The Numbers Museum

Every specific figure ever claimed on the show. 1,178 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$20T “20 trillion dollars” Boland: US created $20T in decacorn value versus UK's $170B Stan Boland Apr 10, 2025 Partly supported
$18T “18 trillion dollars” Bar: Federal Reserve research shows $18T in US B2B payments remain on paper checks Matan Bar Feb 11, 2021 Partly supported
$18T “18 trillion dollars” Bar: B2B paper check volume will drop to zero within five years Matan Bar Feb 11, 2021 Didn’t hold up
$16T “16 trillion dollars” Taneja: Retail investor capital pool totals $16 trillion Hemant Taneja Sep 22, 2025 Supported
$10T “10 trillion dollars” Freise: Only 1% of $192T individual wealth is in alternatives Philipp Freise Jun 30, 2025 Supported
$10T “10 trillion dollars” OpenAI or Anthropic Will Exceed $10 Trillion Valuation Within Five Years Brendan Foody Jun 1, 2026 Open
$9T “nine trillion dollars” Cahn: AI will disrupt at least 5% of global GDP ($9T+) David Cahn Oct 27, 2025
$8T “eight trillion dollars” Summers: US tax gap will reach $8 trillion over next decade Larry Summers Jun 12, 2023 Partly supported
$6T “six trillion dollars” Rodrigues: Autonomous truck fleets could create $6 trillion in enterprise value Alex Rodrigues Jul 5, 2019
$5T “five trillion dollars” Tech private markets have reached over $5 trillion in market capitalization David George Dec 15, 2025 Supported
$5T “five trillion dollars” Feldman claims global software engineers represent a $5 trillion AI token market Andrew Feldman May 26, 2026 Supported
$4T “four trillion dollars” Cahn: AI will disrupt at least 5% of global GDP ($9T+) David Cahn Oct 27, 2025
$3.8T “3.8 trillion dollars” Rodrigues: Autonomous truck fleets could create $6 trillion in enterprise value Alex Rodrigues Jul 5, 2019
$2.5T “a half a trillion dollars” O'Driscoll: Elon Musk is the only candidate for a $500B net worth Rory O'Driscoll May 29, 2025
$2T “two trillion dollars” O'Driscoll: Elon Musk's death would instantly erase $2 trillion in market value Rory O’Driscoll Feb 5, 2026
$2T “two trillion dollars” O'Driscoll: OpenAI Will Hit $1T-$2T Valuation via Subscriptions and Ads Rory O'Driscoll Aug 14, 2025 Open
$2T “two trillion dollars” O'Driscoll: VCs must do hard operational work to resolve $2T backlog Rory O'Driscoll Apr 17, 2025
$2T “two trillion dollars” O'Driscoll: Polymarket pricing gave SpaceX a 50-60% chance at $2T IPO Rory O'Driscoll Mar 26, 2026 Supported
$2T “two trillion dollars” O'Driscoll: Power law dynamics make venture capital psychologically brutal Rory O'Driscoll Apr 9, 2026
$2T “two trillion dollars” Perplexity reaching $2T is as hard as unfunded founder reaching $1B Aravind Srinivas Jun 15, 2026
$1.8T “1.8 trillion dollars” Deliveroo's 12 markets represent a $1.8 trillion total addressable market Will Shu Oct 25, 2021 Supported
$1.8T “1.8 trillion dollars” O'Driscoll: Stripe and PayPal Each Process $1.8 Trillion Annually Rory O'Driscoll Jul 23, 2026 Supported
$1.5T “half a trillion dollars” O'Driscoll: AI CapEx spending will trigger a market scare within 2-3 years Rory O'Driscoll Jun 5, 2025
$1.3T “1.3 trillion dollars” Galloway: Young Americans transfer $1.3T yearly to seniors via Social Security Scott Galloway Jul 7, 2025 Supported
$1T “a trillion dollars” O'Driscoll: VC mega-funds cannot generate target returns without top outliers Rory O'Driscoll Jan 15, 2026
