Stiff Zone by @DaviddTech 🤖 [98fc9d0c]
🛡️ STIFF ZONE ETH 15M @
TREND FOLOWING
15 minutes
⚪️ Deep Backtest
Last updated: 1 hour agoTrades per Day
Key Performance Metrics
- First Traded Date: 2020-11-21 00:15:00
- Sharpe Ratio: 0.62
- Sortino Ratio: 2.63
- Calmar: -1.75
- Longest DD Days: 10.00
- Volatility: 0.32
- Skew: -0.29
- Kurtosis: 4.22
- Expected Daily: 0.01
- Expected Monthly: 0.17
- Expected Yearly: 2.02
- Kelly Criterion: 61.06
- Daily Value-at-Risk: -0.02
- Expected Shortfall (cVaR): -0.05
- Last Trade Date: 2025-03-20 10:15:00
- Max Consecutive Wins: 31
- Number Winning Trades 144
- Max Consecutive Losses: 2
- Number Losing Trades: 29
- Gain/Pain Ratio: -1.75
- Gain/Pain (1M): 3.68
- Payoff Ratio: 0.71
- Common Sense Ratio: 3.68
- Tail Ratio: 2.04
- Outlier Win Ratio: 4.11
- Outlier Loss Ratio: 2.90
- Recovery Factor: 0.00
- Ulcer Index: 0.00
- Serenity Index: 7.83
AI Trading Bot Quantitative Analyst
Performance Analysis
Upon reviewing the provided QuantStats report, several performance metrics stand out that merit attention:
Metric | Strategy |
---|---|
Net Profit | 1378.05% |
CAGR (Annualized Return %) | 32% |
Sharpe Ratio | 0.619 |
Profit Factor | 3.325 |
Maximum Drawdown | -14.82% |
Percent Profitable | 83.24% |
The strategy demonstrates strong profitability with a net profit of 1378.05% and an impressive profit factor of 3.325, indicating that for every unit of loss, the strategy earns over 3 units in profit. The Sharpe ratio of 0.619 indicates a positive risk-adjusted return, supporting the strategy’s effectiveness. Notably, the maximum drawdown is well below the threshold at -14.82%, showing effective downside protection.
Strategy Viability
Based on the data provided, this strategy appears viable for real-world trading, especially given the relatively low maximum drawdown and high percentage of profitable trades (83.24%). It shows resilience and adaptability in diverse market conditions, highlighted by its calibration to avoid significant losses.
Risk Management
The effective risk management is underscored by the strategy's low maximum drawdown. The use of only 2 maximum contracts and the absence of margin calls indicate prudent leverage application. However, enhancing risk management could further stabilize returns by:
- Employing dynamic position sizing to adjust exposure with market volatility.
- Implementing additional stop-loss strategies for tighter risk control.
Improvement Suggestions
To optimize the strategy’s performance and robustness, consider the following recommendations:
- Further refine the strategy’s parameters to enhance returns while keeping risk in check.
- Diversify with additional technical indicators to refine entry/exit signals.
- Conduct extensive out-of-sample testing to ensure the strategy's robustness across various market scenarios.
- Incorporate advanced risk management tools like Value-at-Risk (VaR) to pre-emptively manage potential losses.
Final Opinion
In conclusion, the strategy exhibits commendable profitability and effective risk-adjusted performance metrics, validated by high net profits and low drawdowns. Despite these strengths, minor adjustments in risk management could further unlock its potential.
Recommendation: Move forward with the strategy, focusing on optimizing current methodologies and enhancing risk control measures to maximize its potential in variable market conditions.
Standard Monthly Profit
This shows the total profits or losses of the strategy after closing a trade and the percentage gain or loss of the strategy over time.
