Anthropic is preparing for what could become one of the largest technology IPOs on record, but the valuation debate is increasingly being anchored to expectations several years into the future. According to sources familiar with the company’s financials, Anthropic is projecting 2028 revenue of roughly $190 billion to $200 billion, a forecast that places extraordinary importance on the pace and durability of enterprise AI adoption.

Anthropic’s Revenue Forecast Raises the Valuation Stakes

The scale of Anthropic’s projection highlights how differently the company is being assessed from a conventional newly public technology business. Its projected 2028 revenue is roughly four times the $47 billion revenue run rate the company publicized as recently as May, meaning prospective investors are being asked to evaluate not only Anthropic’s current commercial momentum but also its ability to sustain exceptionally rapid growth over the next several years.

Such a projection can materially influence IPO pricing because traditional near-term earnings measures may provide limited visibility for a company still expanding its infrastructure and customer base at extraordinary speed. The central question for investors is therefore whether the projected revenue trajectory reflects durable demand for AI services or assumptions that could prove difficult to achieve as competition intensifies.

Forward Multiples Become Critical to the IPO Debate

Bankers and investors are expected to rely heavily on enterprise-value-to-revenue multiples based on future forecasts when assessing Anthropic. This approach allows the market to compare a rapidly expanding AI company with other high-growth businesses, but it also makes valuation particularly sensitive to assumptions about revenue growth, margins and the appropriate multiple investors are willing to assign.

Cloudflare, Palantir and SpaceX have emerged as reference points in the valuation discussion, according to the sources cited by Reuters. Their relevance reflects the broader market’s willingness to place substantial valuations on companies with strong growth prospects, strategic importance and exposure to long-term technology trends. However, differences in business models, profitability and capital requirements mean that comparisons cannot be treated as straightforward benchmarks.

AI Demand Must Catch Up With Investor Expectations

Anthropic’s valuation ultimately depends on whether the broader AI market can continue expanding rapidly enough to support its financial ambitions. Demand for generative AI services has accelerated as companies integrate AI into software development, enterprise workflows and other commercial applications, but the sector remains highly competitive and capital intensive.

The company is also preparing for an environment in which investors will scrutinize the economics behind AI growth more closely. High revenue expansion alone may not be sufficient if infrastructure costs, computing requirements and competition limit the conversion of sales into sustainable cash flow. The gap between Anthropic’s current run rate and its 2028 forecast therefore represents both a substantial growth opportunity and a significant execution test.

As Anthropic moves closer to its analyst day and potential public offering, attention will focus on the assumptions supporting the $190 billion to $200 billion revenue forecast, including customer growth, pricing, computing capacity and the pace of enterprise AI adoption. The eventual IPO valuation is likely to depend not simply on the size of the AI market, but on how convincingly Anthropic can demonstrate that its projected scale can translate into durable financial performance.