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The latest data point for SOUN's EV/EBITDA ratio in Q3'25 stands at -21.176, indicating continued negative valuation relative to earnings before interest, taxes, depreciation, and amortization, which reflects ongoing operational losses or negative EBITDA in this period. Over the timeframe from Q2'23 to Q3'25, the EV/EBITDA ratio has exhibited high volatility with a predominantly negative trend, starting at -4.752 in Q2'23 and deepening to a low of -31.433 in Q2'25, before a partial recovery to -21.176. A notable inflection point occurred in Q4'25, where the ratio flipped to a positive 119.597, suggesting improved profitability or market expectations, though subsequent quarters reverted to negative territory; Q1'26 has no data available, limiting forward insights. This pattern underscores SOUN's challenging financial position amid fluctuating enterprise value dynamics.