Anthropic closed a $65 billion Series H at a $965 billion valuation. That same week, one of its enterprise customers accidentally burned through $500 million in a single month on Anthropic models after failing to set spend limits. Those two numbers, sitting side by side, define the central tension in enterprise AI right now.
AI's Token Billing Reckoning Is Coming for Billion-Dollar Valuations
Enterprise customers are finally seeing what AI really costs — and the numbers aren't adding up. Token-based billing has turned a comfortable budget fiction into a measurable liability, and the ripple effects could reach all the way to Anthropic's near-trillion-dollar valuation.
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