Live · Updated today
Systematic investing · Built once. Tested everywhere.

One system. Regime-aware intelligence.Your market. Your leverage.

A multi-strategy consensus engine that reads market conditions daily and determines a target exposure — so you can apply it using your preferred instrument.

The same algorithm, tested across every major US index and 2 international markets — without additional tuning — at 1× through 3× leverage, across 41 years and every major crisis since 1985.

Today · System State: · loading…

Updated daily before market close

Real 2× NDX Mutual Fund · 2000–2013 · Capstone Test
UOPIX / USPIX · Hypothetical performance on real mutual fund price data
+31.5%
CAGRiCompound annual growth over the 2000–2013 worst-case 14-year window for leveraged NDX.
1.71
SharpeiRisk-adjusted return in the 2000–2013 window. Higher than most institutional mandates require.
-17%
Max DrawdowniJEDI's max drawdown in this window. UOPIX buy-and-hold drew down 99%.
1.85
Profit FactoriHigher than the 2010–2026 bull period (1.62). Per-trade economics are healthier in the sideways window — the cleanest refutation of bull-market-gravity.

While leveraged buy-and-hold experienced drawdowns near −99% during the same period.

Positive in every worst year: 2000 (+27%), 2001 (+11%), 2002 (+9%), 2008 (+1%). See all 18 validation tests →

Why this matters

Most strategies don't fail in backtests.
They fail in reality.

The Real Problem

Backtests assume stability. Real markets don't behave.

  • Markets don't trend cleanly
  • Volatility spikes unexpectedly
  • Leverage amplifies losses quickly

Most strategies break when conditions change.

Where Strategies Fail

The failure isn't performance—it's static exposure.

  • Bear markets destroy static exposure
  • Sideways markets erode returns through churn
  • Overfit systems collapse outside their training window
2× Nasdaq exposure lost ~87% (2000–2013)

During prolonged downturns, leveraged exposure can collapse even without market crashes.

What works in one regime often fails in another.

How JEDI Differs

JEDI adapts exposure—every day.

JEDI is built around a different assumption — that the regime will change, and the system's job is to detect it and adjust exposure. Every day is a fresh decision. No allocation is permanent.

It doesn't predict individual stocks, guarantee returns, or outperform in every environment. It makes one decision — how to position today — and revisits it tomorrow.

Then we tested that assumption against every major failure mode—and it held up.

How it works

Three deterministic steps, run every trading day — not a black box.

Step 1

Read market state

The system reads multiple signals each day to determine the current market state — Expansion, Trend, Neutral, or Contraction.

See how it works →
Step 2

Determine target exposure

Each state maps to a target exposure — long, short, or defensive positioning. Position size reflects conviction — not fixed weights.

View today's positioning →
Step 3

Apply

You apply that exposure using your preferred instrument — across markets and leverage levels.

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Validate the system

Explore 41 years of backtests, current market state, and historical positioning — all in one place.

Free access · no account required
Across performance, states, and positioning
41-Year Backtest
See how the system's positioning performed across multiple market cycles — including the worst periods for leveraged equities.
View backtest →
Market State Dashboard
See how the system classifies market conditions — with full historical context.
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System Positioning
Track how exposure changes over time across different market environments.
View positioning →

One system. Many expressions.

The same system, applied across markets and leverage.

Nasdaq-100 · 3× leverage
77.5%
CAGR (2010–2026)
Sharpe 2.56
Buy & hold: 39.4%
S&P 500 · 1× leverage
21.2%
CAGR (2006–2026)
Sharpe 2.43
Buy & hold: 10.8%
Dow Jones · 3× leverage
33.4%
CAGR (2010–2026)
Sharpe 1.65
Buy & hold: 24.2%
Nikkei · 1× leverage
10.5%
CAGR (1996–2026)
Sharpe 0.74
Buy & hold: 2.6%

All results are based on simulated backtests using real price data.

Recent out-of-sample (12 mo) Nasdaq-100 · 3× Leverage: +79% return

View all 18 validated expressions →

Nasdaq-100 · 3× Leverage — in detail

One expression — active today and shown across 41 years of historical market conditions.

● LIVE
Updated daily before market close

The system determines daily exposure to the Nasdaq-100 — expressed using 3× leveraged instruments. Backtested across 41 years of real and reconstructed market data.

58.2% CAGR  ·  −31.8% Max DD  ·  2.00 Sharpe  ·  1985–2025

Positive returns through the dot-com bust, GFC, and COVID shock.

All figures are based on backtested simulation (1985–2025). Leveraged ETFs involve amplified volatility and risk. Past performance does not guarantee future results. Assumes reinvestment and excludes transaction costs, slippage, and taxes.
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The system in action — today and over time

Live positioning and historical outcomes — shown for the Nasdaq-100 expression.

Today
Updated today
Market State
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Volatility
StableNormalElevatedHigh
Direction
Long 3×
Short 3×
Confidence
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Historical Outcome · Nasdaq-100 expression

What Would $10K Have Become?

Backtested performance based on historical data (1985–2025)

If you invested $10,000 in 2010:

$93.1M Jedi System 2010 → 2025 $0.07M Buy & Hold (Nasdaq-100)

Based on historical simulation (1985–2025). Not indicative of future results.

The same system generating today's signal produced these historical outcomes.

18 tests · 6 markets · 3 leverage levels 41-year historical dataset Survivorship-bias-free data Walk-forward validation
Realistic execution (slippage included) View Methodology →

Explore performance and positioning in detail.

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JEDI AI provides algorithmic signals and user-authorized trade instructions. It does not provide investment advice or manage client funds.