hyperscaler

also referred to as: hyperscalers

25 statements across 22 episodes · 8 bullish · 10 bearish · 16 people on the record · first statement May 22, 2024 by Aaron Levie · across every show →

Everything said about hyperscaler, oldest first

May 22, 2024 bearish
Prediction Not checkable as stated
Levie: Only 1 to 3 independent horizontal LLM startups will reach scale
“But I think for like the pure play horizontal LLMs we, I think those will largely be subsumed by the big players with maybe room for one, two, three independent companies at scale that are not in the hyperscalers, but there will not be room for 50 companies. T…”
Aaron Levie May 22, 2024 ▶ 4:31 Aaron Levie: How the Business Model of SaaS Changes Forever & Startups vs Incumbents:Who Wins?|E1155 · 20VC with Harry Stebbings
Jun 12, 2024
Prediction Open · timeframe Jun 2034
Alex Wang: AI foundation models will cost $100B+ to train within 10 years
“I think in 10 years time, maybe they'll cost tens or hundreds of billions. And so there's just not very many entities that have that much discretion and capital to invest into these AI models. So naturally what will happen over time is AI effort, the foundatio…”
Alex Wang Jun 12, 2024 ▶ 43:20 Alex Wang: Why Data Not Compute is the Bottleneck to Foundation Model Performance | E1164 · 20VC with Harry Stebbings
Oct 2, 2024 bullish
Opinion
Taylor: AI hyperscalers have an imperative to maintain massive capex spending
“I think these companies have an imperative because of the potential impact of AI to spend and, You know, the capex numbers are mind-boggling, but I probably would do the same thing.”
Bret Taylor Oct 2, 2024 ▶ 38:36 Bret Taylor: Why Pre-Training is for Morons & Companies Will Build Their Own Software | E1209 · 20VC with Harry Stebbings
Dec 16, 2024 bullish
Assertion Supported
Hoffman: Major hyperscalers are making multi-billion commitments to green energy
“All of the major hyperscalers are doing multi-billion dollar commitments to green energy companies saying, if you can deliver the energy, We will pay you the, we will give you the initial customer capital to build that.”
Reid Hoffman Dec 16, 2024 ▶ 27:06 Reid Hoffman, LinkedIn & Paypal Founder: Trump Administration, Elon Musk and DOGE | E1239 · 20VC with Harry Stebbings
Dec 18, 2024 bearish
Prediction Not checkable as stated
Dines: Nvidia will struggle to maintain current chip dominance against hyperscalers
“It's hard to see it at existing levels, and think about, I think half of NVIDIA revenue today is from these five hyperscalers, so, and if they are all in the business of building, it's kind of, I think it's hard, but obviously NVIDIA has such an important, you…”
Daniel Dines Dec 18, 2024 ▶ 40:27 Daniel Dines, UiPath CEO & Founder: Why Agents Do Not Mean RPA is F*** | E1240 · 20VC with Harry Stebbings
Jun 2, 2025 negative
Opinion
Mohan: Big tech AI tools lag because employees lack existential threat
“If we had shipped the same quality product that some of these hyperscalers have shipped, we'd be out of the market a year ago, but they probably still have their jobs right now.”
Varun Mohan Jun 2, 2025 ▶ 25:04 Windsurf CEO & Co-Founder, Varun Mohan: AI's Biggest Acquisition to Date! · 20VC with Harry Stebbings
Jun 5, 2025 negative
Opinion
O'Driscoll: Hyperscalers turned cash-efficient businesses into CapEx-heavy drains
“The hyperscalers have taken very good, cash-efficient businesses, and they would break Mr. Buffett's heart because they've turned them into CapEx hearts.”
Rory O'Driscoll Jun 5, 2025 ▶ 0:05 Is DPI The Only Thing That Matters? with Sam Lessin, Jason Lemkin & Rory O’Driscoll · 20VC with Harry Stebbings
Jul 31, 2025 bearish
Prediction Not checkable as stated
O'Driscoll: Nvidia chip depreciation will trigger an AI CapEx slowdown
“Someone, at some point someone's going to depreciate all these Nvidia chips and someone's going to have to pay for them. Right? So I do. And I'm sorry to get, I do think there might be a slowdown at some point in time, but right now there's no evidence of it w…”
Rory O'Driscoll Jul 31, 2025 ▶ 47:45 Why Apple Needs a Management Overhaul & Why Google is Catching Up with Hyperscalers · 20VC with Harry Stebbings
Aug 4, 2025
Assertion Supported
Hyperscalers Will Invest $1T in CapEx From 2024 to 2027
“When you look at the hyperscalers, just take them, for example, you look at, you know, 20, 24 to 20, 27 estimates, it's a trillion dollars of capex they're putting into the ground.”