$1T “a trillion dollars” Randle: OpenAI could raise at a $1T valuation next year Everett Randle Nov 10, 2025 Open
$1T “a trillion dollars” David Cahn: AI Era Competition Will Prevent Monopoly Profits David Cahn Oct 27, 2025
$1T “a trillion dollars” O'Driscoll: $1 trillion in AI capex is absurd and hard to cover Rory O'Driscoll Oct 2, 2025
$1T “a trillion dollars” Bessemer Cloud 100 List Reaches $1 Trillion Aggregate Private Value Byron Deeter Aug 25, 2025 Supported
$1T “a trillion dollars” Hyperscalers Will Invest $1T in CapEx From 2024 to 2027 Miles Dieffenbach Aug 4, 2025 Supported
$1T “a trillion dollars” O'Driscoll: Pure developer tools cannot support a $1T valuation Rory O'Driscoll Jul 31, 2025
$1T “a trillion dollars” O'Driscoll: Roughly $1 trillion in new value is created per decade Rory O'Driscoll May 8, 2025
$1T “a trillion dollars” Lazarte: A Trillion-Dollar Company Will Be Founded Within Three Years Victor Lazarte Apr 14, 2025 Open
$1T “a trillion dollars” Lazarte: US labor market spend is $10T versus $1T software market Victor Lazarte Apr 14, 2025 Supported
$1T “a trillion dollars” Bravo: Every company is worth only its future cash flows Orlando Bravo Feb 6, 2023
$1T “a trillion dollars” Clements: Public trillion-dollar market cap companies grew from zero to twelve Miles Clements Mar 9, 2026 Partly supported
$1T “a trillion dollars” O'Driscoll: Nvidia's $1T soundbite merely matches analyst forecasts Rory O'Driscoll Mar 19, 2026 Supported
$1T “a trillion dollars” Stebbings: Anthropic secondary market pricing has reached $1 trillion Harry Stebbings Apr 23, 2026 Supported
$1T “a trillion dollars” O'Driscoll: Enterprise AI spend has established a $500BN-$1TN market size Rory O'Driscoll Jun 4, 2026
$1T “a trillion dollars” O'Driscoll: Trillion-dollar prizes require capital, but over-raising kills billion-dollar exits Rory O'Driscoll Jul 9, 2026
$1T “a trillion dollars” O'Driscoll: Protecting AI Frontier Models Harms Economy by Raising Intelligence Costs Rory O'Driscoll Jul 2, 2026
$1T “a trillion dollars” Nikesh Arora: Financial markets will not fund another $100B compute capex cycle Nikesh Arora Jun 22, 2026 Open
$1T “a trillion dollars” O'Driscoll: Buying back stock to offset employee share dilution is a bogus strategy Rory O'Driscoll May 21, 2026
$1T “a trillion dollars” O'Driscoll: AI capex splits 50% to Nvidia, 20% to power and networking Rory O'Driscoll May 21, 2026 Supported
$1T “a trillion dollars” Calacanis: Travis Kalanick Was Sued for $250B Over Scour Jason Calacanis Jun 1, 2015 Supported
$1T “a trillion dollars” Srinivasan: Uber and Airbnb have created one trillion dollars in societal value Balaji Srinivasan Nov 25, 2016
$1T “a trillion dollars” O'Driscoll: Founders claiming trillion-dollar TAMs lack macroeconomic understanding Rory O'Driscoll Nov 28, 2016
$1T “a trillion dollars” Petersen: Massive Market Dollar Capture Outweighs Pure Software Gross Margins Ryan Petersen Dec 2, 2016
$1T “a trillion dollars” Schlosser: Matching foreign healthcare efficiency would save the US $1 trillion annually Mario Schlosser Sep 22, 2017
$1T “a trillion dollars” Prioritize feedback from micro-fund LPs over multi-asset mega-fund managers Semil Shah Oct 23, 2017
$1T “one trillion dollars” Hans Tung: Chinese E-Commerce Hits $1T Annually vs. $500B+ in US Hans Tung Jan 8, 2018 Supported
