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What More Do You Need Dynamic Single-Stock Voter Model vs AutoSignals TQQQ vs SH Trend Switch

Every published figureShow 42 attributes

Each row is one exact variant (window and basis), so a value appears only where a source publishes it.

Classification

AI categories (Composer)

daily rebalance, dynamic model selection, leveraged etfs, tactical rotation, tech‑heavy, trend & mean‑reversion, volatility hedging

daily rebalancing, leveraged etfs, momentum (rsi), risk-on/risk-off, tactical allocation, trend-following

Asset classes / instruments

equities

Market-relative

Alpha vs SPY, out-of-sample (out-of-sample)

0.33

—

Beta vs SPY, out-of-sample (out-of-sample)

1.10

—

Correlation (R) vs SPY, out-of-sample (out-of-sample)

0.30

—

Trading activity

Annualized turnover, backtest period (backtest)

78.00

—

Annualized turnover, out-of-sample period (out-of-sample)

77.99

—

Daily win rate, backtest period (backtest)

52.45%

—

Daily win rate, out-of-sample period (out-of-sample)

52.45%

—

Backtest

Backtest final value (from $10,000)

$18k

—

Backtest regulatory fees

$47

—

Backtest slippage cost

$280

—

Returns

Backtest length

326

—

Out-of-sample length

326

—

Return, backtest period (annualized) (backtest)

58.55%

—

Return, backtest period (cumulative) (backtest)

81.87%

—

Return, out-of-sample period (annualized) (out-of-sample)

58.65%

147.30%

Return, out-of-sample period (cumulative) (out-of-sample)

82.01%

8.62%

Return, trailing 1 day (out-of-sample)

0.26%

—

Return, trailing 1 month (out-of-sample)

-9.56%

8.61%

Return, trailing 1 week (out-of-sample)

-1.89%

—

Return, trailing 1 year (backtest)

70.94%

—

Return, trailing 1 year (out-of-sample)

71.04%

0.00%

Return, trailing 2 weeks (out-of-sample)

-5.64%

—

Return, trailing 3 months (out-of-sample)

14.72%

0.00%

SPY annualized return over the backtest window (backtest)

22.45%

—

Risk metrics

Calmar ratio, backtest period (backtest)

2.29

—

Calmar ratio, out-of-sample period (out-of-sample)

2.29

173.27

Maximum drawdown, backtest period (backtest)

-25.59%

—

Maximum drawdown, out-of-sample period (out-of-sample)

-25.58%

-0.85%

Sharpe ratio, backtest period (backtest)

1.27

—

Sharpe ratio, out-of-sample period (out-of-sample)

1.27

6.68

Sortino ratio, backtest period (backtest)

2.13

—

Sortino ratio, out-of-sample period (out-of-sample)

2.13

—

Standard deviation, backtest period (backtest)

43.99%

—

Standard deviation, out-of-sample period (out-of-sample)

43.99%

14.34%

Quality

Community review status

ACTIVE

—

Holdings

Concentration (Herfindahl index, out-of-sample, as Composer reports it)

0.38

—

Construction

Logic complexity (node count)

635

—

Rebalance frequency

daily

Popularity

Remixes (copies)

—

Watchers

—

Compare investment strategies

At a glance

Growth of $10,000

What they say: stated rules

What they hold

Do the holdings back the rules?

Costs, access & sources

Compare investment strategies

At a glance

Growth of $10,000

What they say: stated rules

What they hold

Do the holdings back the rules?

Costs, access & sources