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Kagi Capital Growth

Equity · Stocks · Started Oct 2010

hypothetical · Annual Return (Compounded)
10.5%
Max Drawdown
23.1%
Trades
92
Win Trades
59.8%
Profit Factor
6.40
Win Months
64.6%

About this strategy

Long term discretionary position trading system. Actively manage winning positions by increasing trade size, and taking profit along the way. Focused on high beta stocks. Strategy is simple buy positions, add to winners on pull backs, lighten position on way up, add on pull back and repeat. More importantly,I cut losing trades quickly. I will rarely average down, unless the trade has previously been positive. Long only system, Follows market long term trend, if the market goes bearish I will look to trade inverse etf's. Preference is for long individual stocks. Will hold a maximum of 6 positions but will re-allocate funds out of laggards into the winners.

Momentum

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
20106.27.70.715.2
20112.64.74.92.43.30.2-0.6-0.6-2.78.8-6.32.319.9
20124.63.72.40.6-5.2-0.6-4.52.51.8-3.33.8-2.13.4
2013-0.5-1.00.4-0.46.4-4.611.42.51.02.70.10.919.6
20142.3-0.7-0.8-6.32.09.9-0.65.9-2.11.40.6-0.910.1
2015-1.47.1-1.23.81.70.22.0-5.11.58.82.0-4.215.3
2016-10.3-0.68.8-1.9-2.50.51.10.1-1.30.7-0.9-1.3-8.3
20172.91.41.21.71.4-1.30.70.8-0.13.00.50.613.4
20183.00.4-0.71.41.4-0.62.02.81.6-3.22.6-2.68.1
20192.62.61.42.6-0.51.62.30.6-1.91.71.92.018.0
20202.8-3.4-4.67.42.34.30.18.6-5.01.03.60.217.5
20211.01.80.52.9-0.73.92.42.70.93.7-1.92.221.1
2022-9.2-0.33.1-6.5-3.4-2.35.0-4.1-3.80.72.9-2.8-19.7
20233.90.34.86.33.1-0.90.9-0.1-3.11.49.11.029.6
20244.90.51.4-3.72.51.3-2.50.11.81.71.5-0.68.9
20251.0-4.1-2.0-3.110.04.33.3-4.01.02.4-6.42.53.8
2026-7.2-4.4-3.77.0-0.3-8.715.88.6-3.11.5

Statistics

Overview

Strategy began10/8/2010
Suggested Minimum Capital$100,000
Age194 months
What it tradesStocks
# Trades92
# Profitable55
% Profitable59.8%
Avg trade duration195.6 days
Max peak-to-valley drawdown23.1%
drawdown periodNov 19, 2021 - Oct 13, 2022
Annual Return (Compounded)10.5%
Avg win$8,223
Avg loss$2,013

Ratios

W:L ratio6.40
Sharpe Ratio0.59
Sortino Ratio0.92
Calmar Ratio0.81

CORRELATION STATISTICS

Correlation to SP5000.58
Return Percent SP500 (cumu) during strategy life548.1%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)-162.5%

Return Statistics

Ann Return (w trading costs)10.5%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.1%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)10.6%

Slump

Current Slump as Pcnt Equity3.4%
Current Slump, time of slump as pcnt of strategy life0.1%

Instruments

Percent Trades Forex0.0%
Percent Trades Futures0.0%
Percent Trades Options0.0%
Percent Trades Stocks1.0%

Risk of Ruin (Monte-Carlo)

Chance of 10% account loss26.0%
Chance of 20% account loss3.5%
Chance of 30% account loss0.0%
Chance of 40% account loss0.0%
Chance of 50% account loss0.0%
Chance of 60% account loss (Monte Carlo)0.0%
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)0.0%

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$2,013
Avg Win$8,223
# Winners55
Sum Trade PL (losers)$74,471
Sum Trade PL (winners)$452,266
Num Months Winners124
# Losers37
% Winners59.8%

