SpaceX (NASDAQ:SPCX) is grabbing headlines today, but some already focus on the next blockbuster IPO, Anthropic. While it trails SpaceX, it preceded its core rival, ChatGPT, and it could establish a valuation benchmark for the artificial intelligence sector, which remains challenging right now due to the complexity and capital-intensive business model that fails to deliver the revenue and net income existing valuations demand, even as it transforms the global economy.
The planned IPO represents a company whose services are used by its investors, but the rapidly changing landscape creates uncertainties amid growing competitive pressures.
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Can Anthropic Maintain its Leadership?
Artificial intelligence, while still in its early stages, has taken massive leaps forward, and Anthropic’s Claude commands a notable leadership position, as it focuses on AI privacy and AI safety. Claude Code, one of the three core Claude-based products, is an industry-leading AI solution for software development, and its advances are the type of real-world proof-of-concept that attracts investors.
The capital-intensive, computing-heavy business model has lifted the entire semiconductor sector and peripheral companies, but Anthropic faces stiff competition amid a potentially disruptive emerging AI trend that could challenge its current position. The planned IPO may address the capital equation, but the revenue and profitability question poses the next challenge that could determine Anthropic’s future.
Is Anthropic Ready to Go Public?
Anthropic’s private valuation is approximately $965 billion, confirming that it has no issues raising the necessary capital from private investors. Its targeted IPO valuation ranges from $965 billion to $1 trillion and is likely to exceed $1 trillion, helping it follow SpaceX into the elite club on its first day of trading. Its private valuations surged from $183 million at the end of 2025 to $965 billion today, driven by Claude Code, which commands nearly 55% of the AI coding market.
The “First Mover” advantage of Anthropic’s IPO will provide markets with the first audited financial disclosures for a pure-play frontier AI lab, and allow it to define core metrics, including enterprise adoption rates and API consumption. It will also illustrate if its safety-first approach delivers the revenue and profitability its valuations require. It will also provide crucial metrics, including gross inference margins, cash burn rates for training clusters, and the sustainability of its massive cloud commitments.
What are the Risks to Anthropic’s IPO?
A unique aspect of the Anthropic IPO is its corporate structure as a Public Benefit Corporation (PBC), which does not prioritize shareholder value but aims to balance profits and AI safety for a societal benefit. It also includes a Long-Term Benefit Trust to ensure the company adheres to its safety principles as a publicly listed company, a new concept that has never been tested. While this model could serve as a template for future deep-tech listings with societal risk, it could pit institutional capital against retail trends.
The exceptional surge in valuation as a private company, based on Claude Code, will slow, diminishing the impact on its investors post-IPO. The ultra-competitive nature of AI and its capital requirements necessitate ongoing innovation and talent acquisition, which is scarce, but Anthropic’s safety-first approach is carving out a unique proposition that caters to social trends.
One Overlooked Aspect of Premium AI Models
Revenue concerns are rising, as companies seek to move away from premium models for non-premium tasks, which account for approximately 90% of the current AI flow. The Anthropic IPO will provide core metrics to help investors assess how Claude will maintain its leadership position.
It could result in a two-tier business model and a potential split into two entities: one for its premium segment and one for a non-premium segment, allowing Anthropic to ensure relevance amid diverging AI trends, as the latter sees a surge of non-premium AI companies that appeal to revenue-generating clients.
Anthropic’s Next Steps
The unique PBC corporate structure that protects the Claude AI family could set a new benchmark for other critical industries, including healthcare and defense. It may force unprecedented sector rotation away from semiconductors, which were the only way to gain exposure to Anthropic and other AI companies, and could create a dynamic, volatile market to monitor for permanent changes as Claude continues to transform industries.
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