The transaction multiples we get from our transaction data providers are typically LTM (Last Twelve Months). On Valutico, we apply them to the actual last year, instead of forward-looking multiples.
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The multiples come from CapitalIQ and are calculated based on CapitalIQ's methodology (usually based on the Last 12-month financials).
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You can read more about the Last Twelve Month calculations here -