Day trading statistics
Every figure below comes from peer-reviewed research on real brokerage records or from loss rates that regulators require brokers to publish. No survey data, no guru claims, no self-reported returns.
Headline numbers
- 97% of Brazilian futures day traders who persisted beyond 300 days lost money; only 1.1% earned more than the minimum wage (Chague & Giovannetti, 2020).
- Under 1% of Taiwanese day traders beat fees consistently; even the top performers by gross return largely underperformed a passive index net of costs (Barber, Lee, Liu & Odean).
- 70-85% of retail CFD accounts lose money, per mandatory ESMA and FCA broker disclosures.
- Active US traders underperformed passive holders by roughly 6.5 percentage points a year (Barber & Odean, 2000).
- Men trade about 45% more than women and earn lower net returns as a result (Barber & Odean, 2001).
How to read these numbers
The studies measure net outcomes: gross trading results minus spreads, commissions and financing. That distinction matters, because a majority of traders can look profitable gross and still lose after costs — which is exactly what the Taiwan data shows. The failure rates are also stable across very different markets and eras, which is what you would expect from a structural cost problem rather than a temporary market condition.
The sources
- Chague, F. & Giovannetti, B. (2020). Day Trading for a Living? SSRN.
- Barber, B., Lee, Y., Liu, Y. & Odean, T. (2011, updated 2020). The Cross-Section of Speculator Skill: Evidence from Day Trading. Journal of Financial Markets.
- Barber, B. & Odean, T. (2000). Trading Is Hazardous to Your Wealth. Journal of Finance.
- Barber, B. & Odean, T. (2001). Boys Will Be Boys. Quarterly Journal of Economics.
- ESMA product-intervention decisions on CFDs (2018-present); FCA retail loss-rate disclosures.
What the numbers imply
If roughly one in a hundred persistent day traders earns a modest living, the rational default for almost everyone is long-term, low-cost, diversified investing — which has historically returned about 7-10% real per year with no daily screen time. 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.
| Study or source | Sample | Headline finding |
|---|---|---|
| Barber, Lee, Liu & Odean | Taiwan, 1992-2006 | Under 1% of day traders earned reliably positive net profits; the top 500 covered their costs, everyone else funded them. |
| Chague, De-Losso & Giovannetti | Brazil, 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 Wealth | USA, 66,465 households | The most active fifth of accounts underperformed the market by about 6.5 percentage points a year. |
| ESMA and national regulators | EU/UK retail CFD accounts | 74-89% of retail CFD accounts lose money — a figure brokers are legally required to publish. |
| Jordan & Diltz | USA, 324 day traders | About 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.
| Trader profile | Round trips per year | Annual cost | Share of a $25,000 account |
|---|---|---|---|
| Casual — 5 trades a week | 260 | $2,080 | 8% |
| Active — 5 trades a day | 1,250 | $10,000 | 40% |
| Very active — 20 trades a day | 5,000 | $40,000 | 160% |
| Scalper — 50 trades a day | 12,500 | $100,000 | 400% |
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
What is the day trading success rate?
Between 1% and 3% of retail day traders are profitable net of costs over multi-year periods, according to studies of real brokerage records in Brazil, Taiwan and the United States.
How many day traders lose money?
Roughly 97-99% over multi-year horizons in academic studies; 70-85% of accounts per quarter in regulator-mandated EU and UK broker disclosures.
Are these day trading statistics current?
Yes. The academic studies span 1992-2020 and the regulatory loss-rate disclosures are published continuously. The failure rate has not materially improved as trading became cheaper and faster.
Do prop-firm traders do better?
There is no independent data showing they do. Most challenge-model firms earn primarily from evaluation fees rather than from a share of trader profits, and pass rates are low by design.
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
Every statistic here is unpacked, sourced and contextualised in Day Trading Kills.