Miles Dieffenbach Aug 4, 2025 ▶ 1:17:51 Miles Dieffenbach: Inside Carnegie Mellon’s $4BN Endowment & The Math Behind DPI, TVPI, Illiquidity · 20VC with Harry Stebbings
Aug 7, 2025 neutral
Insight
O'Driscoll: Hyperscalers' AI spend is funded by core cash flow
“My big takeaway is not all the AI stuff is working for the hyperscalers. My big takeaway is all their existing businesses are working so well and kicking off so much cash that they can keep doing this for the next year, and they said they're going to keep doin…”
Rory O'Driscoll Aug 7, 2025 ▶ 55:56 Figma's 250% Pop - The Greatest IPO Mispricing Ever? Meta & Microsoft Blowout Quarters: Broken Down · 20VC with Harry Stebbings
Aug 21, 2025 bearish
Prediction Open · timeframe Aug 2028
Lemkin: CoreWeave will show signs of an AI slowdown before hyperscalers
“Core weave, if core weave struggles, if it can't service its debt, if it can't raise more debt through this weird through, through the hyperscalers guaranteeing it, that's where we'll see, even if there's just a bump in this cycle, that's not that, that doesn'…”
Jason Lemkin Aug 21, 2025 ▶ 58:17 Databricks at $100BN, CoreWeave’s $11B Debt Bet & Nubank’s $2.5B Profit Shocker - Ep.19 · 20VC with Harry Stebbings
Sep 11, 2025 neutral
Insight
Lawson: Financially rational founders should work at hyperscalers, not start companies
“If you just want to make money, probability adjusted, you should just go get a job at a hyperscaler. You will probability, probability adjusted, you'll make more money. So you don't start companies to make money. You start companies because you love what you'r…”
Jeff Lawson Sep 11, 2025 ▶ 12:57 OpenAI’s $10BN Secondary Sale, Ramp Hits $1BN ARR & Brex Hits $700M · 20VC with Harry Stebbings
Sep 29, 2025
Insight
Ross: Hyperscaler AI spending is driven by existential survival, not ROI
“That's how the hyperscalers feel. So of course they're going to be spending like drunken sailors because the alternative is that they're completely locked out of their business. So it's not a purely economical framework that they're using. It's a, do we get to…”
Jonathan Ross Sep 29, 2025 ▶ 4:43 Groq Founder, Jonathan Ross: OpenAI & Anthropic Will Build Their Own Chips & Will NVIDIA Hit $10TRN · 20VC with Harry Stebbings
Sep 29, 2025 bullish
Opinion
Ross: Hyperscaler AI CapEx of $100B Annually Is Not Overspending
“So when you hear the hyperscalers talking about that, you know, seventy five billion to a hundred billion dollar a year investment, because they're building out the capacity for data centers, they're putting a lot of money up for returns that they're expecting…”
Jonathan Ross Sep 29, 2025 ▶ 18:58 Groq Founder, Jonathan Ross: OpenAI & Anthropic Will Build Their Own Chips & Will NVIDIA Hit $10TRN · 20VC with Harry Stebbings
Nov 20, 2025 bullish
Assertion Partly supported
Tunguz: Most hyperscaler GPU capacity is sold out for the next two years
“I mean, most of the hyperscalers GPU capacity is sold out for the next two years.”
Tomasz Tunguz Nov 20, 2025 ▶ 43:10 Peter Thiel and Softbank Sell NVIDIA - Why? & Why VC Will Hit $1TRN and The Opening of Retail · 20VC with Harry Stebbings
Feb 5, 2026 bullish
Assertion Not checkable as stated
O'Driscoll: Capital markets can fund AI CapEx without government intervention
“We don't need the government's help to finance AI, the AI CapEx. The hyperscalers have infinite money. The private markets have had infinite money. The public markets are pretty hot to trot. So all the money these guys need to play their game is going to be th…”
Rory O'Driscoll Feb 5, 2026 ▶ 1:03:53 The SaaS Massacre: Public Market Collapse |Microsoft Lost $360B & NVIDIA’s $100B Dispute with OpenAI
Mar 26, 2026 bearish
Prediction Open · timeframe Mar 2029
Lemkin: Hyperscalers will not buy existing unicorns
“I just don't believe the hyperscalers are going to buy these companies.”
