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Cloud data platform Snowflake has delivered a 45% return to shareholders over the past twelve months, prompting investor reassessment of valuation and entry points for the stock. The strong performance has been driven by enterprise adoption of cloud data solutions and AI infrastructure buildout, though analysts debate whether current prices reflect fair value given the elevated market multiples across the technology sector.