More than nine in ten of India’s retail derivatives traders lose money. That number has barely moved for years — even as the crowd doubled. This is the problem GreyBoxQuant was built to change.
Markets move in cycles, and so do the crashes that punctuate them. Tulips in 1637. Panics in 1907 and 1929. Black Monday in 1987. Dot-com in 2000. The global crisis in 2008. Different decade, same shape — euphoria, leverage, reckoning, and a fresh crowd convinced this time is different.
“It’s all just the same thing over and over… there have always been and there always will be the same percentage of winners and losers.”
— John Tuld, Margin Call (2011)That line is fiction, but the mechanism is real. A market is a transfer of money between participants. The percentage of winners and losers is remarkably stable — what changes, cycle after cycle, is which people occupy the losing side. The market never runs short of them, because a new crowd arrives every cycle, carrying the same mindset that lost for the last one.
Source: SEBI study on individual traders in the equity derivatives segment, published September 2024 (FY22–FY24). Figures include transaction costs. Read the SEBI release →
The losing 90% are not foolish. They are mostly intelligent people trading on prediction and emotion — chasing setups, reacting to news, sizing by gut, with no tested process underneath. That approach has a stable, provable outcome, which is exactly why the percentage never moves. And more than three in four keep going after losing, hoping the next trade breaks the pattern.
A systematic approach changes the maths. Not by predicting the market — no one does that reliably — but by replacing hunches with structure: reading the market objectively, testing whether an idea actually works, and knowing how often it wins and how bad the losses can get before you risk a rupee. That is the difference between the crowd and the minority.
To move retail traders out of the losing 90% — by teaching the structured, systematic thinking that institutions use, so process replaces prediction and discipline replaces emotion.
Institutions know that markets are navigated. They build navigation from structure, from statistics, from code. They build it patiently, knowing that edge is not loud and that process is what compounds.
Retail traders have been sold the opposite story. That conviction is edge. That the next call is the one that matters. That a faster signal beats a clearer system.
GreyBoxQuant exists to teach the other story.
We teach how institutions actually think — and how a retail trader can build the same way of thinking without the desk, without the budget, and without the bravado.
From charts to systems.
These three skills aren’t a menu — they’re one clear path, three stages in how a trader’s thinking grows up. One idea runs through all of them: evidence over opinion, process over prediction, structure over impulse.
Frameworks you keep, taught the way institutions actually think.
The things that sell fast and leave nothing behind once the tip expires.
Most trading content trades in tips — disposable, single-use, decaying the moment a setup stops working. We trade in mental models: transferable structures of thinking you can reuse across markets, instruments and years.
The test for every lesson we publish: does the trader leave with a model they can apply somewhere we never mentioned? Tips decay. Models compound. We publish models — and we show the work: the mechanism, the math, the chart, the failure.
Everything on GreyBoxQuant is educational — not investment advice. We give no buy or sell calls, run no signal groups, and sell no model portfolios. Where a security or instrument appears, it is an illustration of a concept, explicitly framed as such — never a recommendation to act. Every chart, backtest or simulation is labelled illustrative or hypothetical. The relationship is teacher-to-student, never advisor-to-client.
Start with the free foundations, then practise your decisions risk-free in the Trading Lab — free to start, no signals, no hype.
GreyBoxQuant is an education platform. Everything here is educational — not investment advice. We give no buy or sell calls and no signals. The SEBI figures above are cited as published; past outcomes do not predict any individual’s results.