Performance Metrics

AIZEN AI Initial Model (2023–2024)

• Strength: Good raw accuracy (~50% perfect / 69% directional).

• Weakness: Catastrophic -50% drawdown in Q3 2024, proving the need for disciplined risk management.

• Limitation: Token list included dead/delisted tokens, creating model drift risk.

AIZEN AI Model (July 2025 analysis):

• Dataset: 23,110 predictions over 13 months.

• Perfect accuracy: 49.79%.

• Directional accuracy: 69%.

• Average deviation: 9.34% (median: 7.07%).

• Monthly consistency: 11/13 months above 43% accuracy.

• Best month: 68.9% perfect accuracy (March 2024).

• Worst month: 37.1% (May 2024).

• 85% of months had <8% median deviation.

Insights:Higher volatility correlated with stronger directional accuracy while extreme volatility reduced precision of magnitude forecasts.