Freedom's AlgorithmAnalyzer: Freedom’s Daily Signal Engine

Aug 30, 2025 — by Traders Freedom

Behind the Curtain: Freedom's AlgorithmAnalyzer

Freedom’s 16 proprietary algorithms power every model’s trade signals — from exact trade dates, prices, risk metrics, and hidden trend alerts.

The AlgorithmAnalyzer module page displays which algorithm/model number is generating the next day's dominant trade signal - each trading day for all 11,000-plus stocks that trade daily on the U.S. exchanges. And its users love it for answering the question “why did the signal change today?” - in less than five seconds.

When the AlgorithmAnalyzer is especially useful

  • You see the same algorithm/model dominating for multiple days in a row in a stock you picked
  • You see the same algorithm/model dominating for multiple days in a row for the majority of U.S. stocks
  • You’re comparing models for a stock you picked (e.g., AAPL-3 vs AAPL-13)

What to look for

  • Predictiveness when the daily dominant trade signal consistently predicts index direction
  • Streaks when the daily dominant trade signal foreshadows inevitable index directional changes
  • Confirmations when the daily dominant trade signal aligns itself with the signals for individual stocks you've picked

AI meets Machine Learning meets Transparency: Use the AlgorithmAnalyzer module to understand the “why” and the "when" to act with confidence on the “what”.