The Numbers Museum

Every specific figure ever claimed on the show. 146 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$20T “20 trillion dollars” Barton: AI TAM is $20T in labor spend, not just $1T software Michael Barton Oct 23, 2025
$10T “10 trillion dollars” Vasavada: Enterprise RIA assets will hit $10 trillion by 2032 Samir Vasavada Jul 25, 2025 Open
$8T “eight trillion dollars” Friedberg: US billionaires hold $8T of $183T wealth while bottom 50% hold $4T David Friedberg Jul 22, 2026 Supported
$6T “six trillion dollars” O'Shea: AI Companies Accounted for 70-75% of 2025 Market Gains Molly O'Shea Jan 23, 2026 Supported
$5T “five trillion dollars” Lin: Top companies will reach $10 trillion valuations within ten years Alfred Lin Mar 9, 2026 Open
$2T “two trillion dollars” Vasavada: Enterprise RIA assets will hit $10 trillion by 2032 Samir Vasavada Jul 25, 2025 Open
$2T “two trillion dollars” Vasavada: Sub-2% of $83T Retail Wealth Is in Alternatives Samir Vasavada Jul 25, 2025 Supported
$2T “two trillion dollars” Levy: Total US commercial corporate card spend is $2 trillion annually Art Levy Jul 10, 2025 Supported
$1.3T “1.25 trillion dollars” Rangwalla: SpaceX reached a $1.25T valuation in xAI transaction Jaimin Rangwalla May 15, 2026 Supported
$1.2T “1.2 trillion dollars” Mavrookas: US Navy 30-year shipbuilding plan will cost $1.2 trillion Dino Mavrookas Sep 8, 2026 Supported
$1T “a trillion dollars” Laffont: Microsoft lost nearly $1T in value over AI positioning concerns Thomas Laffont Mar 6, 2026
$1T “a trillion dollars” Rao: Trillion-dollar GPU data centers are physically impossible to power Naveen Rao Feb 7, 2026
$1T “a trillion dollars” Clements: The market will see $10 trillion companies in the next cycle Miles Clements Jul 6, 2026 Open
$1T “a trillion dollars” Harrison: F-35 Program Costs Could Reach $1T Versus Projected $13B–$15B Kyle Harrison Apr 29, 2026 Partly supported
$1T “a trillion dollars” Happi: Hyperscalers plan $1 trillion in data center capex Hannan Happi Apr 15, 2026 Supported
$1T “a trillion dollars” Foroughi: Mobile gaming ad spend cannot support a $1T valuation Adam Foroughi Aug 14, 2026
$1T “a trillion dollars” Mavrookas: Only 1% of US defense budget allocated to autonomy Dino Mavrookas Sep 8, 2026 Supported
$800B “eight hundred billion dollars” McGee: Apple's China Investment from 2007 to 2025 Exceeds $800B Patrick McGee Sep 1, 2025 Supported
$700B “seven hundred billion dollars” Katzenberg: Hyperscalers are investing $700B in capex over 24 months Jeffrey Katzenberg Dec 29, 2025 Supported
$400B “Four hundred billion dollars” Agrawal: Cloud Computing Generates $400B in Apps but Only $50B in Semis Apoorv Agrawal Aug 27, 2025
$275B “two hundred seventy five billion dollars” McGee: Tim Cook Pledged $275B in Apple Investment to China Patrick McGee Sep 1, 2025 Supported
$200B “two hundred billion dollars” Agrawal: OpenAI's Consumer Business Could Reach $200B in Annual Revenue Apoorv Agrawal Aug 27, 2025
$150B “a hundred fifty billion dollars” Little: $150B Defense Investment Over Last Three Years Matches Prior Decade Greg Little Jul 22, 2025 Supported
$100B “a hundred billion dollars” Ramaswamy: Google Search Ads scaled from $1.6B to $100B under his tenure Sridhar Ramaswamy Jan 23, 2026 Partly supported
$100B “a hundred billion dollars” Ramaswamy: Snowflake was valued at over $100B with under $1B revenue Sridhar Ramaswamy Jan 23, 2026 Supported
$100B “a hundred billion dollars” Rangwalla: Meta was the largest Mag Seven IPO at $100B Jaimin Rangwalla May 15, 2026 Partly supported
$71B “seventy one billion dollars” Romo: Space Force budget request has grown to $71 billion Eric Romo Jun 2, 2026 Supported
$60B “sixty billion dollars” Rangwalla: Combined OpenAI and Anthropic ARR Exceeds Salesforce and ServiceNow Jaimin Rangwalla May 15, 2026 Supported
$55B “fifty-five billion dollars” McGee: Tim Cook Pledged $275B in Apple Investment to China Patrick McGee Sep 1, 2025 Supported