$1T “a trillion dollars” Marshall: Expanding market value of tech companies justifies venture capital mega-funds Woody Marshall Oct 8, 2018
$1T “a trillion dollars” US government procurement spending is ten times Amazon's Gross Merchandise Volume Ron Bouganim Oct 29, 2018 Contradicted
$1T “a trillion dollars” $1 trillion of enterprise software market cap is up for grabs Arif Jan Mohamed Oct 21, 2019
$1T “a trillion dollars” Strange: US holds $1 trillion in total credit card debt Angela Strange Sep 8, 2020 Supported
$1T “a trillion dollars” Gupta: Kraken generated $1.5B net revenue and $750B volume in 2024 Mayur Gupta Apr 25, 2025 Partly supported
$1T “a trillion dollars” O'Driscoll: Massive AI infrastructure spending will require paying applications eventually Rory O'Driscoll Jul 23, 2026
$900B “nine hundred billion dollars” O'Driscoll: AI infrastructure spend hits $900B while AI apps struggle past $50B Rory O'Driscoll Jul 23, 2026 Partly supported
$800B “eight hundred billion dollars” $800B in Lost Wages Occurred as Women Exited the Workforce in 2021 Maggie Hott Dec 15, 2022 Partly supported
$800B “eight hundred billion dollars” Top fintechs took $800 billion in market cap from banks in 2020 Nick Shalek Jul 26, 2021 Supported
$780B “seven hundred eighty billion dollars” Lanng: Enterprise software spend grew to $780B while IT headcount doubled Christian Lanng Sep 27, 2023 Partly supported
$700B “seven hundred billion dollars” Sean Flynn: Outstanding Consumer Credit Card Debt Exceeds $700 Billion Sean Flynn Jul 27, 2016 Supported
$620B “six hundred twenty billion dollars” Dickson: FDIC reported $620B in unrealized US bank losses in Q4 2022 Kris Dickson Mar 13, 2023 Supported
$600B “six hundred billion dollars” Rory O'Driscoll: AI App Revenue Maxes Out at $30B Against $600B CapEx Rory O'Driscoll Aug 7, 2025 Partly supported
$600B “six hundred billion dollars” Brown: 40% of U.S. households hold $15,000 in credit card debt Jason Brown Apr 28, 2017 Partly supported
$600B “six hundred billion dollars” Over $600B in LP capital is trapped inside private tech companies Paul Hsiao Apr 9, 2018 Supported
$500B “five hundred billion dollars” O'Driscoll: Waymo at $110B is cheap compared to Tesla's $500B autonomous valuation Rory O'Driscoll Feb 5, 2026
$500B “five hundred billion dollars” Stan Boland: UK tech sector will reach $500B valuation in 10 years Stan Boland Apr 10, 2025 Held up
$500B “five hundred billion dollars” O'Driscoll: US software labor spend is roughly $500B annually Rory O'Driscoll Sep 3, 2026 Supported
$470B “four hundred seventy billion dollars” Kyle Hill: Unpaid caregiving reaches $470B annually, matching Apple's market cap Kyle Hill Jul 15, 2016 Supported
$400B “four hundred billion dollars” O'Driscoll: Enterprise AI revenue is $16B vs $400B in CapEx Rory O'Driscoll Dec 18, 2025 Supported
$400B “four hundred billion dollars” O'Driscoll: AI model companies spend $300B to $400B on compute Rory O'Driscoll Oct 30, 2025 Supported
$400B “four hundred billion dollars” Rory O'Driscoll: AI App Revenue Will Reach $300B–$400B in 10 Years Rory O'Driscoll Aug 7, 2025 Open
$400B “four hundred billion dollars” O'Driscoll: Global AI CapEx has reached $300B to $400B annually Rory O'Driscoll Jul 3, 2025 Supported
$400B “four hundred billion dollars” Marshall: Expanding market value of tech companies justifies venture capital mega-funds Woody Marshall Oct 8, 2018
