📊 Signal Performance Analytics

Win rates, factor contribution, signal history, weight evolution, AI sentiment, risk-adjusted metrics, P&L distribution, factor IC tracking, and signal aging

Win Rate
Factor Contribution
Signal History
Factor Evolution
AI Sentiment Stats
Risk-Adjusted
P&L Distribution
Factor IC
Signal Aging

Signal Win Rate Analysis

Win Rate by Asset Class

Percentage of signals that were correct after position close (7-day default hold period)

Win Rate by Signal Type

Performance breakdown: Buy vs Sell vs Strong Buy vs Strong Sell

Recent Closed Signals

Factor Contribution Analysis

Which of the 44 factors contributed most to winning vs losing signals. Green bars = winning factor average. Red bars = losing factor average.

Technical Factors (F1-F28)

Sentiment Factors (F33-F35, F42)

News Analysis Factors (F43-F44)

Market Structure Factors (F36-F41)

Signal History

Complete log of all tracked signals. Paginated, 20 per page.

Date Ticker Signal Score Entry $ Exit $ P&L Status

Weight Evolution History

How the WeightEvolution system has adjusted factor weights over time. Factors that contribute to winning signals get increased weight.

Current Factor Weights

Evolved weights vs default research-backed starting weights

Evolution History

AI Sentiment Statistics

AI Sentiment Cache Status

AI vs Lexicon Agreement Rate

Top Positive Sentiment Tickers

Top Negative Sentiment Tickers

Risk-Adjusted Performance

Signal performance with risk metrics: Sharpe, Sortino, and Max Drawdown per signal type.

Risk-Adjusted Metrics by Signal Type

Calculated from closed signal outcome history

Signal Type Count Win Rate Avg Return Sharpe Sortino Max DD

P&L Distribution

Histogram of return outcomes for all closed signals. Shows distribution shape and skewness.

Return Distribution Histogram

Bucketed P&L outcomes — green = profit, red = loss

Factor IC Tracking

Information Coefficient (IC) and IC Information Ratio (ICIR) per factor category. Shows which factors are truly predictive.

Factor Predictive Rankings

IC: correlation between factor score and subsequent return. ICIR: IC consistency.

Factor Category IC ICIR Classification Trend

Signal Aging Analysis

How fresh are your cached signals? Stale signals may not reflect current market conditions.

Signal Freshness Distribution

Age distribution of all cached AI signals across dashboards