Despite explosive growth and massive valuations, AI coding assistants like Windsurf and Cursor face a harsh economic reality: exorbitant LLM costs are driving negative margins across the sector. As model providers become competitors and proprietary AI development proves risky, startups must choose between unsustainable losses or strategic exits. The viability of the entire AI application layer hangs in the balance.