$50B “fifty billion dollars” Building a data center requires roughly $50 billion in CapEx per gigawatt Hannan Happi Apr 15, 2026
$48B “forty eight billion dollars” Affirm Will Originate Over $47 Billion in Loans This Fiscal Year Max Levchin Apr 13, 2026 Held up
$40B “forty billion dollars” Agrawal: AI Semis Generate $200B, While AI Apps Are Only Earning $40B Apoorv Agrawal Aug 27, 2025
$40B “forty billion dollars” Agrawal: Meta Generates Double OpenAI's $40B Funding in Annual Operating Cash Flow Apoorv Agrawal Aug 27, 2025 Supported
$25B “twenty five billion dollars” Raanan: Cyberstarts' 2018 fund turned $50M into nearly $2B in three years Gilly Raanan Mar 11, 2026 Partly supported
$20B “twenty billion dollars” Feldman: Cerebras to provide OpenAI over $20B in hardware Andrew Feldman Jul 13, 2026
$20B “twenty billion dollars” Mathew: Accel bought Facebook secondary shares around a $20B valuation Arun Mathew Jul 6, 2026 Supported
$20B “twenty billion dollars” Moore: Billion-dollar checks in frontier AI could return up to $20B Bucky Moore May 5, 2025
$15B “fifteen billion dollars” Mathew: Accel bought Facebook secondary shares around a $20B valuation Arun Mathew Jul 6, 2026 Supported
$15B “fifteen billion dollars” Harrison: F-35 Program Costs Could Reach $1T Versus Projected $13B–$15B Kyle Harrison Apr 29, 2026 Partly supported
$12B “twelve billion dollars” Maguire: Sequoia invested ~$1.2B in SpaceX, now worth ~$12B Shaun Maguire Jan 28, 2026
$10B “ten billion dollars” Cohen: Navan reaches over $10 billion in annual bookings Ariel Cohen Jul 19, 2026 Supported
$10B “ten billion dollars” Garrett: SpaceX has only raised $10B over 23 years Christian Garrett Mar 21, 2025 Supported
$10B “ten billion dollars” McCormick: SpaceX suffered only ~50% dilution despite raising $10B in equity Packy McCormick Feb 14, 2025
$9B “nine billion dollars” Rangwalla: Anthropic Grew ARR From $9B in December to $30B Jaimin Rangwalla May 15, 2026 Supported
$8.4B “8.4 billion dollars” Avalara and TaxJar abandoned SMB market after acquisitions, says Badangay Rohit Badangay Sep 13, 2024 Partly supported
$7B “seven billion dollars” Harrison: $1M in Ukrainian Drones Destroyed a Third of Russia's Bomber Fleet Kyle Harrison Apr 29, 2026 Partly supported
$5.2B “5.15 billion dollars” Franceschi: Private fundraising valuations differ fundamentally from 100% full-liquidity acquisitions Pedro Franceschi Jan 30, 2026
$4B “four billion dollars” Randle: Multiple people I know hold $3B to $4B in Anthropic Ev Randle Jun 29, 2026
$3B “three billion dollars” Chaddha: Mayfield stealth startup scaled $0 to $3B in 14 months Navin Chaddha Oct 3, 2025
$3B “three billion dollars” Siemiatkowski: Klarna paid Salesforce $2M annually on $3B in revenue Sebastian Siemiatkowski Sep 12, 2025
$2B “two billion dollars” Raanan: Cyberstarts' 2018 fund turned $50M into nearly $2B in three years Gilly Raanan Mar 11, 2026 Partly supported
$1.6B “1.6 billion dollars” Ramaswamy: Google Search Ads scaled from $1.6B to $100B under his tenure Sridhar Ramaswamy Jan 23, 2026 Partly supported
$1.5B “a half billion dollars” Liang: SambaNova has raised $2.5 billion in total capital Rodrigo Liang Jul 17, 2026
$1.5B “a half billion dollars” Rangwalla: Anthropic Grew ARR From $9B in December to $30B Jaimin Rangwalla May 15, 2026 Supported
$1.5B “1.5 billion dollars” Wander is adding 200 to 300 homes worth $1.5B this month John Andrew May 28, 2025
$1.5B “half a billion dollars” Josephs: Autopilot reached $500M in traded AUM and 2.5M downloads Chris Josephs Apr 18, 2025
$1.5B “half a billion dollars” Institutional buyers will emerge for $500M single-position venture fund secondaries Alex Kolicich Oct 11, 2024 Open
$1.2B “1.2 billion dollars” Maguire: Sequoia invested ~$1.2B in SpaceX, now worth ~$12B Shaun Maguire Jan 28, 2026
$1.2B “1.2 billion dollars” Beck: Branson poured $1.2B into Virgin Orbit before it went bankrupt Sir Peter Beck Aug 26, 2026 Partly supported
$1B “a billion dollars” Woo: Prime is the fastest-growing beverage in history with $1B sales Geoffrey Woo Feb 11, 2026 Partly supported
