How to Read PipReaper Signals: Confidence Scores and Trade Parameters

Anatomy of a PipReaper Signal

Each signal generated by PipReaper contains the following components:

1. Direction (BUY / SELL)

The recommended trade direction based on the AI's analysis of current conditions.

2. Currency Pair

Which pair the signal applies to (e.g., EUR/USD, GBP/JPY).

3. Confidence Score (0-100%)

This is the AI's estimated probability that the trade will hit its profit target. Higher scores indicate stronger confluence of technical factors.

• 80-100%: Strong signal — multiple models agree, strong trend alignment
• 60-79%: Moderate signal — good setup with some conflicting factors
• Below 60%: Typically filtered out (configurable threshold)

4. Entry Price

The suggested entry price. Market orders execute immediately at current price; limit orders wait for the price to reach the specified level.

5. Stop Loss

The price level where the trade will be closed to limit losses. Calculated based on technical levels and ATR volatility.

6. Take Profit

The target price for closing in profit. Set at technically significant levels with achievable risk-reward ratios.

7. Risk-Reward Ratio

The ratio between potential loss and potential gain. PipReaper targets a minimum of 1:1.5, with an average around 1:2.

8. Model Attribution

Which AI model generated the signal (Trend, Range, or Volatility) and the current market regime classification.

Best Practices for Signal Utilisation

• Don't cherry-pick: Taking all signals above your threshold gives the best long-term results
• Respect the stop loss: Never move it further away
• Log your results: Track which signal types perform best for your account