Dividends

Dividends Received in Model Acct24264

Age

Num Months filled monthly returns table192

Frequency

Avg Position Time (mins)281639.97
Avg Position Time (hrs)4694
Avg Trade Length195.60
Last Trade Ago3440

Regression

Alpha0.01
Beta0.44
Treynor Index0.06

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.01
MAE:Equity, 95th Percentile Value for this strat0.03
MAE:Equity, average, losing trades0.02
MAE:Equity, losing trades only, 95th Percentile Value for this strat
MAE:Equity, average, winning trades0.01
MAE:Equity, win trades only, 95th Percentile Value for this strat
Avg(MAE) / Avg(PL) - All trades0.51
MAE:PL (avg, all trades)-3.18
MAE:PL (avg, losing trades)
MAE:PL - Losing Trades - this strat Percentile of All Strats90.62
MAE:PL - Winning Trades - this strat Percentile of All Strats39.88
MAE:PL (avg, winning trades)
MAE:PL - worst single value for strategy
Avg(MAE) / Avg(PL) - Winning trades0.20
Avg(MAE) / Avg(PL) - Losing trades-1.32
Hold-and-Hope Ratio0.91

RATIO STATISTICS

Mean0.17
SD0.18
Sharpe ratio (Glass type estimate)0.97
Sharpe ratio (Hedges UMVUE)0.97
df92
t2.71
p0.00
Lowerbound of 95% confidence interval for Sharpe Ratio0.25
Upperbound of 95% confidence interval for Sharpe Ratio1.69
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.25
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.68
Sortino ratio1.56
Upside Potential Ratio2.88
Upside part of mean0.32
Downside part of mean-0.15
Upside SD0.15
Downside SD0.11
N nonnegative terms60
N negative terms33
N of observations93
Mean of predictor0.23
Mean of criterion0.17
SD of predictor0.18
SD of criterion0.18
Covariance0.02
r0.66
b (slope, estimate of beta)0.65
a (intercept, estimate of alpha)0.03
Mean Square Error0.02
DF error91
t(b)8.30
p(b)0
t(a)0.49
p(a)0.31
Lowerbound of 95% confidence interval for beta0.50
Upperbound of 95% confidence interval for beta0.81
Lowerbound of 95% confidence interval for alpha-0.08
Upperbound of 95% confidence interval for alpha0.13
Treynor index (mean / b)0.27
Jensen alpha (a)0.03
Mean0.16
SD0.18
Sharpe ratio (Glass type estimate)0.87
Sharpe ratio (Hedges UMVUE)0.87
df92
t2.43
p0.01
Lowerbound of 95% confidence interval for Sharpe Ratio0.16
Upperbound of 95% confidence interval for Sharpe Ratio1.59
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.15
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.58
Sortino ratio1.32
Upside Potential Ratio2.62
Upside part of mean0.31
Downside part of mean-0.15
Upside SD0.14
Downside SD0.12
N nonnegative terms60
N negative terms33
N of observations93
Mean of predictor0.21
Mean of criterion0.16
SD of predictor0.18
SD of criterion0.18
Covariance0.02
r0.66
b (slope, estimate of beta)0.67
a (intercept, estimate of alpha)0.02
Mean Square Error0.02
DF error91
t(b)8.33
p(b)0
t(a)0.31
p(a)0.38
Lowerbound of 95% confidence interval for beta0.51
Upperbound of 95% confidence interval for beta0.83
Lowerbound of 95% confidence interval for alpha-0.09
Upperbound of 95% confidence interval for alpha0.12
Treynor index (mean / b)0.24
Jensen alpha (a)0.02
VaR(95%)0.07
Expected Shortfall on VaR0.09
VaR(95%)0.02
Expected Shortfall on VaR0.05
Mean0.20
SD0.21
Sharpe ratio (Glass type estimate)0.93
Sharpe ratio (Hedges UMVUE)0.93
df2045
t2.59
p0.00
Lowerbound of 95% confidence interval for Sharpe Ratio0.22
Upperbound of 95% confidence interval for Sharpe Ratio1.63
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.22
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.63
Sortino ratio1.31
Upside Potential Ratio6.76
Upside part of mean1.01
Downside part of mean-0.82
Upside SD0.15
Downside SD0.15
N nonnegative terms1151
N negative terms895
N of observations2046
Mean of predictor0.26
Mean of criterion0.20
SD of predictor0.26