$1B “a billion dollars” Goldstein: Airplane startups require at least $1 billion in capital Adam Goldstein Jan 17, 2026
$1B “a billion dollars” Ramaswamy: Snowflake was valued at over $100B with under $1B revenue Sridhar Ramaswamy Jan 23, 2026 Supported
$1B “a billion dollars” O'Shea: Sourcery will only cover fundraising announcements over $1 billion Molly O'Shea Dec 31, 2025
$1B “a billion dollars” Mathew: Accel now regularly invests $500M to over $1B per company Arun Mathew Jul 6, 2026
$1B “a billion dollars” Shadbolt: $1B in revenue marks the starting point for useful quantum computing Pete Shadbolt Sep 10, 2025
$1B “a billion dollars” Ashlee Vance: Worthwhile Hardware Breakthroughs Require 10 to 12 Years Ashlee Vance Sep 11, 2025
$1B “a billion dollars” Little: DoD Audit Data Prevents $1B in Improper Vendor Payments Annually Greg Little Jul 22, 2025 Partly supported
$1B “a billion dollars” Stripe and Shopify were each valued at $1B when they partnered Art Levy Jul 10, 2025 Partly supported
$1B “a billion dollars” Randle: AI startups can hit $1B revenue without proving unit economics Ev Randle Jun 29, 2026
$1B “a billion dollars” Kleiner Perkins checks range from $1M early-stage to $150M growth Leigh Marie Braswell May 2, 2025
$1B “a billion dollars” Moore: Billion-dollar checks in frontier AI could return up to $20B Bucky Moore May 5, 2025
$1B “a billion dollars” Guo: Passes will reach a billion-dollar valuation just by acquiring creators Lucy Guo Dec 13, 2024 Open
$1B “a billion dollars” Fiedler: All 20 of Coca-Cola's billion-dollar brands are declining year-over-year Jason Fiedler Nov 8, 2024 Contradicted
$1B “a billion dollars” Avalara and TaxJar abandoned SMB market after acquisitions, says Badangay Rohit Badangay Sep 13, 2024 Partly supported
$1B “a billion dollars” Coogan: Nicotine Replacement Therapy Category Generates Under $1B in Revenue John Coogan Jul 24, 2024 Contradicted
$1B “a billion dollars” Beck: Rocket Lab Added Nearly $1B in Backlog in Record Quarter Sir Peter Beck Aug 24, 2026 Partly supported
$800M “eight hundred million dollars” Kleiner Perkins deploys $800M venture fund and $1.2B growth fund Leigh Marie Braswell May 2, 2025 Partly supported
$660M “six hundred sixty million dollars” a16z prepares second American Dynamism fund after $660M first vehicle David Ulevitch Nov 18, 2025
$625M “six hundred twenty-five million dollars” Zipline closes over $625M in new funding to accelerate expansion Keller Rinaudo Cliffton Jan 21, 2026
$500M “five hundred million dollars” Mathew: Accel now regularly invests $500M to over $1B per company Arun Mathew Jul 6, 2026
$500M “five hundred million dollars” Suster: Disciplined valuations leave startups a much larger pool of potential acquirers Mark Suster Jun 28, 2024
$400M “four hundred million dollars” Katzenberg predicts WndrCo will generate $400M in free cash flow next year Jeffrey Katzenberg Dec 29, 2025
$350M “three hundred fifty million dollars” Josephs: About $350M in capital follows Nancy Pelosi's trades on Autopilot Chris Josephs Apr 18, 2025
$260M “two hundred sixty million dollars” Power: Hadrian raises $260M in equity and factory financing Chris Power Jul 18, 2025
$260M “two hundred sixty million dollars” Power: Morgan Stanley provides factory financing for Hadrian's $260M round Chris Power Jul 18, 2025
$108M “a hundred eight million dollars” Whop processed over $108 million for creators in a single month Jack Sharky May 23, 2025
$100M “a hundred million dollars” Senra claims podcasters get elite access that a $100M raise cannot buy David Senra Dec 31, 2025
$100M “a hundred million dollars” Tusk Only Backs AI Companies With Series A Valuations Under $100M Bradley Tusk Nov 29, 2025
$100M “a hundred million dollars” PsiQuantum Spent Over $100M to Establish Manufacturing at GlobalFoundries Pete Shadbolt Sep 10, 2025
$100M “a hundred million dollars” Siemiatkowski: Klarna swung from -$100M to +$1M-$2M monthly profit in 2 years Sebastian Siemiatkowski Sep 12, 2025 Supported
