Heiken-Ashi T3 by @DaviddTech 🤖 [2c048134]
🛡️ HAT3 NEARUSDT 1H 04.06
@bunie33
⌛1 hour
⚪️ Deep Backtest
Last updated: 58 minutes agoTrades per Day
Key Performance Metrics
- First Traded Date: 2021-11-13 09:00:00
- Sharpe Ratio: 0.68
- Sortino Ratio: 3.17
- Calmar: -3.72
- Longest DD Days: 20.00
- Volatility: 0.35
- Skew: 2.95
- Kurtosis: 11.56
- Expected Daily: 0.00
- Expected Monthly: 0.10
- Expected Yearly: 1.18
- Kelly Criterion: 23.31
- Daily Value-at-Risk: -0.02
- Expected Shortfall (cVaR): -0.02
- Last Trade Date: 2024-12-08 08:00:00
- Max Consecutive Wins: 5
- Number Winning Trades 88
- Max Consecutive Losses: 6
- Number Losing Trades: 125
- Gain/Pain Ratio: -3.72
- Gain/Pain (1M): 2.29
- Payoff Ratio: 3.26
- Common Sense Ratio: 2.29
- Tail Ratio: 2.71
- Outlier Win Ratio: 4.33
- Outlier Loss Ratio: 0.00
- Recovery Factor: 0.00
- Ulcer Index: 0.00
- Serenity Index: 10.14
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 | 988.43 |
Cumulative Annual Growth Rate (CAGR) | 32% |
Sharpe Ratio | 0.675 |
Sortino Ratio | 3.168 |
Profit Factor | 2.351 |
Maximum Drawdown | -29.87% |
Volatility (Annualized) | 35% |
The strategy demonstrates a respectable net profit of 988.43, underpinned by a strong profit factor of 2.351, indicating that for every dollar lost, more than two are gained. The Sharpe Ratio of 0.675 exceeds the 0.5 threshold, reflecting commendable risk-adjusted returns. Meanwhile, the drawdown, at 29.87%, is well below the 40% benchmark, suggesting robust risk management despite a moderate level of volatility.
Strategy Viability
The strategy appears viable for real-world trading, particularly given its solid profit factor and relatively high Sharpe Ratio. It showcases consistent gains and maintains a favorable gain/pain ratio of 2.29. While trading cryptocurrencies, market conditions can be unpredictable, yet this strategy's performance under such volatility is promising. Its compatibility with current market dynamics could imply sustained success if similar conditions persist.
Risk Management
Risk management within the strategy is tangibly effective, as demonstrated by the modest maximum drawdown and absence of margin calls. However, further enhancing risk controls could involve:
- Implementing more adaptive position-sizing tactics based on evolving market volatility.
- Enhancing stop-loss strategies to safeguard against unpredictable market swings.
Improvement Suggestions
To augment the strategy's efficacy and extend its viability, consider the following enhancements:
- Reduce leverage to decrease max drawdowns, thus fortifying against potential downturns.
- Explore additional technical indicators to optimize entry and exit timings.
- Perform thorough backtesting across different market cycles to further validate strength and adaptability.
- Leverage advanced risk assessment tools, such as stress testing, to preempt future risk scenarios.
Final Opinion
In summary, the strategy exhibits commendable performance characterized by strong returns and admirable risk management. The profitability metrics and healthy Sharpe and Sortino ratios highlight its potential for real-world application. While improvements are suggested for enhanced risk management and parameter optimization, the existing framework is already sound.
Recommendation: Proceed with confidence while incorporating recommended improvements for robustness. Continued vigilance and moderate refinement can ensure that this strategy remains a valuable component of a diversified crypto trading portfolio.
