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4474 Enhanced

Futures · Futures · Started Jul 2022

hypothetical · Annual Return (Compounded)
53.0%
Max Drawdown
45.7%
Trades
365
Win Trades
68.2%
Profit Factor
1.40
Win Months
26.0%

About this strategy

Our Enhanced strategy takes concentrated positions with a higher leverage profile. We aim for outsized returns amidst a tight risk management profile. Our 4474 strategy is time-agnostic with positions ranging from several hours to many months, however in the Enhanced version, underperforming positions are held with less tolerance and occasionally liquidated sooner.

We are also sharing our perspective on markets via Twitter @4474notes, and on Substack (http://4474.substack.com).

Nov 2023 -> Please note, our strategy has been rescaled from ~ $230,000, to the original starting capital ~ $23,000. Performance data will reflect this by showing 1/10th of the original amounts; both in position profit/loss and contract sizing, and this is simply for mathematical consistency (i.e., where we may have traded 9 contracts and profited with $11,000, new data upon rescaling may show 0.9 contracts, and a profit of $1,100). We only trade with whole number position sizes.

Momentum Macro / Fundamental

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
2022155.523.340.147.015.526.4847.2
2023-15.6-0.92.9-1.40.50.23.8-0.71.415.53.3-3.13.3
2024-40.80.00.00.00.00.00.00.00.00.00.00.0-40.8
20250.00.00.00.00.00.00.00.00.00.00.00.00.0
20260.00.00.00.00.00.00.00.0

Statistics

Overview

Strategy began7/15/2022
Suggested Minimum Capital$2,500
Age50 months
What it tradesFutures
# Trades365
# Profitable249
% Profitable68.2%
Avg trade duration5.6 days
Max peak-to-valley drawdown45.7%
drawdown periodAug 29, 2022 - Sept 01, 2022
Annual Return (Compounded)53.0%
Avg win$266
Avg loss$405

Ratios

W:L ratio1.41
Sharpe Ratio0.92
Sortino Ratio1.45
Calmar Ratio5.70

CORRELATION STATISTICS

Correlation to SP5000.00
Return Percent SP500 (cumu) during strategy life97.7%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)379.1%

Return Statistics

Ann Return (w trading costs)53.0%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.5%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)68.1%

Slump

Current Slump as Pcnt Equity79.8%
Current Slump, time of slump as pcnt of strategy life0.7%

Instruments

Percent Trades Forex0.0%
Percent Trades Futures1.0%
Percent Trades Options0.0%
Short Options - Percent Covered100.0%
Percent Trades Stocks0.0%

Risk of Ruin (Monte-Carlo)

Chance of 10% account loss63.0%
Chance of 20% account loss30.0%
Chance of 30% account loss18.0%
Chance of 40% account loss8.0%
Chance of 50% account loss5.0%
Chance of 60% account loss (Monte Carlo)1.0%
Chance of 70% account loss (Monte Carlo)0.0%
Chance of 80% account loss (Monte Carlo)0.0%
Chance of 90% account loss (Monte Carlo)0.0%
Chance of 100% account loss (Monte Carlo)100.0%

Automation

Percentage Signals Automated0.0%

Popularity

Popularity (Today)0
Popularity (Last 6 weeks)0
Popularity (7 days, Percentile 1000 scale)0

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$405
Avg Win$266
# Winners249
Sum Trade PL (losers)$47,017
Sum Trade PL (winners)$66,234
Num Months Winners13
# Losers116
% Winners68.2%

Dividends

Dividends Received in Model Acct0

Age

Num Months filled monthly returns table50

Frequency

Avg Position Time (mins)8077.33
Avg Position Time (hrs)134.62
Avg Trade Length5.60
Last Trade Ago958

Leverage

Daily leverage (average)6.04
Daily leverage (max)46.77

Regression

Alpha0.13
Beta0
Treynor Index29.45

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.02
MAE:Equity, 95th Percentile Value for this strat0
MAE:Equity, average, losing trades0.03
MAE:Equity, losing trades only, 95th Percentile Value for this strat
MAE:Equity, average, winning trades0.02
MAE:Equity, win trades only, 95th Percentile Value for this strat
Avg(MAE) / Avg(PL) - All trades8.12
MAE:PL (avg, all trades)0.78
MAE:PL (avg, losing trades)
MAE:PL - Losing Trades - this strat Percentile of All Strats58.16
MAE:PL - Winning Trades - this strat Percentile of All Strats69.21
MAE:PL (avg, winning trades)
MAE:PL - worst single value for strategy
Avg(MAE) / Avg(PL) - Winning trades0.86
Avg(MAE) / Avg(PL) - Losing trades-1.29
Hold-and-Hope Ratio0.12

