Major AI companies are preparing to go public. The result, analysts warn, will be a significant increase in the cost of tokens. Welcome to the Tokenpocalypse.
The main fact
OpenAI, Anthropic and other leading AI firms are accelerating IPO plans within the next 12 to 18 months. The news, reported yesterday by TechCrunch, has sparked intense debate. The subscription and token-based business model may undergo a radical shift. Institutional investors demand higher margins. AI companies, so far fueled by billion-dollar funding rounds, must now demonstrate sustainable profitability. The cost per token — the unit of AI computation — could rise by 30-50% as early as next year.
Why this changes everything
Over the past three years, application development based on language models exploded precisely because of ultra-low inference costs. Startups, independent developers and large enterprises built products assuming token prices would remain stable or decline. The AI giants' IPOs reverse this trend. The market is bracing for a recalibration: tokens will become a scarcer, more expensive resource. This does not mean the end of AI, but a Darwinian selection. Only products with real added value will survive.
Concrete implications for developers and businesses
For those using AI APIs at scale, the advice is immediate: optimize prompts, reduce tokens per request and adopt caching techniques like those detailed in the Redis guide on Meteoraweb. Current architectures will need to integrate more aggressive caching to contain costs. Model selection also becomes critical: open source or alternative models may offer a better price-performance ratio. Companies relying on a single AI vendor risk sudden price hikes without ready alternatives. The Tokenpocalypse is not an apocalyptic prophecy but a wake-up call: the era of free tokens is over.
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