SD of criterion0.21
Covariance0.03
r0.62
b (slope, estimate of beta)0.50
a (intercept, estimate of alpha)0.07
Mean Square Error0.03
DF error2044
t(b)35.82
p(b)0
t(a)1.15
p(a)0.13
Lowerbound of 95% confidence interval for beta0.47
Upperbound of 95% confidence interval for beta0.53
Lowerbound of 95% confidence interval for alpha-0.05
Upperbound of 95% confidence interval for alpha0.19
Treynor index (mean / b)0.39
Jensen alpha (a)0.07
Mean0.17
SD0.22
Sharpe ratio (Glass type estimate)0.80
Sharpe ratio (Hedges UMVUE)0.80
df2045
t2.25
p0.01
Lowerbound of 95% confidence interval for Sharpe Ratio0.10
Upperbound of 95% confidence interval for Sharpe Ratio1.51
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.10
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.51
Sortino ratio1.09
Upside Potential Ratio6.34
Upside part of mean1.00
Downside part of mean-0.83
Upside SD0.15
Downside SD0.16
N nonnegative terms1151
N negative terms895
N of observations2046
Mean of predictor0.22
Mean of criterion0.17
SD of predictor0.26
SD of criterion0.22
Covariance0.03
r0.62
b (slope, estimate of beta)0.52
a (intercept, estimate of alpha)0.06
Mean Square Error0.03
DF error2044
t(b)35.86
p(b)0
t(a)0.98
p(a)0.16
Lowerbound of 95% confidence interval for beta0.49
Upperbound of 95% confidence interval for beta0.54
Lowerbound of 95% confidence interval for alpha-0.06
Upperbound of 95% confidence interval for alpha0.18
Treynor index (mean / b)0.34
Jensen alpha (a)0.06
VaR(95%)0.02
Expected Shortfall on VaR0.03
VaR(95%)0.01
Expected Shortfall on VaR0.01
Mean0.68
SD0.39
Sharpe ratio (Glass type estimate)1.77
Sharpe ratio (Hedges UMVUE)1.76
df130
t1.25
p0.45
Lowerbound of 95% confidence interval for Sharpe Ratio-1.01
Upperbound of 95% confidence interval for Sharpe Ratio4.55
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.02
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation4.54
Sortino ratio2.96
Upside Potential Ratio11.05
Upside part of mean2.55
Downside part of mean-1.87
Upside SD0.31
Downside SD0.23
N nonnegative terms75
N negative terms56
N of observations131
Mean of predictor1.26
Mean of criterion0.68
SD of predictor0.39
SD of criterion0.39
Covariance0.09
r0.60
b (slope, estimate of beta)0.60
a (intercept, estimate of alpha)-0.07
Mean Square Error0.10
DF error129
t(b)8.45
p(b)0.14
t(a)-0.15
p(a)0.51
Lowerbound of 95% confidence interval for beta0.46
Upperbound of 95% confidence interval for beta0.74
Lowerbound of 95% confidence interval for alpha-0.95
Upperbound of 95% confidence interval for alpha0.82
Treynor index (mean / b)1.14
Jensen alpha (a)-0.07
Mean0.61
SD0.38
Sharpe ratio (Glass type estimate)1.60
Sharpe ratio (Hedges UMVUE)1.59
df130
t1.13
p0.45
Lowerbound of 95% confidence interval for Sharpe Ratio-1.19
Upperbound of 95% confidence interval for Sharpe Ratio4.37
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.19
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation4.37
Sortino ratio2.59
Upside Potential Ratio10.64
Upside part of mean2.50
Downside part of mean-1.89
Upside SD0.30
Downside SD0.24
N nonnegative terms75
N negative terms56
N of observations131
Mean of predictor1.18
Mean of criterion0.61
SD of predictor0.39
SD of criterion0.38
Covariance0.09
r0.60
b (slope, estimate of beta)0.59
a (intercept, estimate of alpha)-0.09
Mean Square Error0.09
DF error129
t(b)8.56
p(b)0.14
t(a)-0.21
p(a)0.51
Lowerbound of 95% confidence interval for beta0.46
VAR (95 Confidence Intrvl)0.02
Upperbound of 95% confidence interval for beta0.73
Lowerbound of 95% confidence interval for alpha-0.96
Upperbound of 95% confidence interval for alpha0.78
Treynor index (mean / b)1.02
Jensen alpha (a)-0.09
VaR(95%)0.04
Expected Shortfall on VaR0.05
VaR(95%)0.01
Expected Shortfall on VaR0.03

