Deep Signal Trade Analyzer

Data-Driven Trade Optimization

• Quantifies real trade behavior using MFE/MAE analytics
• Identifies optimal stop-loss and take-profit zones
• Measures risk/reward efficiency mathematically
• Detects whether trades need room or favor tight management
• Highlights trade archetypes for smarter execution
• Replaces emotion with evidence
• Can be integrated into custom strategy or stand-alone indicator

Analysis Plots & Performance Insights

Compact visual tools that reveal risk, opportunity, and trade behavior.

• MFE distribution (favorable excursion profile) and key percentiles (Median, P95)
• MAE distribution (drawdown profile) and key percentiles (Median, P5)
• MFE vs MAE scatter with correlation (do winners require pain?)
• Risk/Opportunity frontier curves (best balance points between reward and drawdown)
• Knee-point detection for optimal stop distance and realistic target levels
• Ordering analysis: MFE-first vs MAE-first vs ties (profit first or pain first)
• Trailing suitability indicators (does trailing capture more edge?)
• TP/SL feasibility heatmap (expected value zones by target/stop combinations)
• Cluster visualization to separate trade archetypes (fast winners, needs room, noise, strong edge)

Turn historical trades into repeatable decisions.

Summary Intelligence Dashboard

The summary report condenses your trade history into clear metrics. Instantly validate edge, realistic targets, and risk boundaries.

• Directional win rate — Confirms whether your strategy truly has an edge long vs short.
• Trade sample size — Validates statistical reliability before making decisions.
• Typical profit behavior — Shows realistic upside per trade.
• Typical drawdown behavior — Defines normal stop expectations.
• Profit ceiling & risk floor — Realistic best-case and worst-case bounds.
• Profit-first vs pain-first breakdown — Reveals how trades actually unfold.
• Trailing suitability score — Indicates whether trailing improves results.
• Optimal stop & target knees — Data-driven baselines for risk and reward.
• Best TP/SL zones by expectancy — Identifies the combinations that actually pay.
• Trade cluster archetypes — Separates strong signals from noise.