AI Pricing Revolution: Token-Based Billing Takes Center Stage
The rise of agentic AI has led to a significant shift in pricing models, with major providers like GitHub abandoning flat rates in favor of usage-based models. This change is expected to have far-reaching implications for developers, businesses, and everyday users, who will need to adapt to a new era of token-based billing.
Monthly subscription, open chat, ask question: This is how generative AI used to work. Agentic workflows go beyond this model. They consume many times more tokens, run autonomously for hours and make flat rates unaffordable for providers. At the same time, token prices vary according to speed, specialization and the economic value of the result. The third edition of the AI radar categorizes the emerging token economy: How is billing shifting from subscription to consumption? Why does a favorable token price reveal little about the actual costs? And why is token consumption alone the wrong measure of AI value creation? The article Frontier Radar #3: How agentic AI is turning tokens into a business metric appeared first on The Decoder.