$400B “four hundred billion dollars” Global government IT spending tops $400 billion annually Ron Bouganim Oct 29, 2018 Supported
$300B “three hundred billion dollars” O'Driscoll: OpenAI must hit $200B-$300B revenue or AI market faces severe crash Rory O'Driscoll Oct 2, 2025 Open
$300B “three hundred billion dollars” O'Driscoll: Oracle reported $300B+ in remaining performance obligations Rory O'Driscoll Sep 18, 2025 Supported
$300B “three hundred billion dollars” O'Driscoll: Oracle will not collect $300B from OpenAI in 5-6 years Rory O'Driscoll Sep 18, 2025 Open
$300B “three hundred billion dollars” Benioff: Salesforce Market Cap Tripled to Mid-$300B in Two Years Marc Benioff Dec 9, 2024 Open
$300B “three hundred billion dollars” O'Driscoll: OpenAI and Anthropic rely on $300B spent by other companies Rory O'Driscoll Jun 25, 2026
$300B “three hundred billion dollars” Drury: Xero surpassed $200M ARR and 600,000 paying subscribers Rod Drury May 20, 2016
$200B “two hundred billion dollars” Ed Sim: Global quarterly VC funding dropped from $200B to $73B Ed Sim Oct 27, 2023 Supported
$200B “two hundred billion dollars” Mitchell Green: Lead Edge Capital bought ByteDance stock at a sub-$200B valuation Mitchell Green Mar 7, 2026
$200B “two hundred billion dollars” Calacanis: Standalone Instagram and YouTube would be worth $150B–$200B Jason Calacanis Aug 14, 2017
$200B “two hundred billion dollars” Left Lane Capital aims for 4x to 5x net MOIC across funds Harley Miller May 2, 2022
$150B “hundred fifty billion dollars” Hower: $100M exits return seed funds but fail multi-stage fund thresholds Lee Hower Mar 8, 2017
$129B “a hundred twenty-nine billion dollars” Dickson: Lehman Brothers Estate Distributed Over $129B by End of 2022 Kris Dickson Mar 13, 2023 Supported
$100B “a hundred Billion dollars” O'Driscoll: Founders Fund's SpaceX deal will return $50B–$100B Rory O'Driscoll Dec 18, 2025 Held up
$100B “a hundred billion dollars” Deeter: Top three LLM companies will raise $100B in six months Byron Deeter Aug 25, 2025 Held up
$100B “a hundred billion dollars” Stebbings: Databricks is valued at $100B, surpassing Snowflake's market cap Harry Stebbings Aug 21, 2025 Supported
$100B “a hundred billion dollars” Kant: $100B is merely the starting price to become an AI hyperscaler Eiso Kant Oct 7, 2024
$100B “a hundred billion dollars” Zhang: A $100B Linktree Requires Becoming a Consumer-First Content Discovery Hub Jiaona Zhang May 17, 2024
$100B “a hundred billion dollars” Stephens: Anduril Could Reach $100B With a Fraction of Lockheed's Revenue Trae Stephens Apr 3, 2024 Open
$100B “a hundred billion dollars” Lonsdale: 8VC Identified 12 Sectors for $100B+ AI Service Displacement Joe Lonsdale Mar 11, 2024
$100B “a hundred billion dollars” Roughly $100 billion in venture capital recently entered defense tech Shyam Sankar Jan 17, 2024 Partly supported
$100B “hundred billion dollars” Babayigit: Japan's Pachinko industry generates more revenue than the Japanese auto industry Akin Babayigit Jun 26, 2023 Contradicted
$100B “a hundred billion dollars” Mitchell Green: Doubling a $100B VC investment requires $25B in earnings Mitchell Green Mar 7, 2026
$100B “hundred billion dollars” Hockey: Column will slowly reach $100M ARR but can hit $10B-$100B long-term William Hockey Dec 3, 2022