RATIO STATISTICS

Mean1.91
SD1.82
Sharpe ratio (Glass type estimate)1.05
Sharpe ratio (Hedges UMVUE)1.01
df20
t1.39
p0.35
Lowerbound of 95% confidence interval for Sharpe Ratio-0.48
Upperbound of 95% confidence interval for Sharpe Ratio2.56
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.50
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.53
Sortino ratio7.55
Upside Potential Ratio8.96
Upside part of mean2.27
Downside part of mean-0.36
Upside SD1.84
Downside SD0.25
N nonnegative terms12
N negative terms9
N of observations21
Mean of predictor0.32
Mean of criterion1.91
SD of predictor0.23
SD of criterion1.82
Covariance0.09
r0.21
b (slope, estimate of beta)1.69
a (intercept, estimate of alpha)1.37
Mean Square Error3.32
DF error19
t(b)0.94
p(b)0.37
t(a)0.92
p(a)0.37
Lowerbound of 95% confidence interval for beta-2.06
Upperbound of 95% confidence interval for beta5.44
Lowerbound of 95% confidence interval for alpha-1.76
Upperbound of 95% confidence interval for alpha4.50
Treynor index (mean / b)1.13
Jensen alpha (a)1.37
Mean1.12
SD1.03
Sharpe ratio (Glass type estimate)1.09
Sharpe ratio (Hedges UMVUE)1.05
df20
t1.44
p0.35
Lowerbound of 95% confidence interval for Sharpe Ratio-0.44
Upperbound of 95% confidence interval for Sharpe Ratio2.60
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.47
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.56
Sortino ratio3.87
Upside Potential Ratio5.24
Upside part of mean1.51
Downside part of mean-0.40
Upside SD1.01
Downside SD0.29
N nonnegative terms12
N negative terms9
N of observations21
Mean of predictor0.29
Mean of criterion1.12
SD of predictor0.22
SD of criterion1.03
Covariance0.03
r0.14
b (slope, estimate of beta)0.66
a (intercept, estimate of alpha)0.92
Mean Square Error1.09
DF error19
t(b)0.62
p(b)0.41
t(a)1.09
p(a)0.35
Lowerbound of 95% confidence interval for beta-1.57
Upperbound of 95% confidence interval for beta2.89
Lowerbound of 95% confidence interval for alpha-0.85
Upperbound of 95% confidence interval for alpha2.70
Treynor index (mean / b)1.71
Jensen alpha (a)0.92
VaR(95%)0.33
Expected Shortfall on VaR0.40
VaR(95%)0.06
Expected Shortfall on VaR0.13
Mean1.28
SD0.62
Sharpe ratio (Glass type estimate)2.07
Sharpe ratio (Hedges UMVUE)2.06
df467
t2.76
p0.00
Lowerbound of 95% confidence interval for Sharpe Ratio0.59
Upperbound of 95% confidence interval for Sharpe Ratio3.54
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.59
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.54
Sortino ratio3.65
Upside Potential Ratio8.53
Upside part of mean3.00
Downside part of mean-1.72
Upside SD0.52
Downside SD0.35
N nonnegative terms208
N negative terms260
N of observations468
Mean of predictor0.39
Mean of criterion1.28
SD of predictor0.23
SD of criterion0.62
Covariance-0.00
r-0.00
b (slope, estimate of beta)-0.01
a (intercept, estimate of alpha)1.29
Mean Square Error0.39
DF error466
t(b)-0.08
p(b)0.53
t(a)2.75
p(a)0.00
Lowerbound of 95% confidence interval for beta-0.25
Upperbound of 95% confidence interval for beta0.23
Lowerbound of 95% confidence interval for alpha0.37
Upperbound of 95% confidence interval for alpha2.21
Treynor index (mean / b)-136.33
Jensen alpha (a)1.29
Mean1.09
SD0.61
Sharpe ratio (Glass type estimate)1.80
Sharpe ratio (Hedges UMVUE)1.80
df467
t2.40
p0.01
Lowerbound of 95% confidence interval for Sharpe Ratio0.33
Upperbound of 95% confidence interval for Sharpe Ratio3.27
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.32
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.27
Sortino ratio2.88
Upside Potential Ratio7.58
Upside part of mean2.88
Downside part of mean-1.78
Upside SD0.48
Downside SD0.38
N nonnegative terms208
N negative terms260
N of observations468
Mean of predictor0.37
Mean of criterion1.09
SD of predictor0.23
SD of criterion0.61
Covariance-0.00
r-0.00
b (slope, estimate of beta)-0.01
a (intercept, estimate of alpha)1.10
Mean Square Error0.37
DF error466
t(b)-0.06
p(b)0.52
t(a)2.40
p(a)0.01
Lowerbound of 95% confidence interval for beta-0.24
Upperbound of 95% confidence interval for beta0.23
Lowerbound of 95% confidence interval for alpha0.20
Upperbound of 95% confidence interval for alpha2.00
Treynor index (mean / b)-154.66
Jensen alpha (a)1.10
VaR(95%)0.06
Expected Shortfall on VaR0.07
VaR(95%)0.02
Expected Shortfall on VaR0.04
Mean-0.37
SD0.45
Sharpe ratio (Glass type estimate)-0.83
Sharpe ratio (Hedges UMVUE)-0.83
df130
t-0.59
p0.53
Lowerbound of 95% confidence interval for Sharpe Ratio-3.61
Upperbound of 95% confidence interval for Sharpe Ratio1.94
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-3.60
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.95
Sortino ratio-1.00
Upside Potential Ratio2.83
Upside part of mean1.06
Downside part of mean-1.43
Upside SD0.24
Downside SD0.37
N nonnegative terms27
N negative terms104
N of observations131
Mean of predictor1.21
Mean of criterion-0.37
SD of predictor0.33
SD of criterion0.45
Covariance-0.00
r-0.02
b (slope, estimate of beta)-0.03
a (intercept, estimate of alpha)-0.34
Mean Square Error0.20
DF error129
t(b)-0.26
p(b)0.51
t(a)-0.52
p(a)0.53
Lowerbound of 95% confidence interval for beta-0.27
Upperbound of 95% confidence interval for beta0.20
Lowerbound of 95% confidence interval for alpha-1.63
Upperbound of 95% confidence interval for alpha0.95
Treynor index (mean / b)12.23
Jensen alpha (a)-0.34
Mean-0.48
SD0.46
Sharpe ratio (Glass type estimate)-1.03
Sharpe ratio (Hedges UMVUE)-1.03
df130
t-0.73
p0.53
Lowerbound of 95% confidence interval for Sharpe Ratio-3.80
Upperbound of 95% confidence interval for Sharpe Ratio1.75
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-3.80
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.75
Sortino ratio-1.19
Upside Potential Ratio2.58
Upside part of mean1.03
Downside part of mean-1.51
Upside SD0.23
Downside SD0.40
N nonnegative terms27
N negative terms104
N of observations131
Mean of predictor1.15
Mean of criterion-0.48
SD of predictor0.33
SD of criterion0.46
Covariance-0.00
r-0.02
b (slope, estimate of beta)-0.03
a (intercept, estimate of alpha)-0.45
Mean Square Error0.22
DF error129
t(b)-0.21
p(b)0.51
t(a)-0.67
p(a)0.54
Lowerbound of 95% confidence interval for beta-0.27
VAR (95 Confidence Intrvl)0.06
Upperbound of 95% confidence interval for beta0.22
Lowerbound of 95% confidence interval for alpha-1.78
Upperbound of 95% confidence interval for alpha0.88
Treynor index (mean / b)18.16
Jensen alpha (a)-0.45
VaR(95%)0.05
Expected Shortfall on VaR0.06
VaR(95%)0.02
Expected Shortfall on VaR0.04

