Data center dollars chase quantum | PitchBook News Summary

1. Key Themes

Quantum computing is capturing outsized VC attention as chip design cools

Quantum surged to a record quarter even as the broader chips/data centers category fell.

"VC investment in quantum computing notched a record $2 billion in Q2 across 23 deals, accounting for a third of dollars in the chips and data centers vertical" "Overall, investment in chips and data centers fell for the second consecutive quarter, hitting $6.6 billion across 133 deals in Q2."

Nvidia's dominance is chilling investor appetite for semiconductor chip-design startups

Despite new entrants, investors are wary of competing against an entrenched near-monopoly.

"The declines were concentrated in semiconductor chip design startups, which posted their weakest quarter since Q1 2025 at $1.7 billion." "'If Nvidia owns 93% or 94% of the market and they still continue to blow out earnings every quarter, you become like, "Well, if you're the other 6%, how do you win?"'"

Unicorn creation remains historically elevated, concentrated in IT/B2B and North America

2026 is on pace to be one of the biggest unicorn years ever despite being incomplete.

"2026 has already seen the third-largest cohort of new unicorns behind 2021 and 2022, with a third of the year left to go." "North America, particularly the United States, continues to produce the most unicorns, with more than 60% of unicorns minted this year based in the continent."

PE is systematically rolling up fragmented home-services categories ("the next HVAC")

Large buyout shops are applying proven consolidation playbooks to new blue-collar verticals.

"KKR just took a $2 billion swing at garage doors... It's the biggest deal yet in a strategy that PE firms hope could be the next HVAC."

Sovereign wealth is reconsidering public-market concentration in favor of private/unlisted assets

Even the largest, most conservative allocators are flagging risk from public equity concentration (implicitly, US tech).

"Norway's $2.3 trillion sovereign wealth fund said more unlisted asset investments could aid diversification... It warned that geopolitical and concentration risks may be interwoven. About 53% of the fund's value is in US assets."

2. Contrarian Perspectives

The unicorn count is a lagging, possibly misleading, health indicator

The article's data visualization suggests headline unicorn/down-round numbers dramatically understate real distress in private markets, since companies simply avoid repricing rather than mark down.

"Nearly half the unicorn market is running on stale pricing. With 47.6% of unicorns unpriced for more than two years, and failures only recorded when a company raises at a lower valuation, the six down rounds seen in H1 2026 reflect the market's silence as much as its actual health."

Quantum's exit test may be more fragile than it appears

While Quantinuum's IPO is framed as a landmark validation event, it's also described as merely "the first major test," implying real uncertainty remains about whether public markets will actually embrace quantum economics at scale — this is a single data point being extrapolated into a trend.

"Quantum's marquee event last quarter was Quantinuum's IPO, which accounted for most of the $19 billion in quantum exit value and was the first major test of the technology in public markets."

3. Companies Identified

KKR — Global alternative asset manager. Mentioned as the acquirer in the largest home-services PE roll-up deal to date. "KKR just took a $2 billion swing at garage doors... agreed to acquire Arizona-based A1 Garage Door Service."
A1 Garage Door Service — Arizona-based garage door service company. Case study for PE's home-services consolidation thesis. "the biggest deal yet in a strategy that PE firms hope could be the next HVAC."
Quantinuum — Quantum computing company. Cited as the sector's first major public-market test via IPO. "Quantum's marquee event last quarter was Quantinuum's IPO, which accounted for most of the $19 billion in quantum exit value."
Oxford Quantum Circuits — Quantum computing startup. Notable large VC raise in the sector. "raised a £260 million Series C led by Bullhound Capital."
DataPower Capital — VC firm backing AI infrastructure. Source of contrarian view on chip market concentration; backs Nscale, Cerebras, Groq, Crusoe. quoted extensively via David Yakobovitch.
AfterQuery — SF-based AI training data developer. Notable Series B at a high valuation. "raised a Series B valuing it at $3.2 billion, Forbes reported."
Wonderful — Amsterdam-based enterprise AI operating system company. Large Series C. "raised a $550 million Series C at a $5 billion valuation led by Insight Partners."
Medici Brands — Parent of David Protein and HallPass. Notable consumer-adjacent raise. "raised a $250 million Series B led by Greenoaks and Valor Equity Partners."
Norges Bank Investment Management (Norway's sovereign wealth fund) — World's largest sovereign wealth fund. Flagged public market concentration risk and is losing a key executive. "Norway's $2.3 trillion sovereign wealth fund said more unlisted asset investments could aid diversification."

4. People Identified

David Yakobovitch — GP at DataPower Capital, a firm backing AI infrastructure companies. Mentioned for articulating the core investor dilemma around Nvidia's market dominance deterring chip-design bets. "'If Nvidia owns 93% or 94% of the market and they still continue to blow out earnings every quarter, you become like, "Well, if you're the other 6%, how do you win?"'"
Carine Smith Ihenacho — Outgoing leader at Norges Bank Investment Management. Mentioned as a notable people move after building the fund's governance function. "joined the fund in 2017 to build its active ownership function... will stay on as Chief Governance and Compliance Officer through the end of the year."

5. Operating Insights

Positioning against incumbents matters more than technology novelty: Investors are explicitly discounting chip-design startups not for lack of innovation but because of near-monopolistic incumbent economics — entrepreneurs entering chip design need a differentiated wedge, not just a better product, given "if Nvidia owns 93% or 94% of the market... how do you win?"
Roll-up plays are migrating to new fragmented home-services verticals: Operators building tech/ops layers for trades (garage doors, following HVAC) can look to PE's playbook as a signal of where consolidation capital is flowing next.
Down-round data is a lagging/unreliable signal for portfolio marks: Operators and investors valuing private companies should treat the low official down-round count skeptically, since stale, unpriced valuations mask actual distress — reprice conservatively rather than trusting headline stability.

6. Overlooked Insights

Quantum exit liquidity is extremely concentrated in one event: Almost the entire $19 billion in quantum exit value came from a single IPO, meaning the sector's "exit market" is not yet diversified or proven beyond one company. "Quantinuum's IPO... accounted for most of the $19 billion in quantum exit value."
China is quietly building a large, parallel unicorn base: Asia's unicorn count is substantial and largely Chinese-driven, a detail easy to miss next to the North America headline. "Asia has the second-highest number of unicorns, at 56, most of which are Chinese companies."