$100B “one hundred billion dollars” Gary Vee would refuse $100 billion if forced to permanently retire Gary Vaynerchuk Jun 20, 2022
$100B “hundred billion dollars” Nikesh Arora: Financial markets will not fund another $100B compute capex cycle Nikesh Arora Jun 22, 2026 Open
$100B “a hundred billion dollars” Teare: Series A and B Face Severe Capital Shortage Keith Teare Apr 16, 2015 Partly supported
$100B “a hundred billion dollars” Hannah: Betfair will process over $100B in bets in 2016 Josh Hannah Oct 3, 2016 Didn’t hold up
$100B “a hundred billion dollars” Calacanis: Standalone Instagram and YouTube would be worth $150B–$200B Jason Calacanis Aug 14, 2017
$100B “a hundred billion dollars” Elad Gil: SoftBank Has Had the Greatest Impact of All VC Mega Funds Elad Gil Jul 17, 2018
$100B “a hundred billion dollars” Tisch: Tech companies are now entering public markets at $100B+ liquid valuations David Tisch May 4, 2021 Supported
$100B “a hundred billion dollars” Claure: SoftBank disrupted venture capital just like Uber disrupted taxi drivers Marcelo Claure Aug 30, 2021
$100B “one hundred billion dollars” Vaynerchuk would refuse $100 billion if it meant he had to retire Gary Vaynerchuk Oct 28, 2022
$100B “a hundred billion dollars” O'Driscoll: AI infrastructure spend hits $900B while AI apps struggle past $50B Rory O'Driscoll Jul 23, 2026 Partly supported
$100B “a hundred billion dollars” Angelopoulos: AI data market will reach $100B to $1T by 2030 Anastasios Angelopoulos Aug 2, 2026 Open
$91B “ninety-one billion dollars” Dickson: SVB's $15B mark-to-market gap exceeded its Q4 market cap Kris Dickson Mar 13, 2023 Supported
$90B “ninety billion dollars” Dickson: SVB invested over $90B in long-dated MBS Kris Dickson Mar 13, 2023 Supported
$85B “eighty five billion dollars” Stebbings: Robinhood market cap grew from $35B to $85B in eight months Harry Stebbings Jul 14, 2025 Supported
$80B “eighty billion dollars” Von Ahn: $80 billion is spent annually on language learning worldwide Luis von Ahn Oct 13, 2017 Partly supported
$80B “eighty billion dollars” Stebbings: David Cohen's portfolio companies have created over $80B in value Harry Stebbings Feb 11, 2019 Supported
$75B “seventy five billion dollars” Calacanis: Standalone Instagram and YouTube would be worth $150B–$200B Jason Calacanis Aug 14, 2017
$70B “seventy billion dollars” O'Driscoll: Meta spending $70 billion on AI is inefficient Rory O'Driscoll Nov 6, 2025
$70B “seventy billion dollars” Rick Yang: NEA calculated $70B in brokerage market cap ripe for disruption Rick Yang Jan 28, 2022
$65B “sixty five billion dollars” Ross: Japan allocated $65 billion toward AI initiatives Jonathan Ross Sep 29, 2025 Partly supported
$64B “sixty four billion dollars” Wallace: $64 billion was invested in proptech from 2016 to 2021 Brendan Wallace Feb 18, 2021 Supported
$60B “sixty billion dollars” Case: AOL went public at a $70M valuation before peaking at $160B Steve Case Feb 18, 2019 Partly supported
$60B “sixty billion dollars” Daher: The US SMB bookkeeping and accounting market is $60 billion annually Wasim Daher Aug 2, 2019
$60B “sixty billion dollars” Jain: Uber estimated a $4.2B TAM initially, now handles nearly $60B Gaurav Jain Jan 6, 2020 Supported
$60B “sixty billion dollars” Stebbings: Cursor just sold for $60 billion after only four years Harry Stebbings Aug 29, 2026 Supported
