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Anthropic’s potential initial public offering is emerging as a major test of how investors value artificial intelligence companies whose current financial performance is being overshadowed by expectations of extraordinary future growth.
According to Reuters, Anthropic is projecting $190 billion to $200 billion in revenue by 2028, compared with a revenue run rate of more than $47 billion in May 2026. The scale of that forecast is central to the valuation discussion surrounding what could become one of the largest technology IPOs on record.
Valuation Is Moving Beyond Traditional Metrics
The most significant feature of Anthropic’s prospective IPO is the extent to which investors are being asked to value the company on future revenue rather than current earnings. Bankers and investors are reportedly applying enterprise-value-to-revenue multiples to forward projections, a method commonly used for rapidly growing software companies that have not yet developed mature profit margins.
However, looking as far ahead as 2028 is unusual. It demonstrates both the extraordinary pace of Anthropic’s expansion and the difficulty of establishing a conventional valuation for an AI company whose costs remain exceptionally high.
Anthropic is spending heavily on GPUs, computing capacity, model training, inference infrastructure and skilled personnel. The investment thesis is therefore straightforward but demanding: revenue must grow substantially faster than costs for today’s enormous expenditures to translate into sustainable profitability.
The Growth Numbers Are Driving Investor Confidence
Anthropic’s recent revenue trajectory explains why investors are willing to accept such an aggressive forecast. The company’s revenue run rate increased from approximately $9 billion at the end of 2025 to more than $47 billion by May 2026. Reuters also reported that Anthropic projected at least $10.9 billion in second-quarter 2026 revenue, with the company on track for its first quarterly operating profit of about $559 million.
The company has said its revenue run rate grew more than tenfold annually in each of the three years through early 2026. If that momentum continues, a valuation based on future revenue becomes easier to justify. The major question, however, is whether such growth can continue as the AI market becomes more competitive and customers become more selective.
Comparable Companies Highlight the Premium Being Applied
Investors are reportedly looking at Palantir, Cloudflare and SpaceX as reference points when assessing Anthropic’s potential valuation. Reuters noted that Palantir was valued at roughly 53 times expected 2026 revenue, while SpaceX and Cloudflare were trading at about 41.6 times expected 2026 revenue.
These comparisons illustrate how investors are increasingly willing to pay substantial premiums for companies perceived to have exceptional growth potential. Yet Anthropic’s business model is different from each of these companies, particularly because AI model development requires enormous and continuing computational expenditure.
The Central Risk: Growth Versus Infrastructure Costs
The strongest argument supporting Anthropic’s valuation is that AI economics could improve dramatically with scale. More efficient models, cheaper inference, improved hardware utilization and greater enterprise adoption could allow revenue to expand while infrastructure and personnel costs grow more slowly.
The major risk is that the opposite could occur. Competition among leading AI developers could force prices lower, while the cost of training increasingly sophisticated models and operating them at global scale could remain extremely high. Reuters noted that heavy AI investment has already contributed to pullbacks in several popular technology stocks.
This creates an important distinction between revenue growth and economic profitability. A company can generate enormous sales while still producing weak returns if each additional dollar of revenue requires disproportionately high computing and infrastructure expenditure.
What the IPO Could Mean for the AI Industry
Anthropic’s IPO would provide public-market investors with one of the clearest opportunities yet to assess the economics of a frontier AI company. Its financial disclosures could become a benchmark for the entire sector, particularly for companies such as OpenAI and other AI firms contemplating public listings.
If Anthropic meets or approaches its 2028 revenue target while expanding margins, investors could view today’s extraordinary AI valuations as justified. If growth slows or costs remain elevated, the market could reassess the premium currently attached to AI companies.
The possibility of a $2 trillion valuation has already entered the discussion, although Reuters’ reporting makes clear that such a valuation would depend heavily on assumptions about future productivity, revenue growth and profitability.
Anthropic’s prospective IPO represents more than another technology listing. It is effectively a market referendum on the economic value of generative AI.
The company’s projected $190 billion-$200 billion revenue target for 2028 is ambitious, but its extraordinary recent growth gives investors a reason to consider it. The bigger challenge will be demonstrating that rapid expansion can eventually produce durable margins.
In essence, Anthropic’s IPO will test whether the AI boom can transition from a capital-intensive growth story into a genuinely profitable technology industry. The outcome could influence not only Anthropic’s market value but also how Wall Street prices the next generation of AI companies.
