DREAM Index — One Structural Regime, Four Cyclical Seasons, 54 Years of History
A regime-switching framework backtested from the 1971 Nixon Shock to today, built around assets accessible to anyone with a brokerage account.
by Vito Lops
Drawing on twenty years as a financial journalist and a long-standing passion for quantitative analysis, I built DREAM as an educational research tool to explore the great macro cycles that govern financial markets.
DREAM is an acronym — Debasement Regime Every Alpha Macro — but it is also a word that describes what every investor wants: to sleep soundly. In a monetary system that structurally erodes the value of money, having a systematic method that reads the macro regime is an attempt at a quantitative answer to market anxiety.
This piece explains what DREAM is, how it is built, and what the numbers say.
August 15, 1971
A Sunday evening. Markets closed. Richard Nixon announced the end of the dollar’s convertibility into gold. It was the beginning of an unprecedented monetary experiment: a global system built on currencies anchored to nothing but trust in the states that issue them.
Since 1971, the US dollar has lost the overwhelming majority of its purchasing power against real assets. This phenomenon — slow, continuous, often invisible — is monetary debasement. It is not an anomaly. It is the rule: the structural consequence of a system in which governments can create money to finance deficits, stimulate growth, and rescue banks.
The architecture: one structural regime, four cyclical seasons
This is the point where the earlier version of this article was imprecise, and it matters.
Debasement is not one regime among five. It is the structural meta-regime — the permanent backdrop of the entire post-1971 system. Within that backdrop, the economy rotates through four cyclical seasons that come and go:
Stagflation — high inflation, slowing growth, energy shocks. The worst environment for traditional portfolios. (1973-75, 1979-81, 2022.)
Reflation — recovery after recession, prices firming, commodities rallying. (2003-07, 2016-17.)
Risk-On — strong growth, low volatility, equities leading. (2013-14, 2017.)
Deflation — deep recession, credit crunch, falling prices. Rare but necessary to the model’s completeness. (2008-09, March 2020.)
So the correct picture is this: Debasement is the sea; the four seasons are the weather on its surface. DREAM tracks both — and inside Debasement it further distinguishes three sub-phases (Early, Mature, Late), because the assets that protect purchasing power shift as the phase matures.
Over the full 1971-2025 history, the time spent in each state breaks down roughly as: Reflation 32%, Stagflation 24%, Debasement 21%, Risk-On 20%, with Deflation and Transition the rare remainder.
How it works
Each month the model reads over 120 macro and market indicators, organized in areas: expected inflation, system liquidity, credit stress, commodities and real assets, the labor market, and global M2.
Each state is assigned a proprietary score. The dominant regime is confirmed through a mechanism that requires persistence over consecutive months — this reduces false signals and keeps turnover low. The system shifts rarely, only when the macro landscape has genuinely changed.
Over the 2010-2025 ETF backtest, the model made 15 macro-regime switches — roughly one every thirteen months. Counting also the transitions between Debasement sub-phases (Early, Mature, Late), total portfolio rebalancings rise to 31 — a little over two per year. Contained turnover: allocative stability, low transaction costs, simple to replicate.
The portfolio is expressed through liquid, regulated instruments (ETFs and ETCs), with variants for different needs.
Following the cycle, or rising above it. Most of the time the model simply tracks the economic season: equities and cyclicals when growth leads, long bonds when recession bites. Its defining behaviour appears when the structural signals align — gold diverging from real yields, a weakening dollar, a deficit that stays beyond its critical threshold. At that point the system stops following the cycle and elevates the portfolio to the structural debasement allocation — gold and real assets — and holds it there until those signals fade. The consequence is deliberate and counterintuitive: in such periods the model can stay in gold while equities rally, giving up part of the short-term cyclical upside in exchange for protection against the structural risk it judges to be dominant. This is not a timing error; it is the entire thesis. Knowing when to follow the cycle and when to rise above it is what DREAM is built to do.
The numbers
A note on method first: DREAM is backtested across distinct windows, each calibrated on the instruments actually available in that era. The figures below are simulation results on historical data.
The full historical test — 1971 to 2025, fifty-four years. This is the real stress test: two oil crises, double-digit inflation, Fed rates at 20%, multiple deep recessions — an environment no investor alive today has navigated in real time. Over this period DREAM produced a CAGR of 9.8% against 8.5% for the S&P 500 and 4.6% for All Weather. But the decisive figure is risk: a maximum drawdown of −26.5%, against −50.8% for the S&P 500. A higher return than the index over half a century, with roughly half the worst-case loss. Sharpe 0.72 versus 0.44; Calmar 0.37 versus 0.17.
The out-of-sample test — 2020 to 2025. The most honest test of any model is data it never saw during design. DREAM’s system logic was set on the 2009-2019 window; the 2020-2025 period is genuine out-of-sample. In that stretch DREAM Classic delivered a CAGR of 17.1% with a maximum drawdown of just −8.3% (Sharpe 1.29) — through the Covid crash, the 2022 inflation shock, and the tariff turbulence of recent quarters.
The point of the whole exercise. In 2022, when both the 60/40 and the All Weather portfolios fell over 20%, the regime-switching approach rotated into the assets that defend purchasing power during inflation. That is the entire thesis: not to beat the market in every season, but to avoid being destroyed in the worst ones.
Live track record
DREAM has been public on TradingView since March 30, 2026. The chart shows the index in real time. The methodology — the exact scoring formula, the indicator weights, the portfolio construction — remains private: a deliberate choice, so that a reading of the cycle does not become a mechanical signal to copy.
The current meta-regime is Debasement — uninterrupted since spring 2023, now in its Mature phase. It is the longest stretch the model has ever spent inside the Debasement meta-regime across the entire backtest.
Follow the index on TradingView: https://www.tradingview.com/script/lfyu7iIa-DREAM-Index-Macro-Regime-Strategy-vs-SPY-All-Weather
Why I built it
After twenty years interviewing investors, economists and central bankers, I became convinced that the macro context in which markets move often matters more than the individual assets that compose them. And since 1971 that context tends structurally toward debasement — with stagflation, reflation, risk-on and deflation alternating on the surface in more or less predictable cycles.
DREAM is my attempt to bring order to that complexity: to make it quantitative, and communicable. A tool for understanding which economic season we are living through — and which structural sea we have never left.
We are probably in one of those moments when the global monetary system is under structural pressure: record deficits, gold at all-time highs, central banks accumulating reserves, stablecoins eroding the monopoly of sovereign money. DREAM was built precisely for this — not to predict, but to adapt.
Disclaimer: This text does not constitute financial advice, an investment recommendation, or a solicitation to buy or sell any financial instrument. The author is not a licensed investment advisor under D.Lgs. 58/1998 (TUF) or applicable MiFID II regulations. DREAM is a quantitative index developed for educational and research purposes. Data, calculations and simulations are processed automatically and may contain errors. Past performance does not guarantee future results.
© Vito Lops — 2026.