Avalanche forecasting increasingly relies on numerical predictions of snow stability. We present the first detailed comparison of traditional and AI-based stability metrics and validate them against avalanche observations. The metrics show a similar level of performance. Combining both process-based and data-driven metrics provides the most reliable forecasts.