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Magic Number compares how sales and marketing spend translates to changes in ARR, taking expansion, contraction, and churn into account.

For quarterly aggregation, the above formula is applied using the last month of the quarter for revenue, and the sum of inputted S&M for the 3 months of the quarter. However, for annual aggregation the S&M period is not offset, so the formula is: