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StockSentry Performance Audit (v9) - Detailed Report

This document contains the raw data, metrics, and methodology from the StockSentry Performance Audit (Jan 2021 – Dec 2024). This data is intended for use in generating educational content, strategy deep-dives, and marketing copy.

1. Executive Summary

  • Period: Jan 2021 – Dec 2024 (4 full years / 1,007 trading days)
  • Starting Capital: $10,000
  • Final Equity: $22,282.61
  • Total Cumulative Return: +122.8%
  • Benchmark Performance:
    • S&P 500 (SPY): +68.3%
    • NASDAQ 100 (QQQ): +69.5%
  • Alpha Generated: +54.5 percentage points vs SPY / +53.3 percentage points vs QQQ.

2. Annual Return Breakdown

Year StockSentry SPY QQQ Context
2021 +42.9% +30.5% +29.2% Momentum Bull Market
2022 −13.7% −18.2% −32.6% Bear Market (High VIX)
2023 +36.7% +26.3% +54.5% AI/Tech Recovery
2024 +35.6% +25.2% +23.1% Continued Expansion

Key Article Hook: "The Bear Market Gap" - In 2022, StockSentry lost less than half of what QQQ lost. This preservation of capital meant the 2023 recovery started from $8,580 instead of $6,740, leading to massive compounding outperformance.

3. High-Level Risk & Trade Metrics

  • Sharpe Ratio: 1.25 (Indicates high risk-adjusted efficiency)
  • Win Rate: 35.7% (74 Wins / 133 Losses)
  • Average Win: +20.00%
  • Average Loss: −4.30%
  • Risk/Reward Ratio: ~5:1 (Specifically 4.65x average win size vs average loss size)
  • Max Drawdown: −23.7% (Period peak-to-trough)
  • Expectancy: +4.83% per trade (net positive over 207 trades)

4. Notable Trade Samples (The "Hall of Fame")

These are real closed positions from the backtest period.

Ticker Hold Period P&L % Exit Reason
GE 638 days +141.96% Trailing Stop
SCHW 410 days +74.41% Trailing Stop
META 174 days +67.32% Trailing Stop
MU 169 days +61.28% Trailing Stop
CDNS 422 days +48.40% Trailing Stop
CEG 189 days +34.05% Trailing Stop

5. Core Methodology (The "Sentry" Strategy)

Universe & Execution

  • Universe: Curated high-quality tickers from S&P 500 and NASDAQ 100.
  • Slippage: 0.05% per-leg slippage modeled on every fill (conservative).
  • Position Sizing: $10k base. Up to 10 concurrent positions. 10% initial allocation; scale-in tranches at 10%.

Entry Logic (The 3-Prong Rubric)

Signals are only generated when there is alignment across:

  1. Technical: Trend persistence, Golden Cross, SMA alignment, and volume surges.
  2. Fundamental: (Implicit in "Quality Universe" curation).
  3. Macro: Sector regime strength and VIX-regime filtering.
  • The "Bear Blocking" Rule: During high-VIX regimes (like 2022), the system actively blocks new entries to preserve cash.

Exit Logic (The Asymmetry Engine)

The goal is to "Cut losses fast and let winners run."

  • ATR Trailing Ratchet: Dynamic stops that tighten as the position gains value.
  • -10% Absolute Floor: A hardcoded circuit-breaker to prevent catastrophic breakdowns.
  • Rotation Rule: Existing positions are rotated only when a new candidate shows significantly higher conviction (Delta Rule).

6. Raw Monthly Data (Indexed to 100)

Useful for recreating charts or localized analysis.

Month StockSentry SPY QQQ
Jan '21 Start 100.00 100.00 100.00
Dec '21 142.93 130.51 129.24
Dec '22 (Bear Low) 123.29 106.79 87.14
Dec '23 166.86 134.74 134.94
Dec '24 222.83 168.27 169.46

7. Article Prompts for LLM

  1. Strategy Comparison: "Write an article comparing Swing Trading (StockSentry) vs. Day Trading. Use the 35.7% win rate and 5:1 R/R ratio from the report to explain why 'being right less often' is actually more profitable."
  2. Market Resilience: "Write a deep dive on surviving the 2022 bear market. Use the data showing StockSentry's -13.7% return vs QQQ's -32.6% return. Explain the importance of 'Bear Blocking' and the -10% absolute floor."
  3. Compounding Power: "Explain how avoiding a 30% loss in a bad year accelerates long-term wealth. Use the example that QQQ needed a +50% gain just to break even after 2022, while StockSentry was already making new highs."