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Data Analytics Futures

Futures · Futures · Started Dec 2024

Trades Own Strategy BrokerTransmit

hypothetical · Annual Return (Compounded)
63.6%
Max Drawdown
83.4%
Trades
465
Win Trades
52.0%
Profit Factor
1.30
Win Months
50.0%
Subscribe $350/mo

About this strategy

The signals from this strategy are generated from a proprietary data science model that uses aspects of machine learning, predictive analytics, prescriptive analytics (optimization) and simulation. The model identifies the trend on market open and follows it, reversing as needed if the trend changes. Typically, 1 position will be taken a day, with no positions held overnight. We are currently trading 3 MES per position and will increase this over time as enough profits are earned to meet the margin requirements for larger positions.

Pros:
1) The trading system has been derived from market data from 2009 onwards and is designed to be profitable in all market situations, regardless of news, volatility, black swan events etc.
2) Profits will be taken after following a trend, on the 1st confirmed reversal sign, so we allow profits to run and exit on uncertainty.
3) All trades will have 2 stop losses - we will exit the trade if either one is triggered.
a) a hard stop set immediately upon entering a position, based on the type of trade entered and current market volatility.
b) a manual stop loss based on price action.
4) All positions are fully managed by the trade leader. There will be no instances where a trade is left unmanaged.
5) All trades are on MES, one of the most liquid instruments in the market, hence expect slippage to be minimal.

Cons:
1) Since the trading system is based off data, there will be instances where a new scenario occurs that has not been encountered in the training dataset before. Most losses in the trading system are due to this issue. When this occurs, the model will be updated to account for the new scenario. New historical data is also being added to the training model daily. The current accuracy of the model is resulting in a trading system that delivers a consistent profit on a monthly basis. This accuracy will slowly improve as more data and scenarios are incorporated.
2) There will be days where the market is directionless for the entire session. This is different from low volatility. You can have low volatility days with a direction and high volatility days without direction. On such directionless days, either no trade is taken, or a small loss/breakeven will result.

Short Term Financials / Indexes

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
202477.877.8
2025-12.828.539.6-66.5-15.428.41.0-21.7-5.7142.3-5.5-9.1-11.6
2026-3.4-6.975.527.0-45.2-18.732.212.113.650.5

Statistics

Overview

Strategy began12/12/2024
Suggested Minimum Capital$25,000
Age21 months
C2 Rank319
What it tradesFutures
# Trades465
# Profitable242
% Profitable52.0%
Avg trade duration2.0 hours
Max peak-to-valley drawdown83.4%
drawdown periodApril 04, 2025 - Sept 22, 2025
Annual Return (Compounded)63.6%
Avg win$253
Avg loss$215

Ratios

W:L ratio1.28
Sharpe Ratio0.81
Sortino Ratio1.24
Calmar Ratio3.13

CORRELATION STATISTICS

Correlation to SP500-0.19
Return Percent SP500 (cumu) during strategy life26.8%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)109.8%

Return Statistics

Ann Return (w trading costs)63.6%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.6%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)171.2%

Slump

Current Slump as Pcnt Equity54.4%
Current Slump, time of slump as pcnt of strategy life0.8%

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 loss48.5%
Chance of 20% account loss22.0%
Chance of 30% account loss10.5%
Chance of 40% account loss3.5%
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%

Automation

Percentage Signals Automated0.0%

Popularity

Popularity (Today)0
Popularity (Last 6 weeks)783
C2 Score319
Popularity (7 days, Percentile 1000 scale)450

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?187137
TOS percent100.0%

Win / Loss

Avg Loss$215
Avg Win$253
# Winners242
Sum Trade PL (losers)$47,987
Sum Trade PL (winners)$61,191
Num Months Winners11
# Losers223
% Winners52.0%

Dividends

Dividends Received in Model Acct0

Age

Num Months filled monthly returns table22

Frequency

Avg Position Time (mins)117.73
Avg Position Time (hrs)1.96
Avg Trade Length0.10
Last Trade Ago0

Leverage

Daily leverage (average)16.14
Daily leverage (max)45.46

Regression

Alpha0.32
Beta-1.20
Treynor Index-0.23

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.04
MAE:Equity, 95th Percentile Value for this strat0.10
MAE:Equity, average, losing trades0.06
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 trades-100.96
MAE:PL (avg, all trades)-0.48
MAE:PL (avg, losing trades)
MAE:PL - Losing Trades - this strat Percentile of All Strats54.91
MAE:PL - Winning Trades - this strat Percentile of All Strats46.50
MAE:PL (avg, winning trades)
MAE:PL - worst single value for strategy
Avg(MAE) / Avg(PL) - Winning trades0.45
Avg(MAE) / Avg(PL) - Losing trades-1.23
Hold-and-Hope Ratio-0.01

