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How to Understand AI Performance Scores

Overview​

Learn what AI scores mean and how to interpret them for trading improvement.

AI Score Breakdown​

Overall Score (0-10)​

Your comprehensive trading score:

  • 9-10: Elite trader
  • 7-8: Good trader
  • 5-6: Average performance
  • 3-4: Needs significant improvement
  • 0-2: Critical issues

Screenshot: Overall score display

Score Components​

1. Pattern Recognition Score (0-10)​

What it Measures:

  • Setup identification accuracy
  • Entry timing quality
  • Pattern success rate
  • Signal recognition

High Score Means: ✅ Identify good setups
✅ Enter at right time
✅ Recognize patterns
✅ Trade confirmation

Low Score Means: ❌ Random entries
❌ Poor timing
❌ Unclear setups
❌ Lack of system

Screenshot: Pattern score

2. Risk Management Score (0-10)​

What it Measures:

  • Position sizing discipline
  • Stop loss usage
  • Risk per trade
  • Drawdown control

High Score Means: ✅ Consistent position sizing
✅ Always use stops
✅ Controlled risk
✅ Quick recovery

Low Score Means: ❌ Inconsistent sizing
❌ No stop losses
❌ Excessive risk
❌ Large drawdowns

3. Behavioral Score (0-10)​

What it Measures:

  • Rule adherence
  • Emotional control
  • Discipline violations
  • Consistency

High Score Means: ✅ Follow rules
✅ Emotionally stable
✅ Disciplined approach
✅ Consistent execution

Low Score Means: ❌ Break rules often
❌ Emotional trading
❌ Revenge trades
❌ Inconsistent behavior

Screenshot: Behavioral score

4. Performance Score (0-10)​

What it Measures:

  • P&L results
  • Win rate
  • ROI
  • Consistency

High Score Means: ✅ Profitable trading
✅ Good win rate
✅ Positive ROI
✅ Consistent results

Low Score Means: ❌ Losing money
❌ Low win rate
❌ Negative ROI
❌ Erratic results

Score Calculation​

Weighted Formula​

Overall Score = 
  Pattern (25%) + 
  Risk (30%) + 
  Behavioral (25%) + 
  Performance (20%)

Risk Management weighted highest!

Screenshot: Score weights

Score Ranges Explained​

Elite (9-10)​

🏆 Top 5% of traders
🏆 Exceptional discipline
🏆 Consistent profitability
🏆 Mastered risk management
🏆 Role model for others

Good (7-8)​

👍 Above average
👍 Solid foundation
👍 Room for optimization
👍 Generally profitable
👍 Minor improvements needed

Average (5-6)​

📊 Middle of the pack
📊 Inconsistent results
📊 Major improvements possible
📊 Need focused work
📊 Breakeven or small profit

Needs Work (3-4)​

⚠️ Below average
⚠️ Significant issues
⚠️ Losing money
⚠️ Poor discipline
⚠️ Immediate action required

Critical (0-2)​

🚨 Bottom 10%
🚨 Major problems
🚨 Large losses
🚨 No system
🚨 Stop and reassess

Screenshot: Score ranges

Track Over Time​

  • Monthly scores
  • Improvement trajectory
  • Plateau periods
  • Decline alerts

Goal: Upward trend

Screenshot: Score trends

Sub-Scores​

Drill Down​

Each main score has sub-scores:

Pattern Recognition:

  • Entry timing: 8/10
  • Setup quality: 7/10
  • Signal confirmation: 9/10

Risk Management:

  • Position sizing: 6/10
  • Stop loss: 9/10
  • Drawdown: 7/10

Screenshot: Sub-scores

What Affects Scores​

Positive Factors​

✅ Following trading plan
✅ Consistent risk management
✅ Profitable trades
✅ Rule adherence
✅ Good setups
✅ Emotional control

Negative Factors​

❌ Breaking rules
❌ No stop losses
❌ Revenge trading
❌ Oversized positions
❌ Random entries
❌ Emotional decisions

Score vs Reality​

Important Notes​

💡 Score is a guide, not gospel
💡 Context matters
💡 Market conditions vary
💡 Use with other metrics
💡 Focus on improvement

Improving Your Scores​

Action Steps by Score​

For Pattern Score:

  • Study setups more
  • Wait for confirmation
  • Trade fewer, better setups
  • Journal entries

For Risk Score:

  • Always use stop loss
  • Fix position sizing
  • Calculate risk beforehand
  • Track risk metrics

For Behavioral Score:

  • Follow all rules
  • No emotional trades
  • Use checklist
  • Track violations

For Performance Score:

  • Improve other 3 scores
  • Results will follow
  • Focus on process
  • Be patient

Screenshot: Improvement tips

Benchmark Comparisons​

How You Rank​

Compare to:

  • All users (anonymous)
  • Your experience level
  • Your strategy type
  • Time period

Motivation: See where you stand

Quick Tips​

  • Don't obsess over scores
  • Focus on trends
  • Improve lowest score first
  • Celebrate improvements
  • Use as learning tool
  • Review monthly

Next Steps​

Troubleshooting​

Score seems wrong? Check data quality
Not updating? Generate new analysis
Too low? Review recommendations
Questions? Check detailed breakdown
Need help? Contact support@tradelyser.com