Transparency & E-E-A-T Report

Our Methodology

How we transform raw game telemetry into verified, actionable competitive intelligence.

1. Data Sourcing

Our primary data is ingested from official game APIs and verified through the Calculators.Games Mechanics Lab. For titles like Forza Horizon 6, we utilize real-time telemetry extraction during controlled track environments to verify Performance Index (PI) variables.

2. The "Physics First" Verification

We don't just rely on in-game UI stats. Our "Mechanics Lab" conducts independent testing for:

  • Lateral G-Force Stability: Measured across technical interchanges.
  • Drivetrain Efficiency: Calculating actual power delivery vs. theoretical BHP.
  • TTK Modeling: Ballistics data verified across 100+ simulated engagements.

3. AI-Assisted Processing Disclosure

In accordance with May 2026 AI Ethics guidelines:

We use Large Language Models (LLMs) to assist in the **aggregation and structural organization** of raw telemetry data. However, all **analytical verdicts, meta ratings, and physics-based conclusions** are reviewed and verified by our lead automotive and tactical analysts.

Last Updated: May 2, 2026 β€’ Version 2.4.0 (Launch Edition)