$50B “fifty billion dollars” O'Driscoll: TSMC raising CapEx budget to $50B amid infinite AI demand Rory O'Driscoll Jan 29, 2026 Partly supported
$50B “fifty billion dollars” Randle: First deal back at Kleiner Perkins was SpaceX at $150B Everett Randle Nov 10, 2025
$50B “fifty billion dollars” O'Driscoll: Contact center labor spend ($150B+) dwarfs software spend ($15B) Rory O'Driscoll Jun 12, 2025 Partly supported
$50B “fifty billion dollars” Cahn: Amazon Announced $50 Billion in New Data Centers David Cahn Aug 5, 2024 Supported
$50B “fifty billion dollars” Franceschi: $50B+ in Brex spend was automatically compliant with policy Pedro Franceschi Jul 17, 2024
$50B “fifty billion dollars” Lemkin: Salesforce lost $50 billion in market capitalization overnight Jason Lemkin Jun 3, 2024 Supported
$50B “fifty billion dollars” Farquhar: Atlassian reached ~$4B revenue and $40B-$50B valuation in 2023 Scott Farquhar Oct 9, 2023 Supported
$50B “fifty billion dollars” Reses: Yahoo Earned $50 Billion Through Renegotiated Alibaba Deal Jackie Reses Mar 31, 2023 Supported
$50B “fifty billion dollars” Mitchell Green: Doubling a $100B VC investment requires $25B in earnings Mitchell Green Mar 7, 2026
$50B “fifty billion dollars” In 2014, syndicates deployed $200M compared to $50B in traditional VC Fabrice Grinda Sep 16, 2015 Supported
$50B “fifty billion dollars” US government IT spending exceeds the entire online advertising market Ron Bouganim Oct 29, 2018 Partly supported
$50B “fifty billion dollars” Claure: SoftBank deploys $40B to $50B annually Marcelo Claure Aug 30, 2021
$47B “forty seven billion dollars” Sela: US pizza industry grew to $47B with 4,800 net new independent shops in 2022 Ilir Sela Aug 4, 2023 Supported
$46B “forty six billion dollars” Cognition Reportedly Raising at $46B Valuation With $1.6B Projected ARR Harry Stebbings Sep 3, 2026 Open
$44B “forty four billion dollars” O'Driscoll: Bret Taylor Forced Elon Musk to Complete $44B Twitter Acquisition Rory O'Driscoll Oct 30, 2025 Supported
$40B “forty billion dollars” Cahn: Building out one gigawatt of AI power costs $40B to $60B David Cahn Oct 27, 2025 Supported
$40B “forty billion dollars” O'Driscoll: AI CapEx spend of $600B far outpaces $30B-$40B market revenue Rory O'Driscoll Sep 25, 2025 Partly supported
$40B “forty billion dollars” Obrecht: Canva valuation dropped from $40B to $26B in 2022 Cliff Obrecht Sep 4, 2025
$40B “forty billion dollars” O'Driscoll: A delayed Google IPO would have set a $140B exit benchmark Rory O'Driscoll May 22, 2025
$40B “forty billion dollars” Arora: Masayoshi Son turned a $1 billion Vodafone deal into $40 billion Nikesh Arora May 20, 2024 Supported
$40B “forty billion dollars” Dickson: SVB depositors tried to withdraw over $40B in one day Kris Dickson Mar 13, 2023 Supported
$40B “forty billion dollars” Midha: AMP Is Securing 1.3 Gigawatts of Compute Infrastructure Anjney Midha Apr 14, 2026
$40B “forty billion dollars” O'Driscoll: China represents 30% of market and $40B chip revenue for Nvidia Rory O'Driscoll Apr 23, 2026 Partly supported
$40B “forty billion dollars” Underscore VC's inaugural fund is backed by a $40B+ LP base Michael Skok Sep 21, 2016 Supported
$40B “forty billion dollars” Smith: Global first-and-last-mile transportation is a $40B market Sarah Smith Apr 29, 2019
$35B “thirty-five billion dollars” Jason Lemkin: Thoma Bravo raised $35B fund for B2B acquisitions Jason Lemkin Jun 5, 2025 Partly supported