ORDER STATISTICS

Number of observations93
Minimum0.83
Quartile 10.99
Median1.02
Quartile 31.04
Maximum1.17
Mean of quarter 10.95
Mean of quarter 21.00
Mean of quarter 31.03
Mean of quarter 41.07
Inter Quartile Range0.05
Number outliers low3
Percentage of outliers low0.03
Mean of outliers low0.86
Number of outliers high1
Percentage of outliers high0.01
Mean of outliers high1.17
Extreme Value Index (moments method)0.72
VaR(95%) (moments method)0.04
Expected Shortfall (moments method)0.17
Extreme Value Index (regression method)0.30
VaR(95%) (regression method)0.05
Expected Shortfall (regression method)0.09
Number of observations2046
Minimum0.77
Quartile 11.00
Median1.00
Quartile 31.00
Maximum1.11
Mean of quarter 10.99
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.01
Inter Quartile Range0.01
Number outliers low117
Percentage of outliers low0.06
Mean of outliers low0.97
Number of outliers high142
Percentage of outliers high0.07
Mean of outliers high1.03
Extreme Value Index (moments method)0.56
VaR(95%) (moments method)0.01
Expected Shortfall (moments method)0.03
Extreme Value Index (regression method)0.40
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.02
Number of observations131
Minimum0.93
Quartile 10.99
Median1.00
Quartile 31.01
Maximum1.11
Mean of quarter 10.97
Mean of quarter 21.00
Mean of quarter 31.01
Mean of quarter 41.03
Inter Quartile Range0.03
Number outliers low1
Percentage of outliers low0.01
Mean of outliers low0.93
Number of outliers high3
Percentage of outliers high0.02
Mean of outliers high1.08
Extreme Value Index (moments method)-0.06
VaR(95%) (moments method)0.02
Expected Shortfall (moments method)0.03
Extreme Value Index (regression method)-0.07
VaR(95%) (regression method)0.03
Expected Shortfall (regression method)0.03

