ndxlab
Rules-based investing Β· public research model

One combined rule. Zero discretion.

10-Month SMA Constant-Mix: above the average, restore your chosen QQQ / T-bill mix; below it, hold 0% QQQ / 100% T-bills. Decisions execute on the first trading day of each month. Data through , refreshed daily.

Long-history check Β· broad U.S. equities 1963-05 to 2026-06 Β· 758 months Β· 100% equities above the 10-month average, 100% T-bills below it Β· next-month execution Β· 10bp turnover cost.
Max drawdown
50.31% β†’ 24.48%
buy & hold β†’ trend rule
Annualized return
10.85% β†’ 10.04%
lower return, much lower drawdown
Calmar ratio
0.216 β†’ 0.410
return per unit of max drawdown
Explore a scenario

Hypothetical capital, start & mix

$

Public market signal

Current model action

The outcome

Modeled wealth

Model scenario Same hypothetical capital β†’ 100% QQQ NDX price Β· shape only

Every modeled move

Simulated monthly ledger

Decision dayActionTradeCostQQQCashTotal wealth

One row per decision day, newest first.

How the rule worksone monthly signal, one target allocation, zero discretion

10-Month SMA Constant-Mix: compare the previous completed month's dividend-adjusted QQQ close with its trailing 10-month simple average. At or above the average, rebalance to the selected QQQ / T-bill target on the next month's first trading day. Below the average, sell QQQ and hold 100% 3-month T-bills.

The reference risk-on target is 75% QQQ / 25% T-bills. The slider changes that risk-on target; the risk-off target remains 0% QQQ / 100% T-bills. Trades are charged 10 basis points per 100% of portfolio turnover. The target is a drawdown-tolerance choice, not an optimized forecast.

Why the model specification changed (2026-07): deploying the whole hypothetical capital at once beat spreading it over 60 months in about 4 of 5 historical windows, and at matched average exposure a mechanical cash buffer protected the worst cases better than the signal-driven reserve it replaces β€” the signals fired at a real bottom exactly once in 27 years (2008-11 … 2009-04) and spent the reserve mid-crash in 2000–2002.

The honest caveatswhat this model does not protect
  • Single-index concentration is the unhedged tail. The equity side is 100% Nasdaq-100. A Japan-1989-style multi-decade stagnation is not fixed by rebalancing, by schedules, or by signals β€” only by diversification, which this model deliberately does not do. That concentration is an explicit research assumption.
  • Risk control has a return cost. In the 1963–2026 broad-market check, the trend rule reduced annualized return from 10.85% to 10.04% and terminal wealth from 668.8Γ— to 421.0Γ—. It nearly doubled the Calmar ratio, not terminal wealth.
  • The website and the long-history check use different equity series. The research panel uses a broad U.S. equity total-return proxy. The interactive scenario uses QQQ from 2000 onward and defaults to a 75% risk-on cap. Its full available history produced a βˆ’27.5% monthly drawdown versus βˆ’79.6% for 100% QQQ, with terminal wealth 17% lower. Neither path establishes a future outcome.
  • Turnover and tax matter. The simulations include 10bp per 100% of portfolio turnover, while taxes, bid-ask spread, fund fees and execution delay remain unmodeled. The broad-market trend rule turned over about 146% of portfolio value per year on average.
  • The trend rule can whipsaw. The 8–12 month stability study found similar historical drawdown control, while the best-returning lookback changed across eras. Ten months is a fixed research choice, not a uniquely optimal parameter.
  • Monthly granularity. Curves and drawdowns use one point per decision day; true intraday drawdowns run deeper.
  • Specification history. The original three-signal model, TQQQ sleeve and 60-month deployment schedule were retired after independent re-tests. A fixed 75/25 mix followed. The current page adds the 10-month trend exit after a separate 1963–2026 broad-market study. Every version remains in the repository history.
  • A backtest is not the future. This is public quantitative research. All capital, holdings and trades shown are hypothetical β€” not investment advice.