Jason Lemkin Mar 26, 2026 ▶ 1:12:12 Why You Need a $1B Fund To Do Series A | SpaceX at $2TRN & Data Centers in Space | Groq's $20BN Deal · 20VC with Harry Stebbings
May 14, 2026 bullish
Prediction Not checkable as stated
O'Driscoll: Long-term AI value will accrete primarily to model providers
“I think, and I could be wrong, I think in the end the value will accrete mainly to the model providers and everyone down the stack that's selling to them, even though they're all making out like bandits today, starting with the memory guys all the way up to th…”
Rory O'Driscoll May 14, 2026 ▶ 13:57 Anthropic Buys Compute From Elon & Commits $200BN to Google | Cerebras IPO | Ramp Raises at $40BN · 20VC with Harry Stebbings
May 21, 2026 neutral
Assertion Supported
O'Driscoll: AI capex splits 50% to Nvidia, 20% to power and networking
“All these companies are on fire because the hyperscalers and the model companies have decided to spend, you know, roughly three quarters to a trillion dollars a year building shit, and 50% of that goes to Nvidia, 10% of that goes to power, 10% of that goes to …”
Rory O'Driscoll May 21, 2026 ▶ 42:34 Anthropic Raises $30BN at $900BN Price | SpaceX Files S1: How Does it Trade | Cerebras Smashes Day 1 · 20VC with Harry Stebbings
May 26, 2026 negative
Opinion
Feldman claims Nvidia funds neoclouds to create competitors for traditional hyperscalers
“I think it has been NVIDIA's strategy to try and create competitors for the traditional hyperscalers. They have funded and backstopped and over allocated to the neoclouds. They have created a dependence, which is probably not healthy.”
Andrew Feldman May 26, 2026 ▶ 0:37 Cerebras CEO on the Future of Data Centres, Token Costs & Memory | Should US Companies Sell to China · 20VC with Harry Stebbings
Jun 20, 2026 negative
Assertion Not checkable as stated
Petersen: Flexport competitor embedded 130 staffers at hyperscaler, blocking rivals
“I mean, one of the big tech companies that runs like a hyperscaler, let's call it has one of our direct competitors has 130 full-time employees that work at that company that have badges that show up to work every day that run their logistics for them. And we …”
Ryan Petersen Jun 20, 2026 ▶ 21:40 Flexport CEO: Two Questions Every Founder Needs to Ask · 20VC with Harry Stebbings
Aug 22, 2026 bullish
Prediction Not checkable as stated
Murdock: Hyperscalers Will Benefit from Market Dislocation by Buying Cheaper Assets
“If there is a dislocation, no one is better prepared to survive it than hyperscalers. I mean, all the hyperscalers have enough ongoing business and they've been very consistent. That's why they're worth what they're worth. The magnificent seven is there becaus…”
Jerry Murdock Aug 22, 2026 ▶ 7:25 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Aug 22, 2026 negative
Assertion Partly supported
Murdock: Hyperscalers Have Taken on Record Debt Levels
“All the hyperscalers have taken on much more debt than they ever have before”
Jerry Murdock Aug 22, 2026 ▶ 2:15 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Aug 31, 2026 bullish
Prediction Not checkable as stated
Katz: Hyperscalers and Frontier Labs will be relevant chip providers
“I think a lot of the hyperscalers in Frontier Labs are going to be very relevant providers in the chip ecosystem.”
Aaron Katz Aug 31, 2026 ▶ 55:32 ClickHouse CEO: AI Margins Need to Improve | Revenue Concentration Should be a Concern
Aug 31, 2026
Assertion Not checkable as stated
Katz: Top Silicon Valley startups are considering moving workloads on-prem
“And even companies that I thought would never be going back on prem are talking about going back on prem. Like some of the most innovative digital native companies in Silicon Valley are now thinking about moving their stack from, you know, one of the hyperscal…”
Aaron Katz Aug 31, 2026 ▶ 28:08 ClickHouse CEO: AI Margins Need to Improve | Revenue Concentration Should be a Concern
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