$35B “thirty-five billion dollars” Stebbings: Portfolio enterprise value is a bullshit metric for VC funds Harry Stebbings Sep 6, 2023
$35B “thirty-five billion dollars” Nubank's Growth to $35B Proves Initial Valuation Concerns Wrong Angela Strange Aug 19, 2021 Supported
$32B “thirty-two billion dollars” Sandell: NEA's top growth basket returned 36% annually over a decade Scott Sandell Mar 11, 2021
$32B “thirty two billion dollars” SoftBank acquired Arm for $32 billion in 2016 Harry Stebbings Sep 2, 2022 Supported
$30B “thirty billion dollars” O'Driscoll: Musk Seeks $70B to $130B in OpenAI Equity Damages Rory O'Driscoll Jan 22, 2026 Supported
$30B “thirty billion dollars” Rory O'Driscoll: AI App Revenue Maxes Out at $30B Against $600B CapEx Rory O'Driscoll Aug 7, 2025 Partly supported
$30B “thirty billion dollars” Lemkin: Thoma Bravo generated $30 billion in distributions last year Jason Lemkin Jun 5, 2025 Contradicted
$30B “thirty billion dollars” Villig: US ride-hailing rivals became bloated due to excess VC capital Markus Villig Nov 13, 2024
$30B “thirty billion dollars” Stebbings: MITIMCo has over $30 billion in assets under management Harry Stebbings Jan 29, 2024 Supported
$30B “thirty billion dollars” Kocher: HITECH Act drove 90% hospital and 80% doctor computer adoption Bob Kocher Sep 23, 2015 Supported
$30B “thirty billion dollars” Cisco held $30 billion on its balance sheet during the 2008 crisis Ellie Wheeler Jan 27, 2016 Supported
$30B “thirty billion dollars” Black female founders received just $250M of $130B US VC in 2018 Arlan Hamilton Oct 5, 2020 Partly supported
$28B “twenty eight billion dollars” Stebbings: Cursor Is Raising Funding at Reported $28B Valuation Harry Stebbings Jul 3, 2025 Supported
$25B “twenty five billion dollars” Only Two NYC Startups From the Last 30 Years Hit $25B Kevin Ryan Apr 10, 2024 Supported
$25B “twenty-five billion dollars” Mitchell Green: Doubling a $100B VC investment requires $25B in earnings Mitchell Green Mar 7, 2026
$25B “twenty-five billion dollars” Mohnot: Uber raised $25B in VC to reach a $50B enterprise value Sheel Mohnot Aug 15, 2022 Partly supported
$25B “twenty five billion dollars” O'Driscoll: AI market blip within two years will enable major acquisitions Rory O'Driscoll Apr 16, 2026
$25B “twenty-five billion dollars” Stebbings: Scale AI Will Reach $2 Billion in Revenue by Late 2025 Harry Stebbings Apr 11, 2025 Partly supported
$24B “twenty four billion dollars” O'Driscoll: Musk's low cost of capital enables AI bets no one else can make Rory O'Driscoll Jun 18, 2026
$23B “twenty-three billion dollars” NEA manages $23 billion in assets Harry Stebbings Mar 11, 2021 Supported
$20B “twenty billion dollars” O'Driscoll: Startups shouldn't delay IPOs just to reach peak private valuations Rory O'Driscoll Sep 25, 2025
$20B “twenty billion dollars” Emad Mostaque: Google spends $20 billion annually on artificial intelligence Emad Mostaque May 24, 2024
$20B “twenty billion dollars” Mostaque: Google will spend $20 billion annually on AI Emad Mostaque May 17, 2023 Held up
$20B “twenty billion dollars” Martin Escobari: GA Portfolio Raised $20B Primary Capital in 2021 Martin Escobari Nov 11, 2022 Supported
$20B “twenty billion dollars” Steckman: Anduril's $20B government contract contains no upfront obligated funds Matthew Steckman Mar 23, 2026 Supported
