The Thesis
RSI Snap-Back is a mean-reversion play on the Magnificent Seven — AAPL, MSFT, NVDA, GOOGL, AMZN, META, and TSLA. The bet is simple and well-worn: large-cap tech names overshoot on short-term momentum and then revert. The strategy enters when a name's RSI drops below 35 (oversold), exits when RSI climbs above 70 (overbought), and enforces a hard four-slot book to cap concurrent drawdown exposure. It rotates capital to keep that book tight rather than letting winners or losers run.
There is real logic here. Mean reversion tends to work best in liquid, heavily-traded names where extremes are quickly arbitraged away, and the Mag-7 are about as liquid as equities get. The four-name cap is a sensible discipline mechanism — it prevents the book from ballooning into an over-diversified index proxy and forces the strategy to concentrate on its highest-conviction oversold signals.
Recent Activity
The live book has been quiet — pointedly so. The last six scheduled runs (July 27 through August 3) each report 0 executed, 0 rejected, with cash and total equity both parked at $10,000. In other words, RSI Snap-Back is sitting entirely in cash and has been for at least a week.
That is not necessarily a failure. If no Mag-7 name has printed an RSI below 35, the strategy is correctly not forcing trades — a virtue in a mean-reversion system, which lives or dies on entry discipline. But it is worth being honest: a week of flat cash generates no return, and it reflects a tech tape with no oversold extremes to exploit. The strategy's edge only exists when volatility hands it a dislocation, and lately the market hasn't obliged.
Backtest & Validation
Over a 451-day backtest, RSI Snap-Back returned 20.95% (final equity $12,095), an 11.21% CAGR, with a 66.67% win rate across 37 trades. Fees were negligible at $37 total and there was no FX drag.
The strengths: a two-thirds win rate is genuinely strong, and the return was achieved cheaply.
The risks are equally clear. The Sharpe of 0.61 is uninspiring — the returns came with meaningful volatility, and much of the gain likely rides the broader Mag-7 uptrend rather than pure reversion alpha. The 23.73% max drawdown is deep; an investor would have needed real conviction to hold through it. Turnover of 773% signals a lot of churn for the result, and while fees stayed low in the sim, real-world slippage on that turnover would bite. Most importantly, the validation field is null — there is no out-of-sample or walk-forward confirmation, so we cannot yet distinguish genuine edge from curve-fit.
Verdict
RSI Snap-Back is a coherent, disciplined strategy with an encouraging hit rate and a plausible thesis. But the mediocre risk-adjusted return, the deep drawdown, the high turnover, and — critically — the absence of any validation mean it should be watched, not trusted. Right now it is doing the honest thing: waiting in cash for a setup that hasn't arrived.