RATIO STATISTICS

Mean1.46
SD0.97
Sharpe ratio (Glass type estimate)1.51
Sharpe ratio (Hedges UMVUE)1.44
df18
t1.90
p0.30
Lowerbound of 95% confidence interval for Sharpe Ratio-0.14
Upperbound of 95% confidence interval for Sharpe Ratio3.12
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.18
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.07
Sortino ratio3.34
Upside Potential Ratio4.93
Upside part of mean2.16
Downside part of mean-0.70
Upside SD0.94
Downside SD0.44
N nonnegative terms13
N negative terms6
N of observations19
Mean of predictor0.14
Mean of criterion1.46
SD of predictor0.17
SD of criterion0.97
Covariance-0.03
r-0.16
b (slope, estimate of beta)-0.89
a (intercept, estimate of alpha)1.59
Mean Square Error0.97
DF error17
t(b)-0.67
p(b)0.60
t(a)1.97
p(a)0.23
Lowerbound of 95% confidence interval for beta-3.70
Upperbound of 95% confidence interval for beta1.91
Lowerbound of 95% confidence interval for alpha-0.11
Upperbound of 95% confidence interval for alpha3.29
Treynor index (mean / b)-1.63
Jensen alpha (a)1.59
Mean0.99
SD0.92
Sharpe ratio (Glass type estimate)1.07
Sharpe ratio (Hedges UMVUE)1.03
df18
t1.35
p0.35
Lowerbound of 95% confidence interval for Sharpe Ratio-0.54
Upperbound of 95% confidence interval for Sharpe Ratio2.66
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.56
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.62
Sortino ratio1.79
Upside Potential Ratio3.28
Upside part of mean1.82
Downside part of mean-0.83
Upside SD0.76
Downside SD0.55
N nonnegative terms13
N negative terms6
N of observations19
Mean of predictor0.13
Mean of criterion0.99
SD of predictor0.17
SD of criterion0.92
Covariance-0.01
r-0.06
b (slope, estimate of beta)-0.34
a (intercept, estimate of alpha)1.04
Mean Square Error0.90
DF error17
t(b)-0.26
p(b)0.54
t(a)1.34
p(a)0.31
Lowerbound of 95% confidence interval for beta-3.11
Upperbound of 95% confidence interval for beta2.43
Lowerbound of 95% confidence interval for alpha-0.59
Upperbound of 95% confidence interval for alpha2.67
Treynor index (mean / b)-2.91
Jensen alpha (a)1.04
VaR(95%)0.30
Expected Shortfall on VaR0.37
VaR(95%)0.10
Expected Shortfall on VaR0.21
Mean1.20
SD0.59
Sharpe ratio (Glass type estimate)2.04
Sharpe ratio (Hedges UMVUE)2.04
df434
t2.63
p0.00
Lowerbound of 95% confidence interval for Sharpe Ratio0.52
Upperbound of 95% confidence interval for Sharpe Ratio3.57
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.51
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.57
Sortino ratio3.08
Upside Potential Ratio9.16
Upside part of mean3.56
Downside part of mean-2.36
Upside SD0.44
Downside SD0.39
N nonnegative terms241
N negative terms194
N of observations435
Mean of predictor0.13
Mean of criterion1.20
SD of predictor0.17
SD of criterion0.59
Covariance-0.02
r-0.18
b (slope, estimate of beta)-0.63
a (intercept, estimate of alpha)1.28
Mean Square Error0.33
DF error433
t(b)-3.84
p(b)1.00
t(a)2.85
p(a)0.00
Lowerbound of 95% confidence interval for beta-0.95
Upperbound of 95% confidence interval for beta-0.31
Lowerbound of 95% confidence interval for alpha0.40
Upperbound of 95% confidence interval for alpha2.16
Treynor index (mean / b)-1.92
Jensen alpha (a)1.28
Mean1.02
SD0.60
Sharpe ratio (Glass type estimate)1.71
Sharpe ratio (Hedges UMVUE)1.70
df434
t2.20
p0.01
Lowerbound of 95% confidence interval for Sharpe Ratio0.18
Upperbound of 95% confidence interval for Sharpe Ratio3.23
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.18
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.23
Sortino ratio2.41
Upside Potential Ratio8.18
Upside part of mean3.47
Downside part of mean-2.45
Upside SD0.42
Downside SD0.42
N nonnegative terms241
N negative terms194
N of observations435
Mean of predictor0.12
Mean of criterion1.02
SD of predictor0.17
SD of criterion0.60
Covariance-0.02
r-0.18
b (slope, estimate of beta)-0.64
a (intercept, estimate of alpha)1.09
Mean Square Error0.35
DF error433
t(b)-3.84
p(b)1.00
t(a)2.39
p(a)0.01
Lowerbound of 95% confidence interval for beta-0.97
Upperbound of 95% confidence interval for beta-0.31
Lowerbound of 95% confidence interval for alpha0.20
Upperbound of 95% confidence interval for alpha1.99
Treynor index (mean / b)-1.59
Jensen alpha (a)1.09
VaR(95%)0.06
Expected Shortfall on VaR0.07
VaR(95%)0.02
Expected Shortfall on VaR0.04
Mean0.90
SD0.39
Sharpe ratio (Glass type estimate)2.28
Sharpe ratio (Hedges UMVUE)2.27
df130
t1.61
p0.43
Lowerbound of 95% confidence interval for Sharpe Ratio-0.51
Upperbound of 95% confidence interval for Sharpe Ratio5.06
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.52
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation5.05
Sortino ratio3.41
Upside Potential Ratio11.32
Upside part of mean2.99
Downside part of mean-2.09
Upside SD0.30
Downside SD0.26
N nonnegative terms77
N negative terms54
N of observations131
Mean of predictor0.20
Mean of criterion0.90
SD of predictor0.14
SD of criterion0.39
Covariance-0.00
r-0.08
b (slope, estimate of beta)-0.21
a (intercept, estimate of alpha)0.94
Mean Square Error0.16
DF error129
t(b)-0.86
p(b)0.55
t(a)1.68
p(a)0.41
Lowerbound of 95% confidence interval for beta-0.70
Upperbound of 95% confidence interval for beta0.28
Lowerbound of 95% confidence interval for alpha-0.17
Upperbound of 95% confidence interval for alpha2.05
Treynor index (mean / b)-4.23
Jensen alpha (a)0.94
Mean0.82
SD0.40
Sharpe ratio (Glass type estimate)2.08
Sharpe ratio (Hedges UMVUE)2.06
df130
t1.47
p0.44
Lowerbound of 95% confidence interval for Sharpe Ratio-0.71
Upperbound of 95% confidence interval for Sharpe Ratio4.86
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.72
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation4.85
Sortino ratio3.05
Upside Potential Ratio10.92
Upside part of mean2.95
Downside part of mean-2.12
Upside SD0.29
Downside SD0.27
N nonnegative terms77
N negative terms54
N of observations131
Mean of predictor0.19
Mean of criterion0.82
SD of predictor0.14
SD of criterion0.40
Covariance-0.00
r-0.08
b (slope, estimate of beta)-0.21
a (intercept, estimate of alpha)0.86
Mean Square Error0.16
DF error129
t(b)-0.86
p(b)0.55
t(a)1.54
p(a)0.41
Lowerbound of 95% confidence interval for beta-0.70
VAR (95 Confidence Intrvl)0.06
Upperbound of 95% confidence interval for beta0.28
Lowerbound of 95% confidence interval for alpha-0.25
Upperbound of 95% confidence interval for alpha1.97
Treynor index (mean / b)-3.86
Jensen alpha (a)0.86
VaR(95%)0.04
Expected Shortfall on VaR0.05
VaR(95%)0.02
Expected Shortfall on VaR0.03

