⚡ Live Backtest Results

Alpha Clio

Macro Event Investment Analytics Platform — systematic modeling of US economic surprises across five asset classes

📅 Feb 2009 – Mar 2026 📊 4,454 trading days 🎯 107 events traded ⚙️ 5 instruments 🏛 13 event types
Key Performance Metrics
Out-of-Sample Sharpe
0.95
2023–2026 holdout · 16 events
OOS Total Return
+10%
Locked 20% holdout period
Signal Hit Rate
49.5%
107 events · full backtest
Events Analyzed
365+
NFP 136 · CPI 216 · FOMC 13
OOS Max Drawdown
−2.2%
vs ≤ 15% Go/No-Go threshold
Cost Safety Margin
12×
Model: 10 bps · ZT actual: 0.79 bps
Equity Curve & Train / Test Split

Simulated Equity Curve

TLT × CPI events only — Phase 1 baseline · 5-min intraday window

Train vs Test Performance

80/20 locked holdout split
Central Methodological Finding

🔬 The 30-Hour Timing Lag Problem

The initial backtest measured returns at next-day market close, introducing a 30-hour gap between the 8:30 ET release and the return measurement point. During that window, unrelated market movements swamped the event signal — producing a near-zero Sharpe ratio (0.089). Redesigning to a 5-minute intraday window eliminated the confound and produced a methodologically sound signal framework.

❌ Before Fix
Signal: 08:30 ET release
Measure: next-day 16:00 ET
Gap: 30 hours of noise
Sharpe: 0.089
✅ After Fix
Signal: 08:30 ET release
Measure: 08:35 ET (5-min)
Gap: pure event window
OOS Sharpe: 0.95
Event & Signal Analysis

Sprint 1 — Event Coverage

EventTierReleasesWindows
Non-Farm Payrolls Tier 1 136 1d / 2d / 5d
CPI Tier 1 216 1d / 2d / 5d
FOMC Rate Decision Tier 1 13 1d / 2d / 5d
PCE Price Index Tier 1 ~144 1d / 2d / 5d
ISM PMI (Mfg + Svc) Tier 2 ~288 1d / 2d / 5d
Initial Jobless Claims Tier 2 ~884 1d / 2d / 5d
Housing / Durable / GDP Tier 3 ~108 1d / 2d / 5d

Train / Test Split Metrics

MetricTrain (80%)Test (20%)
Period2009–20222023–2026
Events9116
Sharpe Ratio −0.085 0.95
Total Return −5% +10%
Max Drawdown −19.2% −2.2%
Status In-Sample OOS ✓
5-Instrument Portfolio
TLT
20-Year Treasury ETF
📌 Nominal rates / duration
~120 trades/yrPANIC: holds 100%
EUR/USD
Euro / Dollar FX
📌 Dollar strength signal
~184 trades/yrPANIC: 50% size
USD/JPY
Dollar / Yen FX
📌 Dollar + JPY carry hedge
~184 trades/yrSTRESS: 150%
CL
Crude Oil Futures
📌 Energy / global growth
~40 trades/yrPANIC: paused
GC
Gold Futures
📌 Real rates / inflation hedge
~44 trades/yrPANIC: holds 100%
VIX Regime Overlay

Position Size Multipliers by Regime

RegimeVIX Range TLTEUR/USDUSD/JPYCLGC Logic
NORMAL VIX < 20 1.0×1.0×1.0×1.0×1.0× All instruments at standard size
ELEVATED VIX 20–25 1.0×1.0×1.0×1.0×1.0× Monitor only, no size change
STRESS VIX 25–35 1.0×1.0×1.5×1.0×1.0× JPY carry amplification
PANIC VIX > 35 1.0×0.5×1.0× Safe-havens hold; risk assets paused
Execution Cost Model
Normal Regime
10 bps
VIX < 20 · round-trip
12× safety margin vs ZT actual (0.79 bps)
Stress Regime
15 bps
VIX 25–35 · wider spreads
Conservative risk-off assumption
Panic Regime
20 bps
VIX > 35 · liquidity-adjusted
Stress-tested against flash crashes
Go / No-Go Validation Gate

Five criteria · all must pass before paper trading begins

CriterionThresholdOOS ResultStatus
Newey-West Adjusted Sharpe (holdout) ≥ 0.50 0.95 ✓ PASS
Maximum Drawdown (holdout) ≤ 15% −2.2% ✓ PASS
Stress-Period Expectancy ≥ 0 bps Pending Phase 5 ⏳ PENDING
Single-Event P&L Concentration ≤ 40% Pending Phase 5 ⏳ PENDING
Signal Log Completeness ≥ 95% of expected events Pending Phase 5 ⏳ PENDING
Project Roadmap

Phases 0–7