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2025 | Login to see results | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
2024 | -1.83% | -5.32% | 18.36% | 13.62% | 0.79% | 7.23% | Login to see results | Login to see results | Login to see results | Login to see results | Login to see results | Login to see results |
2023 | 17.51% | -0.38% | 11.83% | -4.23% | 1.84% | 8.06% | 8.41% | 1.91% | -0.61% | 5.86% | 22.15% | 29.00% |
2022 | 14.02% | 11.23% | 1.85% | 1.10% | 41.43% | 9.13% | 0.52% | 8.59% | -0.48% | 1.15% | 13.01% | 6.95% |
2021 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -1.14% | -8.30% |
Live Trades Stats
NEAR
Base Currency
35
Number of Trades
38.25%
Cumulative Returns
45.71%
Win Rate
2024-06-04
🟠 Incubation started
🛡️
7 Days
0%
30 Days
14.43%
90 Days
List of Trades
Key : Pink Background = Live Trades | Black Background = Backtest Trades
All USD | All % | Long USD | Long % | Short USD | Short % | |
---|---|---|---|---|---|---|
Net Profit | 678.28 USD | 678.28 | 502.75 USD | 502.75 | 175.53 USD | 175.53 |
Gross Profit | 1,117.41 | 1,117.41 | 713.13 | 713.13 | 404.28 | 404.28 |
Gross Loss | 439.13 | 439.13 | 210.38 | 210.38 | 228.75 | 228.75 |
Max Run-up | 730.33 | 90.27 | ||||
Max Drawdown | 70.35 | 29.87 | ||||
Buy & Hold Return | −35.15 | −35.15 | ||||
Sharpe Ratio | 0.644 | |||||
Sortino Ratio | 3.175 | |||||
Profit Factor | 2.545 | 3.39 | 1.767 | |||
Max Contracts Held | 202 | 172 | 202 | |||
Open PL | 2.47 | 0.32 | ||||
Commission Paid | 16.42 | 8.37 | 8.05 | |||
Total Closed Trades | 180 | 90 | 90 | |||
Total Open Trades | 1 | 1 | 0 | |||
Number Winning Trades | 73 | 31 | 42 | |||
Number Losing Trades | 107 | 59 | 48 | |||
Percent Profitable | 40.56 | 34.44 | 46.67 | |||
Avg Trade | 3.77 | 3.38 | 5.59 | 3.88 | 1.95 | 2.88 |
Avg Winning Trade | 15.31 | 14.34 | 23.00 | 17.98 | 9.63 | 11.65 |
Avg Losing Trade | 4.10 | 4.09 | 3.57 | 3.53 | 4.77 | 4.79 |
Ratio Avg Win / Avg Loss | 3.73 | 6.451 | 2.02 | |||
Largest Winning Trade | 118.02 | 69.64 | 118.02 | 69.64 | 38.44 | 48.65 |
Largest Losing Trade | 20.18 | 16.26 | 20.18 | 16.26 | 19.78 | 16.10 |
Avg # Bars in Trades | 112 | 108 | 116 | |||
Avg # Bars in Winning Trades | 195 | 203 | 189 | |||
Avg # Bars in Losing Trades | 56 | 58 | 53 | |||
Margin Calls | 0 | 0 | 0 |
All USD | All % | Long USD | Long % | Short USD | Short % | |
---|---|---|---|---|---|---|
Net Profit | 988.43 USD | 988.43 | 680.87 USD | 680.87 | 307.56 USD | 307.56 |
Gross Profit | 1,720.11 | 1,720.11 | 1,055.98 | 1,055.98 | 664.13 | 664.13 |
Gross Loss | 731.68 | 731.68 | 375.11 | 375.11 | 356.57 | 356.57 |
Max Run-up | 1,110.54 | 93.38 | ||||
Max Drawdown | 114.13 | 29.87 | ||||
Buy & Hold Return | −42.76 | −42.76 | ||||
Sharpe Ratio | 0.675 | |||||
Sortino Ratio | 3.168 | |||||
Profit Factor | 2.351 | 2.815 | 1.863 | |||
Max Contracts Held | 202 | 172 | 202 | |||
Open PL | 39.94 | 3.67 | ||||
Commission Paid | 25.19 | 13.03 | 12.16 | |||
Total Closed Trades | 213 | 107 | 106 | |||
Total Open Trades | 1 | 0 | 1 | |||
Number Winning Trades | 88 | 36 | 52 | |||
Number Losing Trades | 125 | 71 | 54 | |||
Percent Profitable | 41.31 | 33.64 | 49.06 | |||
Avg Trade | 4.64 | 3.37 | 6.36 | 3.85 | 2.90 | 2.89 |
Avg Winning Trade | 19.55 | 14.16 | 29.33 | 18.55 | 12.77 | 11.11 |
Avg Losing Trade | 5.85 | 4.22 | 5.28 | 3.60 | 6.60 | 5.04 |
Ratio Avg Win / Avg Loss | 3.339 | 5.552 | 1.934 | |||
Largest Winning Trade | 130.38 | 69.64 | 130.38 | 69.64 | 77.85 | 48.65 |
Largest Losing Trade | 34.35 | 16.26 | 32.88 | 16.26 | 34.35 | 16.10 |
Avg # Bars in Trades | 115 | 112 | 118 | |||
Avg # Bars in Winning Trades | 196 | 209 | 186 | |||
Avg # Bars in Losing Trades | 58 | 63 | 52 | |||
Margin Calls | 0 | 0 | 0 |
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