Palantir CEO Alex Karp criticizes the AI industry’s token-based pricing models used by companies including OpenAI and Anthropic, saying “something has gone completely wrong.” In recent remarks that multiple outlets describe as heated, Karp questions why AI providers charge based on tokens if the underlying technology is so valuable. He points to rising AI costs as newer models become more expensive than previous generations, which he says is pushing enterprise customers to rethink how they buy and deploy AI systems.
Karp argues that the current approach encourages “tokenmaxxing,” where usage is driven by token consumption rather than overall business value. Instead, he says many organizations are shifting toward models and deployments that emphasize efficiency and return on investment, including interest in “open weight” alternatives.
Separately, at least one outlet reports Karp also warns that China’s AI progress may be faster than parts of the industry acknowledge. Across coverage, the core focus remains Karp’s public critique of how token-based pricing affects costs and purchasing decisions for businesses.