ORDER STATISTICS

Number of observations21
Minimum0.72
Quartile 10.97
Median1.02
Quartile 31.14
Maximum3.34
Mean of quarter 10.90
Mean of quarter 21.01
Mean of quarter 31.08
Mean of quarter 41.72
Inter Quartile Range0.17
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high2
Percentage of outliers high0.10
Mean of outliers high2.37
Extreme Value Index (moments method)0.77
VaR(95%) (moments method)0.12
Expected Shortfall (moments method)0.56
Extreme Value Index (regression method)1.62
VaR(95%) (regression method)0.15
Expected Shortfall (regression method)0
Number of observations468
Minimum0.75
Quartile 11.00
Median1
Quartile 31.01
Maximum1.36
Mean of quarter 10.97
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.04
Inter Quartile Range0.01
Number outliers low36
Percentage of outliers low0.08
Mean of outliers low0.94
Number of outliers high58
Percentage of outliers high0.12
Mean of outliers high1.07
Extreme Value Index (moments method)0.82
VaR(95%) (moments method)0.02
Expected Shortfall (moments method)0.13
Extreme Value Index (regression method)0.70
VaR(95%) (regression method)0.02
Expected Shortfall (regression method)0.08
Number of observations131
Minimum0.84
Quartile 11
Median1
Quartile 31
Maximum1.15
Mean of quarter 10.98
Mean of quarter 21
Mean of quarter 31
Mean of quarter 41.02
Inter Quartile Range0
Number outliers low15
Percentage of outliers low0.11
Mean of outliers low0.95
Number of outliers high27
Percentage of outliers high0.21
Mean of outliers high1.02
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0.36
VaR(95%) (regression method)0.02
Expected Shortfall (regression method)0.07

