StefBot ML Trading System for SP500

StefBot ML Trading System for SP500

StefBot Adaptive ML Trading System — Intelligent S&P 500 Trading

StefBot is an adaptive Expert Advisor for the US500 (S&P 500 Index) on M15 that learns from its own trades using a built-in machine learning database. Unlike static trading robots, StefBot continuously improves its entry decisions based on real market experience.

No Martingale. No Grid. No Hedging. No Dangerous Strategies.

BACKTEST RESULTS (2020-2026, US500 M15, 3000 EUR, 1:30 Leverage)

  Profit Factor: 3.76

  Net Profit: 18,228 EUR (+607%)

  Win Rate: 76.44%

  Sharpe Ratio: 28.97

  Max Drawdown: 7.77%

  Total Trades: 225

  Max Consecutive Wins: 29

HOW IT WORKS

StefBot analyzes the market on three timeframes simultaneously:

  H4 — Detects the current market phase automatically (volatility, trend, sideways)

  H1 — Determines trend direction using a proprietary MACD filter system

  M15 — Precise entry and exit signals with a dynamic SMA system

Only when all three timeframes align and the ML system gives the green light, a trade is opened.

ADAPTIVE ML SYSTEM — The Bot That Learns

What makes StefBot unique: it learns from every single trade.

  Intelligent Entry Filtering

  Before every trade, the bot compares the current market situation with hundreds of past trades in its database. Only when similar situations were profitable in the past, the trade is opened.

  Automatic Parameter Adaptation

  The bot regularly analyzes its own performance and adjusts stop loss and trailing stop per market phase — with built-in overfitting protection that prevents parameters from being pushed to their limits.

  Missed Opportunity Detection

  The bot also tracks trades it did NOT take. If too many good opportunities are being filtered out, it adjusts its filters automatically.

SAFETY FEATURES

  SL Cooldown: Automatic pause after losses — no blind re-entry

  Session Filter: Trades only during active market hours

  Friday Cutoff: Closes all positions before the weekend

  VIX Filter: Blocks risky trades during high market fear

  Protective Exits: Losing trades are closed early before the full stop loss is reached

RISK MANAGEMENT

  ATR-based position sizing with configurable risk per trade

  Partial profit taking at first target with automatic breakeven stop

  Dynamic trailing stop protects running profits

  Multiple independent protection mechanisms prevent large losses

HOW TO ACTIVATE THE VIX FILTER

For optimal results, the VIX symbol must be in your MarketWatch:

  1. Open MarketWatch (Ctrl+M)

  2. Right-click and select "Symbols"

  3. Search for "VIX" and click "Show"

  4. Start StefBot — it detects VIX automatically

  5. Check Experts tab: "VIX Filter: ON"

If VIX is not available at your broker, the EA still works — just without the VIX safety filter.

TRAINING YOUR BOT — REQUIRED BEFORE LIVE TRADING

StefBot needs to build its ML database before it can make intelligent decisions.

  Step 1: Training

  Open Strategy Tester — US500, M15, Every Tick

  Run 10-15 backtests on different time periods

  (e.g. 2020-2023, 2021-2024, 2022-2025, 2023-2026)

  Each run fills the database — the bot gets smarter with every run

  Step 2: Verify

  Check Experts tab: "ML Entry: Cache loaded | XXXX Trades" with 1000+ trades

  Step 3: Go Live

  Attach to US500 M15 chart — the bot uses the trained database immediately

  It continues learning from every live trade

  Typical training results:

  After 1-2 runs: Profit Factor 1.5-1.8

  After 5-7 runs: Profit Factor 2.0-2.5

  After 10-15 runs: Profit Factor 3.0+

SETUP

  Symbol: US500 (S&P 500 CFD)

  Timeframe: M15

  Minimum Deposit: 500 USD (recommended 1000+ USD)

  Leverage: Works with any leverage

  Account Type: Hedging

  Compatible with any broker offering US500/SPX500

IMPORTANT DISCLAIMER

Past performance does not guarantee future results. Trading involves substantial risk of loss. This EA is a tool, not financial advice. Always test on a demo account first.

SUPPORT

Contact me after purchase for setup instructions and recommended settings.

Developed by Ikarus Trading Labs