A different business story is unfolding beyond just research, platforms, products and tech. Anthropic and OpenAI are turning the AI boom into a Wall Street stress test, with both racing to list at valuations that would rank among the largest tech IPOs in history. Anthropic is preparing for a possible 2026 listing and is seeking private funding at valuations above 300 billion dollars, while OpenAI is reportedly laying groundwork for a float that could target around 1 trillion dollars in market value.
By hiring Wilson Sonsini, the Silicon Valley firm that helped take Google and LinkedIn public, Anthropic, is signaling that generative AI is moving from experimental labs into the core of public-market tech. Its recruitment of ex‑Airbnb executive Krishna Rao, who helped steer that company’s 2020 IPO, shows investors expect AI vendors to behave like scaled, disciplined software platforms rather than research-heavy startups burning capital indefinitely.
The cash burning models cannot do business in perpetuity. These IPO ambitions also expose the fragility of the current AI business model, which depends on massive infrastructure spending upfront while only a small fraction of enterprise GenAI projects are generating meaningful revenue. As banks and regulators scrutinize filings, the key questions will be unit economics, defensibility of models and data, and whether subscription APIs, copilots, and usage-based pricing can ever justify capital expenditures that some analysts estimate in the trillions by 2028. The rubber has to finally meet the road.
For the wider AI industry, the first of these giants to list will set the reference price for every model lab, chip supplier, and application startup that follows — either validating today’s sky‑high private marks or triggering a painful reset if demand disappoints. If these valuations prove even half‑right once exposed to quarterly earnings discipline, this IPO wave will not just mint a few mega‑winners; it will redefine what “growth” is, in the world propelled by AI. Whether AI is a bubble or not is a trillions of dollar question?
THESE IPOs HAVE THE POTENTIAL TO CROWN AI AS THE GOLDMINE OF ALL TIMES.