DRAW DOWN STATISTICS

Number of observations5
Minimum0.03
Quartile 10.04
Median0.09
Quartile 30.15
Maximum0.28
Mean of quarter 10.03
Mean of quarter 20.09
Mean of quarter 30.15
Mean of quarter 40.28
Inter Quartile Range0.11
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0
Number of observations19
Minimum0.00
Quartile 10.02
Median0.07
Quartile 30.13
Maximum0.36
Mean of quarter 10.01
Mean of quarter 20.04
Mean of quarter 30.12
Mean of quarter 40.24
Inter Quartile Range0.11
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high1
Percentage of outliers high0.05
Mean of outliers high0.36
Extreme Value Index (moments method)-1.44
VaR(95%) (moments method)0.27
Expected Shortfall (moments method)0.28
Extreme Value Index (regression method)-0.75
VaR(95%) (regression method)0.32
Expected Shortfall (regression method)0.35
Number of observations5
Minimum0.00
Quartile 10.09
Median0.11
Quartile 30.13
Maximum0.29
Mean of quarter 10.05
Mean of quarter 20.11
Mean of quarter 30.13
Mean of quarter 40.29
Inter Quartile Range0.04
Number outliers low1
Percentage of outliers low0.20
Mean of outliers low0.00
Number of outliers high1
Percentage of outliers high0.20
Mean of outliers high0.29
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0
Strat Max DD how much worse than SP500 max DD during strat life?-398301856
Max Equity Drawdown (num days)3
Last 4 Months - Pcnt Negative0.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)3.67
Compounded annual return (geometric extrapolation)2.14
Calmar ratio (compounded annual return / max draw down)7.74
Compounded annual return / average of 25% largest draw downs7.74
Compounded annual return / Expected Shortfall lognormal5.35
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)3.60
Compounded annual return (geometric extrapolation)2.07
Calmar ratio (compounded annual return / max draw down)5.70
Compounded annual return / average of 25% largest draw downs8.49
Compounded annual return / Expected Shortfall lognormal29.33
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)-0.40
Compounded annual return (geometric extrapolation)-0.36
Calmar ratio (compounded annual return / max draw down)-1.23
Compounded annual return / average of 25% largest draw downs-1.23
Compounded annual return / Expected Shortfall lognormal-6.14

Trading record

Placed 1574 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
QHG H4long8Jan 12, 2024Jan 12, 2024($6,864)
QHG H4short8Jan 11, 2024Jan 11, 2024($1,239)
QHG H4short2Jan 11, 2024Jan 11, 2024$434
QHG H4short2Jan 10, 2024Jan 11, 2024($141)
QHG H4short2Jan 10, 2024Jan 10, 2024($41)
BP H4long11Jan 9, 2024Jan 10, 2024$543
QHG H4long9Jan 9, 2024Jan 10, 2024($2,147)
QHG H4long3Jan 8, 2024Jan 8, 2024$339
BP H4long2Jan 8, 2024Jan 8, 2024($16)
BP H4long4Jan 8, 2024Jan 8, 2024$281
ES H4long2Jan 8, 2024Jan 8, 2024($91)
QHG H4short25Dec 19, 2023Dec 21, 2023($1,075)
BP H4long1Dec 20, 2023Dec 20, 2023($8)
BP H4short8Dec 19, 2023Dec 20, 2023$717
BP H4long2Dec 19, 2023Dec 19, 2023$34
QHG H4short2Dec 18, 2023Dec 18, 2023$34
QHG H4short2Dec 18, 2023Dec 18, 2023$334
QHG H4short2Dec 18, 2023Dec 18, 2023($166)
BP Z3short3Dec 15, 2023Dec 15, 2023$389
QHG H4short6Dec 15, 2023Dec 15, 2023$215
QHG H4long2Dec 15, 2023Dec 15, 2023$184
QHG H4short2Dec 15, 2023Dec 15, 2023($166)
BP Z3short6Dec 14, 2023Dec 14, 2023($248)
QHG H4short4Dec 14, 2023Dec 14, 2023$1,068
QHG H4short2Dec 14, 2023Dec 14, 2023($41)
QHG H4short2Dec 14, 2023Dec 14, 2023$59
BP Z3long13Dec 13, 2023Dec 13, 2023$127
QHG H4long2Dec 13, 2023Dec 13, 2023$184
QHG H4long5Dec 12, 2023Dec 12, 2023$348
BP Z3long3Dec 12, 2023Dec 12, 2023$276

Past results are not necessarily indicative of future results.

These results are based on simulated or hypothetical performance results that have certain inherent limitations. Unlike the results shown in an actual performance record, these results do not represent actual trading. Also, because these trades have not actually been executed, these results may have under-or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated or hypothetical trading programs in general are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profits or losses similar to these being shown.