$20B “twenty billion dollars” Jake Paul: Anti Fund Aims to Manage $10B to $20B Eventually Jake Paul Apr 18, 2026 Open
$20B “twenty billion dollars” O'Driscoll: Apple pays Google $1B for Gemini while receiving $20B for search Rory O'Driscoll Jun 11, 2026 Supported
$20B “twenty billion dollars” Stebbings: Bending Spoons filing US IPO at $20B valuation Harry Stebbings Jun 11, 2026 Supported
$20B “twenty billion dollars” Gautam Gupta: Top 20 CPG companies lost $20B market share since 2014 Gautam Gupta Feb 10, 2017 Supported
$20B “twenty billion dollars” Enterprise software companies can now reach $10B to $20B valuations Arif Jan Mohamed Oct 21, 2019
$20B “twenty billion dollars” Insight Partners raised a $20 billion fund in early 2022 Harry Stebbings Mar 28, 2022 Supported
$20B “twenty billion dollars” Emad Mostaque: Google Spends $20 Billion per Year on AI Emad Mostaque Sep 15, 2023
$20B “twenty billion dollars” Stebbings backed Mercor at a $2B-$3B valuation but passed at $20B Harry Stebbings Aug 29, 2026
$15B “fifteen billion dollars” O'Driscoll: SpaceX Valued Over 40x Run Rate at $15B Revenue Rory O'Driscoll Dec 11, 2025 Partly supported
$15B “fifteen billion dollars” Stebbings: On Holding reached $4B in sales with 61.5% gross margins Harry Stebbings Aug 21, 2025 Partly supported
$15B “fifteen billion dollars” O'Driscoll: Accel likely generated a $2 billion gain on Scale AI Rory O'Driscoll Jun 26, 2025 Supported
$15B “fifteen billion dollars” US pet services is a fragmented $15B market with no dominant player Aaron Hirschhorn May 13, 2016 Contradicted
$15B “fifteen billion dollars” Krim: 20 Million Americans Will Buy $15B in Mattresses in 2018 Philip Krim Aug 31, 2018 Supported
$15B “fifteen billion dollars” David Sacks: Top Startup Outcomes End Up 10x Larger Than Founders Expect David Sacks Jun 15, 2020
$15B “fifteen billion dollars” Foroughi: AppLovin will clear over $15 billion in ad spend by 2022 Adam Foroughi Nov 29, 2021 Didn’t hold up
$13.3B “13.3 billion dollars” OpenSea raised $423M total, reaching a $13.3B valuation in latest round Harry Stebbings Jan 14, 2022 Supported
$12B “twelve billion dollars” Stebbings: Open Evidence raised at $12B valuation led by Thrive and DST Harry Stebbings Jan 29, 2026 Supported
$12B “twelve billion dollars” Randle: Writing mega-growth checks prevents firms from staying focused on Series A Everett Randle Nov 10, 2025
$12B “twelve billion dollars” O'Driscoll: xAI is at best fourth in LLMs while burning $12B yearly Rory O'Driscoll Apr 9, 2026
$11B “eleven billion dollars” O'Driscoll: Chime's valuation is capped at $11B by US bank efficiency Rory O'Driscoll Aug 21, 2025
$11B “eleven billion dollars” Stebbings: Holds significant Airtable equity after four portfolio company acquisitions Harry Stebbings Jul 3, 2025
$11B “eleven billion dollars” Brown: Americans pay $11 billion annually in credit card late fees Jason Brown Apr 28, 2017 Supported
$11B “eleven billion dollars” Tinder created over $11B in market value in under three years Harry Stebbings Jul 26, 2019 Supported
$11B “eleven billion dollars” Claure: Sprint Cut $11B in Costs Under His Leadership Marcelo Claure Aug 30, 2021 Contradicted
$10B “ten billion dollars” Andrew Ng: High capital efficiency hinders deploying billions in AI applications Andrew Ng Nov 17, 2025
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