Day Trading Failure Rates by Country: US vs Taiwan vs Brazil vs India
Day traders lose money everywhere. But how much they lose — and what their regulators do about it — varies dramatically. Here is what the peer-reviewed evidence says, country by country.
By Aaron Browne-Moore · Published April 2026 · 12 min read
At a Glance: Failure Rates Across 4 Countries
| Country | Failure Rate | Sample Size | Key Study |
|---|---|---|---|
| United States | 70–80% | 68–66,465 | NASAA 1999, Jordan & Diltz 2003 |
| Taiwan | 80–95% | 360,000–3,900,000 | Barber, Lee, Liu & Odean 2004–2020 |
| Brazil | 97% | 19,646 | Chague, De-Losso & Giovannetti 2020 |
| India | 93% | 11,300,000 | SEBI 2024 |
For the full meta-analysis across all 30 studies, see our comprehensive day trading failure rate study →
United States: 70–80% of Day Traders Lose Money
The US has the longest history of day trading research, dating back to the dot-com era. The earliest large-scale investigation came from the North American Securities Administrators Association (NASAA), which in 1999 examined the records of day trading firms and concluded that approximately 70% of day traders lost money. That study looked at only 68 accounts across multiple firms, but its findings proved remarkably consistent with subsequent research.
Jordan and Diltz (2003) expanded the evidence base by studying 334 day trading accounts at a US brokerage. They found that roughly 80% of day traders were unprofitable net of commissions. Even before accounting for trading costs, a majority of accounts showed negative performance.
The most influential US research comes from Barber and Odean, who analyzed 66,465 household brokerage accounts from 1991–1997. While their 2000 paper focused on active traders broadly (not just day traders), they demonstrated that the most active quintile of traders underperformed the market by 6.5 percentage points annually, net of costs. Frequent trading was the primary mechanism of wealth destruction.
US Regulatory Response
In response to the late-1990s day trading boom, US regulators introduced the Pattern Day Trader (PDT) rule in 2001. Under FINRA Rule 4210, anyone who executes four or more day trades within five business days in a margin account must maintain a minimum equity of $25,000. The SEC conducted its own examination of day trading broker-dealers in 2000, and the US Senate published a report titled “Day Trading: The Perils for Investors” that same year, estimating 75% of day traders lose their entire stake.
The $25,000 PDT rule remains unique to the US and is widely debated. Critics argue it simply pushes undercapitalized traders toward offshore brokers or options markets, where the rule does not apply. Proponents argue it reduces impulsive trading among those least able to afford losses. More recently, Beckmeyer et al. (2023) found that 65% of retail traders in zero-days-to-expiration (0DTE) options lose money — suggesting that even when traders circumvent day trading restrictions via options, the outcomes remain poor.
Taiwan: The Most-Studied Day Trading Market in the World
Taiwan's stock exchange provides the gold standard for day trading research. Because every single trade on the Taiwan Stock Exchange (TWSE) is recorded with investor identification, researchers have access to the entire population of traders — not just a sample. This eliminates selection bias entirely.
The Barber, Lee, Liu, and Odean research group published four major papers using TWSE data between 2004 and 2020, collectively analyzing up to 3.9 million individual accounts. Their findings paint a consistent picture:
- 2004: 80% of day traders lose money net of transaction costs. The average day trader loses approximately 3.8% per six-month period after commissions and taxes.
- 2009: Individual investors as a group lose 3.8 billion TWD per year to institutional traders — roughly 2.2% of Taiwan's GDP transferred from retail to institutional hands through trading.
- 2014: Of 360,000 day traders tracked over 15 years, less than 1% demonstrated persistent, reliable profitability after fees. The top 500 traders (0.14%) earned an average of 37.9 basis points per day.
- 2020: 56% of new day traders quit within the first year. Among those who persist, there is minimal evidence of a learning effect — the failure rate does not improve significantly with experience.
Why Taiwan's Data Matters Most
Most US studies rely on a single brokerage's records, which introduces selection bias — the brokerage's customers may not represent all traders. Taiwan's complete population data eliminates this problem. When researchers can observe every single trader in an entire economy over 15 years, the conclusions are as close to definitive as empirical finance gets.
Taiwan's regulatory approach has been comparatively permissive. The TWSE allows day trading with relatively low capital requirements and minimal restrictions. This permissiveness, combined with complete data transparency for researchers, makes Taiwan the closest thing to a controlled experiment on what happens when you let an entire population day trade freely.
Brazil: 97% Failure Rate — The Most-Cited Statistic
The “97% of day traders lose money” statistic that dominates internet discussions comes from Brazil. Chague, De-Losso, and Giovannetti (2020) tracked 19,646 new day traders who began trading Brazilian equity index futures (mini-Ibovespa contracts) between 2013 and 2015. Their findings were stark:
- 70% of new day traders quit within the first year.
- Of the 1,551 traders (7.9%) who persisted past 300 trading days, 97% lost money net of all costs.
- Only 1.1% of persistent traders earned more than Brazilian minimum wage (approximately $16/day at the time).
- The maximum daily profit among the top earners averaged only $310/day — far below what day trading courses promise.
Why Brazil's Number Is So High
The 97% figure is real but requires important context. The Chague study specifically examined persistent traders in futures markets. Futures are leveraged instruments with higher transaction costs than equities. The requirement of 300+ trading days filters for the most committed traders — and still finds nearly all of them losing money.