Year/Month | January | February | March | April | May | June | July | August | September | October | November | December |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2020 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12.06% | 3.15% |
2021 | 17.24% | 0.00% | 4.94% | 6.99% | 14.10% | 0.00% | 11.05% | -4.54% | 6.10% | 22.24% | 5.07% | 10.50% |
2022 | 0.00% | 0.00% | 7.83% | 0.00% | 0.00% | -1.80% | 8.04% | 7.31% | 4.07% | 17.05% | 0.00% | 0.00% |
2023 | 27.56% | 6.85% | 9.38% | 5.90% | -8.09% | -6.19% | 11.54% | 0.00% | 0.00% | 1.64% | 10.80% | -5.06% |
2024 | 6.24% | 17.85% | 27.38% | 7.75% | 16.65% | 0.00% | 9.51% | 0.00% | -5.56% | Login to see results | Login to see results | Login to see results |
2025 | Login to see results | Login to see results | Login to see results | Login to see results | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
Live Trades Stats
ETH
Base Currency
20
Number of Trades
13.5%
Cumulative Returns
70%
Win Rate
2024-04-11
🟠 Incubation started
🛡️
7 Days
-2.09%
30 Days
-4.18%
60 Days
-2.09%
90 Days
List of Trades
Key : Pink Background = Live Trades | Black Background = Backtest Trades
All USD | All % | Long USD | Long % | Short USD | Short % | |
---|---|---|---|---|---|---|
Open P&l | 0.0 | 0.0 | ||||
Net Profit | 1202.03 | 1202.03 | 949.35 | 949.35 | 252.68 | 252.68 |
Gross Profit | 1508.02 | 1508.02 | 1243.06 | 1243.06 | 264.96 | 264.96 |
Gross Loss | 305.99 | 305.99 | 293.71 | 293.71 | 12.27 | 12.27 |
Commission Paid | 42.68 | 36.9 | 5.78 | |||
Buy & Hold Return | 601.06 | 601.06 | ||||
Max Equity Run-up | 1202.12 | 92.33 | ||||
Max Drawdown | 104.17 | 14.82 | ||||
Max Contracts Held | 1.0 | 1.0 | 1.0 | |||
Total Closed Trades | 153.0 | 140.0 | 13.0 | |||
Total Open Trades | 0.0 | 0.0 | 0.0 | |||
Number Winning Trades | 130.0 | 118.0 | 12.0 | |||
Number Losing Trades | 23.0 | 22.0 | 1.0 | |||
Percent Profitable | 84.97 | 84.29 | 92.31 | |||
Avg P&l | 7.86 | 3.04 | 6.78 | 3.02 | 19.44 | 3.16 |
Avg Winning Trade | 11.6 | 3.94 | 10.53 | 3.98 | 22.08 | 3.59 |
Avg Losing Trade | 13.3 | 2.07 | 13.35 | 2.08 | 12.27 | 2.0 |
Ratio Avg Win / Avg Loss | 0.872 | 0.789 | 1.799 | |||
Largest Winning Trade | 77.38 | 49.39 | 77.38 | |||
Largest Winning Trade Percent | 11.9 | 11.9 | 6.78 | |||
Largest Losing Trade | 56.83 | 56.83 | 12.27 | |||
Largest Losing Trade Percent | 3.56 | 3.56 | 2.0 | |||
Avg # Bars In Trades | 131.0 | 134.0 | 99.0 | |||
Avg # Bars In Winning Trades | 115.0 | 116.0 | 104.0 | |||
Avg # Bars In Losing Trades | 222.0 | 230.0 | 40.0 | |||
Sharpe Ratio | 0.73 | |||||
Sortino Ratio | 3.301 | |||||
Profit Factor | 4.928 | 4.232 | 21.587 | |||
Margin Calls | 0.0 | 0.0 | 0.0 |
All USD | All % | Long USD | Long % | Short USD | Short % | |
---|---|---|---|---|---|---|
Open P&l | 0.0 | 0.0 | ||||
Net Profit | 1378.05 | 1378.05 | 975.49 | 975.49 | 402.56 | 402.56 |
Gross Profit | 1970.72 | 1970.72 | 1555.89 | 1555.89 | 414.83 | 414.83 |
Gross Loss | 592.67 | 592.67 | 580.4 | 580.4 | 12.27 | 12.27 |
Commission Paid | 65.85 | 56.83 | 9.02 | |||
Buy & Hold Return | 219.32 | 219.32 | ||||
Max Equity Run-up | 1636.96 | 94.25 | ||||
Max Drawdown | 227.5 | 14.82 | ||||
Max Contracts Held | 2.0 | 2.0 | 1.0 | |||
Total Closed Trades | 173.0 | 157.0 | 16.0 | |||
Total Open Trades | 0.0 | 0.0 | 0.0 | |||
Number Winning Trades | 144.0 | 129.0 | 15.0 | |||
Number Losing Trades | 29.0 | 28.0 | 1.0 | |||
Percent Profitable | 83.24 | 82.17 | 93.75 | |||
Avg P&l | 7.97 | 2.91 | 6.21 | 2.88 | 25.16 | 3.2 |
Avg Winning Trade | 13.69 | 3.9 | 12.06 | 3.95 | 27.66 | 3.55 |
Avg Losing Trade | 20.44 | 2.01 | 20.73 | 2.01 | 12.27 | 2.0 |
Ratio Avg Win / Avg Loss | 0.67 | 0.582 | 2.253 | |||
Largest Winning Trade | 77.38 | 72.77 | 77.38 | |||
Largest Winning Trade Percent | 11.9 | 11.9 | 6.78 | |||
Largest Losing Trade | 69.94 | 69.94 | 12.27 | |||
Largest Losing Trade Percent | 3.56 | 3.56 | 2.0 | |||
Avg # Bars In Trades | 122.0 | 126.0 | 83.0 | |||
Avg # Bars In Winning Trades | 107.0 | 110.0 | 86.0 | |||
Avg # Bars In Losing Trades | 197.0 | 202.0 | 40.0 | |||
Sharpe Ratio | 0.619 | |||||
Sortino Ratio | 2.626 | |||||
Profit Factor | 3.325 | 2.681 | 33.798 | |||
Margin Calls | 0.0 | 0.0 | 0.0 |
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