Perspective8 min read
Why Are Only 1% of Day Traders Profitable?
Only about 1% of day traders earn consistent profits. The Brazil and Taiwan studies behind that number, the cost math that explains it, and what works instead.
Read articleQuant Research
Articles from the Quant GT team on quantitative trading: what works, what doesn't, and how systematic models compare with discretionary trading.
- Perspective8 min read
A Good Model Pays the Patient: Why Consistency Is the Whole Game
Why a real statistical edge rewards consistency: the binomial math of losing streaks, the law of large numbers, and the one case where quitting is right.
Read article - Inside Quant8 min read
High-Frequency vs. Low-Frequency Trading: What's the Difference?
High-frequency trading explained vs low-frequency investing: how HFT firms profit from speed, why retail can't compete, and where slower signals still win.
Read article - Inside Quant8 min read
How Does a Quant Firm Actually Operate?
Inside how a quant firm operates: the key roles, how an idea becomes a live strategy, pod shops vs centralized firms, and why capacity caps everything.
Read article - Careers6 min read
How Much Do Quant Developers Make? Salary by Firm Type and Level
Quant developer salary breakdown by firm type and level: $300k-$450k for new grads at top prop shops, $500k-$1M+ for seniors, and why banks pay less.
Read article - Fundamentals7 min read
Quant Trading vs. Technical Analysis: Why Systematic Wins
Quant vs technical analysis: both read price data, but only quant rules can be backtested and falsified. Why systematic trading beats chart reading.
Read article - Fundamentals8 min read
The Limitations of Technical Analysis (and What Survives Testing)
Technical analysis limitations, audited: subjectivity, data mining, regime shifts, missing risk control, and the few effects that survive academic testing.
Read article - Factors8 min read
The Most Influential Quant Factors, Ranked by Evidence
Momentum, value, quality, size, and low volatility: the five quant factors ranked by evidence, how each is measured, and what decays after publication.
Read article - Fundamentals8 min read
What Is Quant Finance? A Plain-English Guide
Quant finance explained in plain English: what quants do, how strategies are built and tested, why momentum factors work, and how retail investors use it.
Read article - Risk8 min read
What Is Risk Control in Trading? The Discipline That Keeps You Alive
Risk control is the set of rules that caps trading losses: position sizing, diversification, and drawdown limits. The math of survival, in plain English.
Read article - Perspective8 min read
Why I Stopped Day Trading
I day traded for four years and lost to costs, taxes, and my own impulses. Here's why day trading fails most people, and the slower system I use now.
Read article - Inside Quant GT7 min read
Why Quant GT's Returns Have Been So High: An Honest Breakdown
Why Quant GT returns averaged ~58% a year over 8 years: a 5-stock concentrated portfolio, momentum ranking, monthly rebalancing, and the risks attached.
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