A follow-up study by Chague and Giovannetti (2020) examined Brazilian equity day traders (not futures) and found broadly similar results, with the vast majority of traders losing money and earning less than minimum wage. A 2025 paper examined the COVID-era boom and found that the massive influx of new traders during 2020–2021 did not improve outcomes — it simply created more losers.
Brazil's Regulatory Context
Brazil's securities regulator (CVM) has taken a relatively hands-off approach compared to US regulators. There is no equivalent of the $25,000 PDT rule. Retail access to futures markets is straightforward, and micro-contracts (mini-Ibovespa) allow trading with minimal capital. The researchers argue this accessibility, combined with aggressive marketing by day trading courses, contributes to the high participation and failure rates.
Notably, the study found no evidence of a learning curve. Traders who persisted for 300+ days performed no better on average than beginners. The popular narrative that day trading is a skill you can learn through persistence was not supported by the data.
India: 93% of 11.3 Million F&O Traders Lost Money
India's Securities and Exchange Board (SEBI) published what is, by sample size, the largest study of individual trader performance ever conducted. Their 2024 report examined 11.3 million unique individual traders in India's equity futures and options (F&O) segment over fiscal years 2022–2024. The headline finding: 92.8% of individual F&O traders lost money.
The scale of losses is staggering. Aggregate losses across all individual F&O traders totaled approximately Rs 1.81 lakh crore — roughly $21.5 billion over three fiscal years. The number of F&O traders grew from 4.5 million in FY22 to 9.6 million in FY24, but more participation did not improve outcomes. It simply amplified total losses.
Important Caveats About the SEBI Study
The SEBI study covers all F&O derivatives trading, not specifically intraday day trading. It includes swing traders, hedgers, and position traders using futures and options. The failure rate for purely intraday day traders within this population may be different (though given the broader academic evidence, it is unlikely to be lower).
A separate academic study by Dalvi et al. (2023) examined individual investors specifically making intraday trades on the Bombay Stock Exchange (BSE). Their findings confirmed the pattern: transaction costs consumed what little gross profits intraday traders generated, rendering the activity unprofitable for the vast majority.
India's Regulatory Response
SEBI has been among the most proactive regulators globally. Following the 2024 study, SEBI increased margin requirements for F&O trading and proposed measures to reduce speculative retail participation, including minimum lot sizes and suitability assessments. The regulator explicitly cited the 93% loss rate as justification for intervention.
India's experience is particularly instructive because it represents the most recent large-scale data available. Despite decades of academic evidence showing retail traders lose money, and despite the availability of lower-cost trading platforms and better information access, the fundamental outcome has not changed. More technology and cheaper commissions have not solved the core problem.
Why Do Failure Rates Range from 70% to 97%?
The variation between countries is not random. It is driven by three measurable factors:
- Market type. Futures and derivatives studies (Brazil, India) show higher failure rates than equity studies (US, Taiwan). Leverage amplifies losses.
- Definition of “day trader.” Studies that only count persistent traders (300+ days in Brazil) tend to show higher failure rates because casual traders who quit early are excluded. This counterintuitively means the people who try hardest fail the most.
- Measurement metric. “Lost money” means different things. Some studies measure net losses after costs, others measure underperformance vs. a benchmark, others measure attrition (quitting). The metric matters as much as the number.
Despite these differences, the directional finding is universal. No country, time period, or market type has produced evidence that a majority of day traders are profitable. The floor is 70%. The ceiling is 97%. And the pattern holds across 8 countries spanning 25 years of research.
Europe: Regulatory Reports Tell the Same Story
While the deep academic research is concentrated in the US, Taiwan, Brazil, and India, European regulators have published their own data. France's AMF (2014) found 89% of CFD and forex traders lost money, with an average loss of EUR 10,887 per trader. The UK's FCA (2016) reported 82% of CFD accounts were unprofitable. Spain's CNMV (2016) found 82% of CFD traders lost money.
The European Securities and Markets Authority (ESMA) compiled data across all EU member states in 2018 and found that 74–89% of retail clients lost money on CFDs, depending on the provider. ESMA subsequently imposed mandatory disclosure requirements: all CFD brokers must now display their client loss percentages in marketing materials.
Finland provides a unique addition to the academic record. Linnainmaa (2005) studied 26,000 day traders on the Helsinki Stock Exchange and found they earned no excess returns compared to non-day-trading investors. Separately, Grinblatt and Keloharju (2009) used Finnish military and driving records to demonstrate that sensation-seeking personality traits predict higher trading activity — linking the psychology of risky behavior to the act of trading itself.
The Full Picture: 30 Studies, 8 Countries, One Conclusion
This page covers the four most-studied countries, but the evidence extends far beyond them. Our comprehensive meta-analysis aggregates 30 peer-reviewed studies, regulatory reports, and original research across 8 countries and 25 years. The pattern is the same everywhere: the vast majority of day traders lose money, regardless of nationality, market type, or era.
See our full meta-analysis of 30 studies →Disclosures
- This is research content, not investment advice. Past performance does not guarantee future results.
- All failure rates cited are from the original studies. Sample sizes, definitions, and time periods vary. See each cited paper for full methodology.
- Banana Farmer is a stock and crypto signal ranking platform. Aaron Browne-Moore is the founder.
Last updated: April 2026 | Data sources: SSRN, NBER, SEC, ESMA, SEBI, AMF, FCA, CNMV, CVM