it is charged whether the trade wins or loses.

Where the money goes

Why it compounds

A trader making ten round trips a day pays that stack twenty times daily. Even a tiny per-trade cost becomes a large annual hurdle: the required gross win rate rises with frequency, while the achievable edge does not. This is exactly why the Taiwan data shows traders who look profitable gross and still finish behind a passive index net of costs.

The comparison that matters

A diversified index fund charges a fraction of a percent per year, once. That is the benchmark every active strategy must clear before it has produced anything. See is day trading worth it? for the full comparison.

What the long-run studies actually found

Five independent datasets, four countries and three decades point the same way: the share of retail day traders who make money after costs is small, and the share who make a living from it is smaller still. These are audited account records, not surveys or self-reported returns.

Bar chart showing the number of surviving profitable day traders shrinking year after year
Attrition, not skill: each additional year of trading removes more participants than it promotes.
Peer-reviewed and regulator data on retail day-trading outcomes
Study or sourceSampleHeadline finding
Barber, Lee, Liu & OdeanTaiwan, 1992-2006Under 1% of day traders earned reliably positive net profits; the top 500 covered their costs, everyone else funded them.
Chague, De-Losso & GiovannettiBrazil, 2013-2015 (1,600 traders)3% were profitable and only 0.4% earned more than a bank teller. None who persisted improved with experience.
Barber & Odean, Trading Is Hazardous to Your WealthUSA, 66,465 householdsThe most active fifth of accounts underperformed the market by about 6.5 percentage points a year.
ESMA and national regulatorsEU/UK retail CFD accounts74-89% of retail CFD accounts lose money — a figure brokers are legally required to publish.
Jordan & DiltzUSA, 324 day tradersAbout 20% finished profitable over the period; losses were concentrated among the least experienced.

Where the money actually goes

Before a trader beats the market, they must beat their own cost base. Every round trip pays a spread, usually a commission, and some slippage. At a realistic $8 per round trip, cost drag alone can exceed the entire account within a year.

Illustration of coins pouring into a funnel with most siphoned away before reaching the bottom
Spread, commission, financing and slippage are collected whether the trade wins or loses.
Annual cost drag by trading frequency, at $8 per round trip on a $25,000 account
Trader profileRound trips per yearAnnual costShare of a $25,000 account
Casual — 5 trades a week260$2,0808%
Active — 5 trades a day1,250$10,00040%
Very active — 20 trades a day5,000$40,000160%
Scalper — 50 trades a day12,500$100,000400%

Key terms, defined

Day trading
Opening and closing a position in the same instrument within one trading session, aiming to profit from short-term price movement.
Spread
The gap between the buy and sell price. It is an immediate, guaranteed loss at the moment a position opens.
Leverage
Borrowed exposure that multiplies both gains and losses. It shortens the time to ruin far more than it raises expected return.
Slippage
The difference between the expected fill price and the actual one, largest exactly when volatility makes trading look most attractive.
Drawdown
The fall from an account's peak to its trough. A 50% drawdown requires a 100% gain to recover.
Expected value
The average outcome of a strategy repeated many times. For retail day trading, it is negative after costs.

Frequently asked questions

Do zero-commission brokers remove the cost problem?

No. Zero-commission brokers still earn from the spread and, in some markets, from payment for order flow. The cost moves; it does not disappear.

How much does slippage matter?

More than most traders assume, because it is worst during fast markets — precisely when short-term strategies trade most.

Are taxes really that significant?

Yes. Short-term gains are taxed at the highest marginal rate in most jurisdictions, while long-term holders defer tax for years and often pay a lower rate.

Can day trading be learned with enough practice?

The Brazilian futures study followed traders day by day and found no improvement with experience: persistence increased losses rather than skill. Unlike chess or surgery, markets give noisy, delayed feedback, so practice does not reliably build expertise.

Do courses, signals or prop-firm challenges improve the odds?

There is no published evidence that paid education changes outcomes. Course fees, subscription costs and challenge fees are additional guaranteed costs added on top of an already negative expected value.

What is a realistic annual return for a retail day trader?

For the large majority it is negative after costs and taxes. A diversified index fund returned roughly 7-10% a year on average over long periods, with no screen time and far lower cost.

Read the whole argument

The arithmetic of cost drag is worked through in full in Day Trading Kills.

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