DRAW DOWN STATISTICS

Number of observations12
Minimum0.00
Quartile 10.03
Median0.08
Quartile 30.12
Maximum0.18
Mean of quarter 10.01
Mean of quarter 20.04
Mean of quarter 30.10
Mean of quarter 40.16
Inter Quartile Range0.10
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)-81.50
VaR(95%) (moments method)0.17
Expected Shortfall (moments method)0
Extreme Value Index (regression method)-3.35
VaR(95%) (regression method)0.22
Expected Shortfall (regression method)0.22
Number of observations96
Minimum0.00
Quartile 10.00
Median0.01
Quartile 30.03
Maximum0.23
Mean of quarter 10.00
Mean of quarter 20.01
Mean of quarter 30.02
Mean of quarter 40.09
Inter Quartile Range0.02
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high13
Percentage of outliers high0.14
Mean of outliers high0.14
Extreme Value Index (moments method)0.18
VaR(95%) (moments method)0.08
Expected Shortfall (moments method)0.13
Extreme Value Index (regression method)-0.04
VaR(95%) (regression method)0.09
Expected Shortfall (regression method)0.13
Number of observations13
Minimum0.00
Quartile 10.01
Median0.03
Quartile 30.06
Maximum0.20
Mean of quarter 10.00
Mean of quarter 20.02
Mean of quarter 30.04
Mean of quarter 40.14
Inter Quartile Range0.05
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high2
Percentage of outliers high0.15
Mean of outliers high0.18
Extreme Value Index (moments method)-0.76
VaR(95%) (moments method)0.13
Expected Shortfall (moments method)0.15
Extreme Value Index (regression method)-0.36
VaR(95%) (regression method)0.18
Expected Shortfall (regression method)0.22
Strat Max DD how much worse than SP500 max DD during strat life?-407295648
Max Equity Drawdown (num days)328
Last 4 Months - Pcnt Negative0.5%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)0.31
Compounded annual return (geometric extrapolation)0.17
Calmar ratio (compounded annual return / max draw down)0.94
Compounded annual return / average of 25% largest draw downs1.05
Compounded annual return / Expected Shortfall lognormal1.90
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.37
Compounded annual return (geometric extrapolation)0.19
Calmar ratio (compounded annual return / max draw down)0.81
Compounded annual return / average of 25% largest draw downs2.01
Compounded annual return / Expected Shortfall lognormal7.15
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.71
Compounded annual return (geometric extrapolation)0.84
Calmar ratio (compounded annual return / max draw down)4.16
Compounded annual return / average of 25% largest draw downs5.84
Compounded annual return / Expected Shortfall lognormal18.55

Trading record

Placed 100 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
FB long300Mar 2, 2016Apr 24, 2017$10,404
EQIX long100Apr 5, 2016Oct 13, 2016$3,169
SQ long1800Mar 29, 2016May 18, 2016($8,303)
AAPL long300Oct 2, 2015May 5, 2016($4,524)
WDAY long400Oct 2, 2015Apr 5, 2016$2,616
DATA long300Nov 20, 2015Jan 25, 2016($4,263)
ULTI long255Oct 2, 2015Jan 25, 2016($1,795)
QLIK long600Nov 25, 2015Jan 7, 2016($2,158)
TSLA long100Oct 6, 2014Dec 11, 2015($4,170)
LNKD long225Jun 10, 2015Dec 7, 2015$6,898
BABA long150Jan 15, 2015Aug 24, 2015($5,852)
FB long400Jun 10, 2015Jul 20, 2015$6,296
CRM long1500Mar 10, 2014Apr 29, 2015$18,206
SBUX long1320Sep 24, 2013Mar 19, 2015$9,866
FCX long1500Mar 10, 2014Oct 15, 2014$1,108
TSLA long104May 20, 2014Sep 2, 2014$8,555
FB long500May 20, 2014Jul 24, 2014$8,110
GOOG long25Sep 24, 2013Apr 3, 2014($3,503)
LNKD long116Nov 7, 2013Feb 12, 2014($859)
TSLA long150Dec 10, 2013Jan 23, 2014$5,651
CRM long700Jun 10, 2013Dec 30, 2013$7,971
CSCO long1450Jan 16, 2013Dec 6, 2013$1,432
TSLA long175Jul 5, 2013Sep 19, 2013$6,851
AAPL long964Feb 20, 2013Aug 1, 2013$487
SBUX long900Aug 23, 2012Jul 8, 2013$5,313
AMZN long270Jul 5, 2012Jun 14, 2013$7,175
CRM short3000Apr 18, 2013Apr 22, 2013$1,645
CRM long1000Apr 2, 2013Apr 2, 2013($18)
ABX long900Jan 16, 2013Feb 7, 2013($1,625)
SBUX long1120May 22, 2012Jul 27, 2012($4,052)

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.