hybrid
Adaptive Grid Bot
Adaptive Grid Bot creates a grid of buy and sell orders at regular intervals, automatically adjusting the grid spacing and position sizes based on current market volatility. Unlike traditional grid bots, this system uses machine learning to detect market regime changes and adapts its parameters accordingly.
68%
Win Rate
2.5
Sharpe Ratio
Medium
Risk Level
Minutes to days (continuous)
Avg Hold
Strategy Overview
TimeframesContinuous
Ideal MarketRange-bound to moderately trending
Min Capital$10,000
Avg Hold TimeMinutes to days (continuous)
Strategy Parameters
Grid Levels10-30
Number of buy/sell levels
Grid Spacing0.3-1.5%
Dynamic based on ATR
Range Width±5-15%
Total grid coverage from entry
Regime DetectionML-based
Automatic volatility regime classification
Entry Signals
Grid level reached (buy/sell trigger)
Regime change detected (adjust parameters)
Volatility expansion (widen grid)
Trend detection (bias grid direction)
Advantages
- High win rate per trade
- Works well in ranging markets
- Automatic DCA effect
- Consistent small profits
Risks to Consider
- Sustained trends can cause inventory buildup
- Capital locked in grid positions
- Requires constant rebalancing
- Exchange fee accumulation
Important Risk Information
Past performance does not guarantee future results. All trading strategies involve risk, and you may lose some or all of your invested capital. The win rates and Sharpe ratios shown are based on backtesting from 2015-2024 and may not reflect future performance. Always use proper position sizing and risk management.