ORDER STATISTICS

Number of observations19
Minimum0.54
Quartile 10.91
Median1.13
Quartile 31.28
Maximum1.63
Mean of quarter 10.79
Mean of quarter 21.04
Mean of quarter 31.21
Mean of quarter 41.47
Inter Quartile Range0.36
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)0.44
VaR(95%) (moments method)0.24
Expected Shortfall (moments method)0.46
Extreme Value Index (regression method)1.26
VaR(95%) (regression method)0.25
Expected Shortfall (regression method)0
Number of observations435
Minimum0.73
Quartile 10.99
Median1.00
Quartile 31.02
Maximum1.18
Mean of quarter 10.97
Mean of quarter 21.00
Mean of quarter 31.01
Mean of quarter 41.04
Inter Quartile Range0.03
Number outliers low8
Percentage of outliers low0.02
Mean of outliers low0.88
Number of outliers high14
Percentage of outliers high0.03
Mean of outliers high1.11
Extreme Value Index (moments method)0.29
VaR(95%) (moments method)0.03
Expected Shortfall (moments method)0.05
Extreme Value Index (regression method)0.10
VaR(95%) (regression method)0.03
Expected Shortfall (regression method)0.05
Number of observations131
Minimum0.94
Quartile 10.99
Median1.01
Quartile 31.02
Maximum1.06
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 low0.94
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0.04
VaR(95%) (moments method)0.03
Expected Shortfall (moments method)0.04
Extreme Value Index (regression method)-0.35
VaR(95%) (regression method)0.03
Expected Shortfall (regression method)0.04

