Exponential Smoothing Forecast Calculator
Calculate demand forecasts using simple exponential smoothing. Apply a smoothing constant (alpha) to weight recent demand more heavily.
Free Demand Calculators
9 toolsDemand forecasting, seasonal index, and forecast accuracy calculators. Browse our free demand tools below — no sign-up required.
Forecast Bias & Tracking Signal Calculator
Calculate forecast bias and tracking signal to detect systematic over- or under-forecasting. Identify directional errors in your demand forecast.
MAD Calculator (Mean Absolute Deviation)
Calculate Mean Absolute Deviation to measure forecast accuracy in units. Determine the average absolute difference between actual and forecast demand.
MAPE Calculator (Mean Absolute Percentage Error)
Calculate Mean Absolute Percentage Error to measure forecast accuracy. Express average deviation between actual and forecast as a percentage.
Moving Average Forecast Calculator
Calculate a simple moving average demand forecast by averaging the last N periods. Smooth out noise and project the next period's demand.
MSE Calculator (Mean Squared Error)
Calculate Mean Squared Error to measure forecast accuracy. Penalize large forecast deviations more heavily by squaring each period's error.
Seasonal Index Calculator
Calculate seasonal indices to adjust demand forecasts for seasonal patterns. Compute seasonal factors and deseasonalized base demand for any period.
Weighted Moving Average Calculator
Calculate demand forecasts using a weighted moving average. Assign custom weights to recent periods for more responsive demand projections.
XYZ Analysis Calculator
Classify inventory items by demand variability using coefficient of variation. X is stable, Y is moderate, Z is highly variable.