Wall Street is preparing for a significant shift as OpenAI and Anthropic move closer to their initial public offerings (IPOs), with both companies confidentially filing their prospectuses with the SEC in recent weeks [1]. A central theme in these filings is the concept of 'tokens,' which are now the primary metric for measuring computing usage and revenue in the generative AI economy [1]. Tokens are used every time a user interacts with AI services like ChatGPT or Claude, with each token representing approximately three-quarters of a word [1].
The transition to token-based billing marks a departure from traditional software licensing and subscription models, fundamentally altering how AI companies generate revenue [1]. OpenAI and Anthropic both offer subscription plans with token quotas, and users can purchase additional tokens as needed [1]. For example, OpenAI charges $5 for 1 million input tokens and $30 for 1 million output tokens for its GPT-5.5 model, while Anthropic's Claude Opus 4.8 model charges $25 for 1 million output tokens [1]. Individual subscriptions can reach up to $200 per month per user, with additional charges for exceeding token limits [1].
D.A. Davidson tech analyst Gil Luria noted that understanding tokens is a 'work in progress' for both investors and analysts, highlighting the need for Wall Street to quickly adapt to this new paradigm [1]. The upcoming IPOs of OpenAI, Anthropic, and SpaceX are expected to be among the largest on record, amplifying the importance of grasping token economics for market participants [1].
The article underscores that translating token usage into traditional financial metrics remains complex, but it is essential for evaluating the future performance of leading AI companies [1].
CONCLUSION
The imminent IPOs of OpenAI and Anthropic are set to introduce Wall Street to token-based revenue models, a fundamental shift in the AI industry. Investors and analysts must quickly adapt to this new metric, as understanding token economics will be crucial for assessing these high-profile offerings.