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Model Performance

LSTM-Attention · SPY · 2020–2024 backtest

LIVE · updated 09:32 EST

TOTAL RETURN

+184%

▲ vs buy-hold +67pp

SHARPE RATIO

2.41

annualised

MAX DRAWDOWN

-8.3%

▼ worst peak-to-trough

CVAR 95%

-2.87%

daily expected shortfall

WIN RATE

63.4%

▲ 1,258 trading days

Equity Curve · Model vs Benchmark2020-01-01 → 2024-12-31
Monthly Returnslast 12 months
Drawdownpeak-to-trough
Return Distribution1,258 daily obs
Rolling Sharpe60-day window
SPY 512.34 +0.82%BTC 68,241 -1.14%VIX 18.42 +3.20%QQQ 438.12 +1.05%GLD 221.07 -0.33%MODEL·PNL +2.41% MTDSPY 512.34 +0.82%BTC 68,241 -1.14%VIX 18.42 +3.20%QQQ 438.12 +1.05%GLD 221.07 -0.33%MODEL·PNL +2.41% MTD