Earnings Acceleration

Ted walks through the GLD trade as a case study in a non-earnings momentum setup: gold has no EPS, but it checks every other magic elixir criterion — narrative (de-dollarization, government debt, geopolitics), liquidity, high linearity, and a 10-year cup-with-handle base. He initially passed on an earlier base feeling it was too slow, then re-entered when gold reclaimed all moving averages with tight volatility. The setup was confirmed by cross-referencing GDX futures: when the futures chart showed the same base, same moving-average reclaim, and same volume signature, the ETF entry had institutional-grade confirmation.

Kristjan frames fundamentals and momentum as two distinct but related forces: fundamentals are the fuel, momentum is what happens after the fuel ignites. Studying the biggest winning stocks across market history, he found that most multi-year moves were driven by strong earnings acceleration and revenue growth that gave investors a clear reason to re-rate the stock higher. Combining fundamental strength with the breakout method gives a significant edge: the fundamentals provide conviction, help identify which bases are worth watching, and distinguish genuine leaders from random movers. He acknowledges some breakout traders ignore fundamentals entirely, but for him knowing the story behind a stock makes the difference in holding through volatility.

A technically sound chart pattern alone is not a setup: stocks move for reasons — accelerating earnings, sector themes, company-specific catalysts — and traders who ignore the why behind a move work at a systematic disadvantage. The first task for any new trader is not to invent a method but to copy one that is already proven. Pradeep started by implementing a short-term trading system from the book Hedge Fund Edge exactly as written for two full years before modifying it, and credits this approach — replicating a working framework before improvising — as essential for building early competence and avoiding the trap of reinventing the wheel while still bleeding capital.

"A good chart itself is not a setup. You have to find a chart which is good and there has to be some reason why the stock is going to go up — it might be a theme, a sector, an earnings catalyst — but that particular stock should have a reason to go up."

Pradeep traces his accidental entry into trading: arriving in the US in 1998 during the dot-com bubble, staying in a house filled with trading books while working on a failed startup, and getting drawn into the markets by sheer proximity. His first quantum leap came from a single paragraph in a book he was reading late one night — the author described how stocks with massive earnings acceleration (300%, 400%, 500%+ profit growth) can double or triple in weeks. The next morning he found USLB (US Laboratories) in the Investor's Business Daily newspaper reporting 2,600% profit growth and 900% sales growth, put all his money in, and made more in six weeks than he had ever imagined: the birth of the Episodic Pivot momentum strategy.

"I just put all my money in that trade and in less than six weeks I made more money than I had ever imagined in my life in one trade. And that became the EP kind of an idea then."