DRAW DOWN STATISTICS

Number of observations3
Minimum0.06
Quartile 10.14
Median0.22
Quartile 30.39
Maximum0.55
Mean of quarter 10.06
Mean of quarter 20.22
Mean of quarter 30
Mean of quarter 40.55
Inter Quartile Range0.25
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 10.03
Median0.07
Quartile 30.13
Maximum0.59
Mean of quarter 10.01
Mean of quarter 20.05
Mean of quarter 30.09
Mean of quarter 40.27
Inter Quartile Range0.10
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high2
Percentage of outliers high0.11
Mean of outliers high0.44
Extreme Value Index (moments method)0.48
VaR(95%) (moments method)0.31
Expected Shortfall (moments method)0.64
Extreme Value Index (regression method)1.52
VaR(95%) (regression method)0.37
Expected Shortfall (regression method)0
Number of observations5
Minimum0.00
Quartile 10.01
Median0.02
Quartile 30.10
Maximum0.29
Mean of quarter 10.00
Mean of quarter 20.02
Mean of quarter 30.10
Mean of quarter 40.29
Inter Quartile Range0.10
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
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?-398803360
Max Equity Drawdown (num days)171
Last 4 Months - Pcnt Negative0.2%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)2.55
Compounded annual return (geometric extrapolation)1.78
Calmar ratio (compounded annual return / max draw down)3.21
Compounded annual return / average of 25% largest draw downs3.21
Compounded annual return / Expected Shortfall lognormal4.79
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)2.83
Compounded annual return (geometric extrapolation)1.85
Calmar ratio (compounded annual return / max draw down)3.14
Compounded annual return / average of 25% largest draw downs6.94
Compounded annual return / Expected Shortfall lognormal26.61
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)1.06
Compounded annual return (geometric extrapolation)1.34
Calmar ratio (compounded annual return / max draw down)4.56
Compounded annual return / average of 25% largest draw downs4.56
Compounded annual return / Expected Shortfall lognormal29.00

Trading record

Placed 942 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
MES U6short4Sep 8, 2026Sep 8, 2026$35
MES U6long4Sep 4, 2026Sep 4, 2026$220
MES U6short4Sep 4, 2026Sep 4, 2026($15)
MES U6long4Sep 3, 2026Sep 3, 2026$370
MES U6long4Sep 2, 2026Sep 2, 2026$415
MES U6long4Sep 1, 2026Sep 1, 2026$155
MES U6short4Aug 31, 2026Aug 31, 2026($50)
MES U6short4Aug 28, 2026Aug 28, 2026$630
MES U6long4Aug 28, 2026Aug 28, 2026($130)
MES U6long4Aug 27, 2026Aug 27, 2026($40)
MES U6short4Aug 25, 2026Aug 25, 2026$95
MES U6long4Aug 24, 2026Aug 24, 2026$185
MES U6short4Aug 24, 2026Aug 24, 2026($20)
MES U6long4Aug 20, 2026Aug 20, 2026($225)
MES U6short4Aug 19, 2026Aug 19, 2026$380
MES U6short4Aug 18, 2026Aug 18, 2026$30
MES U6short4Aug 14, 2026Aug 14, 2026$230
MES U6short4Aug 14, 2026Aug 14, 2026$10
MES U6long4Aug 13, 2026Aug 13, 2026$90
MES U6short4Aug 12, 2026Aug 12, 2026($300)
MES U6short4Aug 10, 2026Aug 10, 2026($115)
MES U6long4Aug 10, 2026Aug 10, 2026($355)
MES U6long4Aug 6, 2026Aug 6, 2026($35)
MES U6short4Aug 6, 2026Aug 6, 2026($315)
MES U6short4Aug 5, 2026Aug 5, 2026$575
MES U6long4Aug 3, 2026Aug 3, 2026$370
MES U6short4Jul 31, 2026Jul 31, 2026($581)
MES U6long4Jul 30, 2026Jul 30, 2026$458
MES U6long4Jul 29, 2026Jul 29, 2026$421
MES U6short4Jul 28, 2026Jul 28, 2026($858)

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.