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Cerebras IPO Marks a Milestone for Physical-World Tech Investing

5/18/2026, 11:31:37 AM

Eclipse Ventures' $2.5 B Cerebras Payoff

In 2016 Eclipse Ventures led a $6.5 M Series A in Cerebras and later invested $147 M total. The May 14 IPO at $185 per share generated a 17-fold return, delivering $2.5 B to Eclipse and confirming its physical-world thesis that hardware-centric startups can yield outsized gains.

Physical-World Thesis and Market Shift

Founder Lior Susan launched Eclipse in 2015 when venture capital favored SaaS. He described those early years as “lonely” because “the era of enterprise software and SaaS” dominated. A decade later, Eclipse’s portfolio spans robotics, energy, defense and semiconductors, raising $15 B in 2025 and $4.5 B in Q1 2026, reflecting a broader move toward capital-intensive hardware.

Cerebras IPO: Capital, Valuation, Early Financials

Cerebras raised $5.5 B in its IPO—the largest U.S. debut since Uber—and closed with a market cap near $67 B. 2025 revenue hit $510 M, up 76 % YoY, with GAAP net income $238 M but a non-GAAP loss of $76 M. Its Wafer-Scale Engine 3 claims inference up to 15 × faster than leading GPUs. Analysts note a valuation of about 87 × projected 2026 sales, far above Nvidia’s 28 × forward earnings multiple.

Official Statements & Responses

Susan said the “real moat in software is gone” and that “the five forces—capital, customer demand, talent, policy, and technology—are aligned” for physical-world ventures. Cerebras’ prospectus asserts its high-speed AI solutions provide a “meaningful competitive advantage.” The company highlighted a $20 B multi-year compute deal with OpenAI and a partnership with AWS for large-scale inference.

Criticism, Valuation Concerns, and Gaps

Analysts flag Cerebras’ reliance on a single Middle-Eastern client: G42 contributed 24 % of 2025 revenue and the Mohamed bin Zayed University of AI 62 % in 2025. The lock-up will release over 60 million shares by Q2 2026, likely increasing volatility. Valuation estimates vary—market caps of $66.95 B, $67 B and $60 B appear in sources, and revenue figures range from $509.99 M to “more than $510 M.” The 87-times sales multiple is described as “extremely expensive,” underscoring risk.

Verbatim Quotes

  • “It was the era of enterprise software and SaaS, and it felt fairly lonely the first couple of years,” — Lior Susan, Founder, Eclipse Ventures
  • “I think people understand that the real moat in software is gone. You can vibe code pretty much whatever you want,” — Lior Susan, Eclipse Ventures
  • “What you cannot do with ‘vibe code’ is manufacture wafers, because you need machines and silicon, and they need clean rooms, and a bunch of other things,” — Lior Susan, Eclipse Ventures
  • “This is the first time I believe in America ever, from Henry Ford and Carnegie, those five forces are aligned,” — Lior Susan, Eclipse Ventures
  • “We believe that our high-speed AI solutions give us a meaningful competitive advantage in this market,” — Cerebras Systems, Prospectus

What’s Next for Cerebras and Physical-World Investors

Cerebras will file Q2 2026 earnings as the lock-up expires, testing its ability to sustain revenue growth and diversify beyond Middle-Eastern accounts. Eclipse plans further hardware-software bets, while the venture community watches whether the physical-world thesis can repeat the Cerebras payoff across other capital-intensive sectors.