Illustration for: Why AI Infrastructure Is Eating the IPO Market

Why AI Infrastructure Is Eating the IPO Market

Trace's take: the IPO market isn't rewarding software margins anymore -- it's rewarding physical AI infrastructure scarcity, and founders building point-solution software should stop assuming 2021-style multiples will return.

By the Numbers

~$95B
Cerebras day-1 cap
76% YoY
Cerebras rev growth
74% YoY
Oura rev growth
TC
Trace Cohen
Early-stage VC & angel · Founder, New York Venture Partners
2 min read
ShareXLinkedInEmail

THE RUNDOWN

1

Cerebras popped to a $95 billion market cap on day one; software IPOs this year haven't come close to that reception.

2

Investors are pricing compute and infrastructure scarcity, not software differentiation -- a structural shift worth planning around, not waiting out.

3

Founders building software-only businesses need a different public-market thesis than 'we'll IPO eventually at a software multiple.'

TC

The VC Read · Trace's Take

Trace Cohen

If you're fundraising on a 'we'll IPO at a software multiple' plan, run the Cerebras and Oura comps side by side with any pure-software 2026 IPO candidate still stuck in registration -- the physical-scarcity premium is real right now, and pretending otherwise is a diligence blind spot for growth-stage software founders specifically.

Analysis

I don't think the 2026 IPO market is rewarding what most founders think it's rewarding.

Look at the actual receptions: Cerebras priced at $185, opened at $350, and closed its first day at $95 billion in market value (TechCrunch) -- a chip company with $510 million in revenue and $88 million in net income.

Oura is filing at a $16 billion-plus target on $1.2 billion in nine-month revenue and real profitability (Bloomberg).

Room for disagreement: this could just be 2026's specific cohort, not a durable structural shift.

SpaceX raised $75 billion at $1.77 trillion. Every one of this year's marquee listings has a physical or infrastructure component -- chips, satellites, hardware sensors -- not a pure-software multiple.

That's not an accident, and it's not just AI hype. It's investors pricing scarcity they can underwrite with their eyes open: there are a finite number of companies that can manufacture wafer-scale chips, launch reusable rockets, or ship a validated health-sensing ring at scale, and public markets are paying a premium for businesses where the moat is physical and hard to replicate, not just a better interface on top of a foundation-model API. Compare that to the software IPO candidates still sitting in registration -- Databricks, Stripe, Canva -- all with real revenue and real growth, but none of which have priced in 2026, and none getting the "biggest IPO ever" headlines Cerebras and SpaceX got.

The thesis founders need to internalize

If you're building software with a defensible moat that's genuinely hard to replicate -- proprietary data, deep workflow lock-in, network effects -- this doesn't change your thesis. But if your pitch is "we built a better interface on top of GPT-6 or Gemini," the public market is telling you, loudly, that it doesn't currently reward that category at a premium multiple, no matter how fast your ARR grows. The AI application layer is getting commoditized in real time -- see Microsoft cutting transcription prices 72% this same week -- while the infrastructure layer underneath it is getting rarer and more expensive to replicate.

Room for disagreement: this could just be 2026's specific cohort, not a durable structural shift. Wonderful just doubled its valuation to $5 billion on pure software orchestration with no hardware component at all, and Gimlet Labs hit $3 billion on inference software, not chips. Private markets are still paying software multiples happily -- it's specifically the IPO window, where public investors demand near-term profitability or physical scarcity, that's currently favoring infrastructure. That's a liquidity-event problem, not necessarily a valuation problem, and it may resolve itself the moment one software-only company IPOs well and resets the pattern.

ShareXLinkedInEmail

Key Sources

2 sources

Reported by TechCrunch · Analysis by Value Add Pulse.

← Back to Pulse

THE WIRE in your inbox— Tech, startup & VC news with Trace's take. Free, no spam.