CASCADE DCA - Spot Long Strategy by neurodoc
By neurodoc
Performance Metrics
- Author: neurodoc
- Symbol: BINANCE:1000BONKUSDT.P
- Timeframe: 1 hour
- Win Rate: 77.0%
- Profit Factor: 12.381
Description
# CASCADE DCA 🌊 — Spot Long Strategy### Intelligent accumulation with dynamic exits. No RSI. No guesswork.---## What is CASCADE DCA?Most DCA strategies buy blindly at fixed intervals. CASCADE DCA is different — it only buys when the price is **consolidating at support**, not in free fall. It scales in with increasing position sizes as price drops, then exits when the bullish impulse is fully exhausted.The result: high win rates, low drawdowns, and exits timed to capture the full bounce — not just the first tick of recovery.---## How It Works### 🟢 Entry Logic — The "Scouting Entry"The first buy is intentionally small (configurable, default $5). It fires when price drops a defined % from a recent swing high **and** lands in a consolidation zone. Think of it as placing a sensor, not a bet.If price keeps falling, the strategy scales in with progressively larger positions at deeper levels — but only when price consolidates again. It never buys into a free fall.### 📉 DCA Levels — Mathematical ProgressionDrop distances follow a user-defined formula. You set the first DCA drop % and choose the progression type:- **Linear (+)**: each level adds a fixed increment → 50% / 60% / 70% / 80%...- **Geometric (×)**: each level multiplies → 50% / 65% / 84.5% / 109.8%...Position sizes grow with each level (configurable multiplier), with a hard **safety cap** to prevent oversizing accidents.### 🔲 Consolidation Filter — The Key DifferentiatorEvery buy — initial and DCA — requires the price to be in a **lateral zone**, detected by two independent indicators:- **BBW** (Bollinger Band Width): narrow bands = price coiling = consolidation- **ADX**: low values = no directional trend = sideways marketYou can require either condition (permissive) or both simultaneously (strict mode).### 💨 Exit Engine — VWM (Volume-Weighted Momentum)This is the original indicator at the heart of CASCADE DCA. **No RSI used.****Formula:**```ROC = Rate of Change of price (n bars)rVol = current volume / average volumeVWM = EMA( ROC × rVol , smoothing )```**Interpretation:**- VWM > 0 and rising → impulse building → **HOLD**- VWM > 0 and falling for N consecutive bars → impulse dying → **EXIT**The exit only fires when the position is already profitable (configurable minimum). This prevents closing at a loss during post-entry noise.An optional **Supertrend safety exit** catches sudden reversals that VWM might take longer to detect.---## DashboardA full real-time control panel shows:- **Active DCA level** and total USD deployed- **Average cost**, entry price, open P&L %- **Open P&L USD**, closed P&L, and **Total P&L** (matches backtest exactly)- Live VWM score and impulse status- Lateral zone confirmation (BBW + ADX)- Supertrend direction- Full DCA schedule with drop %, trigger prices, and USD amounts — with ✓ for filled levels and ► for the next pending level---## Backtest Results (1H, Binance Spot Perpetuals)| Pair | Period | Win Rate | Profit Factor | Total PnL||--------------------|---------------|--------------|-----------------|------------|| 1000RATSUSDT | 18 months | **93.59%** | 1.87 | +$26.65 || AIOTUSDT | 13 months | **89.71%** | **23.97** | +$816.92 || ACXUSDT | 16 months | 80.00% | **9.54** | +$131.55 || ACTUSDT | 14 months | 85.19% | 2.47 | +$75.79 || 1000MOGUSDT | 17 months | 82.22% | 5.11 | +$72.19 || ACEUSDT | 15 months | 76.00% | 2.51 | +$25.38 || AEROUSDT | 14 months | 82.50% | 2.55 | +$46.95 || ACHUSDT | 15 months | 85.71% | 3.16 | +$14.08 |> ⚠️ *Past performance does not guarantee future results. Always backtest on the specific pair and timeframe before live trading.*---## Recommended Settings (Starting Point)| Parameter | Value | Notes ||---------------------------|----------------|---------------------------------------|| Base USD | $5 | Small scouting entry || Amount Increment | 10× | Scales fast — use the cap || Max USD Cap | $200 | Hard safety ceiling per level || Initial drop | 5% | From recent swing high || First DCA drop | 50% | From initial entry price || Progression | Linear +10% | Predictable spacing || DCA Levels | 9 | Red of safety — most never fire || Min profit to exit | 2% | Avoids exiting at a loss || Supertrend exit | ON | Safety net for sudden reversals |---## Best Use Cases- ✅ Mid-cap altcoins on 1H timeframe (XXX/USDT spot)- ✅ Markets that have already experienced a significant correction- ✅ Pairs with volume — the VWM engine requires real volume data- ❌ Do NOT use during sustained bear markets with no consolidation- ❌ Do NOT use on illiquid pairs with manipulated volume---## Why No RSI?RSI is a great indicator. It's also in roughly 80% of all published TradingView strategies. The VWM (Volume-Weighted Momentum) was designed specifically to measure impulse exhaustion using price velocity amplified by volume conviction — giving you a more dynamic read of when a rally is truly running out of steam, not just when price is "overbought" by a fixed threshold.---## Parameters Guide**💰 DCA Amounts**- `Base Amount`: USD invested on the initial scouting entry- `Amount Increment`: Multiplier per level. Level 0 = Base×1, Level 1 = Base×1.5, etc.- `Max USD Cap`: Hard ceiling — no single level can exceed this amount. **Always set this first.****📉 DCA Drop Progression**- `Initial Entry drop %`: How far below the recent swing high to open the first position- `First DCA drop %`: The anchor of the progression formula (measured from initial entry)- `Progression Type`: Linear or Geometric spacing between levels- `Linear Increment / Geometric Multiplier`: Controls how fast levels spread apart**🔲 Lateral Zone Detection**- `BBW threshold`: Lower = stricter consolidation requirement- `ADX threshold`: Lower = stricter no-trend requirement- `Require BOTH`: AND mode for strictest filtering**🚀 Exit — VWM**- `Min profit %`: Position must be profitable before exit can fire- `Decay bars`: Consecutive bars of VWM decline needed to trigger exit- `Supertrend exit`: Additional safety exit on trend reversal---*Built with 10 years of algorithmic trading experience. Designed for spot markets. Long only.**The VWM indicator is original to this strategy.*Release NotesCASCADE DCA 50: Precision Average-Down StrategyThe CASCADE DCA 50 is a professional-grade automated trading strategy designed for high-frequency, long-term accumulation using a structured Dollar Cost Averaging (DCA) approach. This version introduces a robust 50-level escalation system, providing maximum flexibility and precision in volatile market conditions.Key Features:50-Level Escalation: Dynamically manages up to 50 DCA positions to ensure optimized entry pricing. The strategy intelligently scales exposure based on predefined market conditions.Dynamic Break-Even Engine: A custom-built profit protection layer. Once an active position moves into profit, the strategy triggers an automated "Break-Even" exit if the price reverts, protecting the initial capital and realized gains from turning into losses.Smart Profit Taking: Features a calculated Take Profit target that works in tandem with the average price of all open positions, maximizing efficiency during trend reversals.Lateral Filter: Integrated market-state detection to avoid entering trades during unstable or non-trending phases, ensuring entries are only made when the established technical criteria are met.Optimized Risk Management: By combining a granular entry system with automatic safety exits, the strategy maintains a high success rate while keeping the maximum drawdown within controlled parameters.