$100M “a hundred million dollars” Nasty Gal reached over $100M in revenue before its bankruptcy Sophia Amoruso Aug 18, 2025 Supported
$100M “a hundred million dollars” Del Buono: AI Startup Check Sizes Make Fund Scale Essential in Venture Michel Del Buono Mar 27, 2026
$100M “a hundred million dollars” Wander has raised over $100M in venture equity John Andrew May 28, 2025
$100M “a hundred million dollars” Beck: Rocket Lab bought Virgin Orbit's $100M facility for $16M Sir Peter Beck Aug 28, 2026 Partly supported
$100M “a hundred million dollars” Beck: Rocket Lab reached orbit for under $100M with 80 people Sir Peter Beck Aug 26, 2026
$80M “eighty million dollars” Romo: Falcon Heavy costs $70M to $80M more than Falcon 9 Eric Romo Jun 2, 2026 Partly supported
$80M “eighty million dollars” Lead Bank reached $280M in revenue and $31M in net income Jackie Reses May 28, 2026 Contradicted
$80M “eighty million dollars” Whop has raised about $80 million through Series B Jack Sharky May 23, 2025
$75M “seventy-five million dollars” WndrCo allocates $50M-$75M per studio build and $5M-$15M for venture checks Chen Li Dec 29, 2025
$75M “seventy-five million dollars” Vulcan Elements Raises $65M Series A Led by Altimeter John Maslin Aug 11, 2025
$70M “seventy million dollars” Tusk: Fund II is at 3.5x on paper with no real DPI Bradley Tusk Nov 29, 2025
$68M “sixty eight million dollars” O'Shea: Saturn raised over $68M in funding from top Valley investors Molly O'Shea Feb 21, 2025 Partly supported
$65M “sixty-five million dollars” Senra Systems Closes $65M Series B Led by Lowercarbon and Interlagos Jordan Black Jul 15, 2026
$60M “sixty million dollars” Soylent hit $60M revenue before bad hires ruined the company John Coogan Jul 24, 2024 Supported
$50M “fifty million dollars” Raanan: Cyberstarts' 2018 fund turned $50M into nearly $2B in three years Gilly Raanan Mar 11, 2026 Partly supported
$50M “fifty million dollars” Blania: Merge Labs Raised a $250 Million Seed Round Alex Blania Feb 16, 2026
$50M “fifty million dollars” Capital One filings allocate $950M for Brex integration and retention Pedro Franceschi Jan 30, 2026 Supported
$50M “fifty million dollars” Katzenberg offered Steve Jobs $50M to buy Pixar, but Jobs refused Jeffrey Katzenberg Dec 29, 2025 Not publicly verifiable
$50M “fifty million dollars” Ulevitch: Federal R&D overhead gives defense primes a monopoly over startups David Ulevitch Nov 18, 2025
$50M “fifty million dollars” Serhant claims 22-year-old streamer iShowSpeed makes $50M a year Ryan Serhant Nov 3, 2025
$50M “fifty million dollars” Barton: Google and OpenAI Pay Reddit ~$50M Annually for Training Data Michael Barton Oct 23, 2025 Supported
$50M “fifty million dollars” Amoruso bootstrapped Nasty Gal to $28M revenue, retaining 80% ownership Sophia Amoruso Aug 18, 2025 Supported
$50M “fifty million dollars” Vasavada: Vise manages accounts ranging from $200 to over $150 million Samir Vasavada Jul 25, 2025
$50M “fifty million dollars” Del Buono: Perennial targets centi-millionaires and billionaires with $25M-$50M minimum Michel Del Buono Mar 27, 2026
$50M “fifty million dollars” Alter: Toyota, Boeing, and Samsung pay tens to hundreds of millions for legacy software Molly Alter Sep 20, 2024
$43M “forty three million dollars” Simoni: Allen Control Systems Has Raised $43 Million So Far Steve Simoni Oct 5, 2025
$42M “forty two million dollars” Hunter Walk: Homebrew's first two funds achieved over 120% capital recycling Hunter Walk Jun 14, 2024
$40M “forty million dollars” Exowatt has raised about $140M over the last two years Hannan Happi Apr 15, 2026 Supported
$40M “forty million dollars” Josephs: Autopilot has $40M copying an AI-generated ChatGPT investment portfolio Chris Josephs Apr 18, 2025 Contradicted
$35M “Thirty five million dollars” Tusk Ventures Fund I Is Currently Sitting at a 5x Multiple Bradley Tusk Nov 29, 2025
$31M “thirty one million dollars” Lead Bank reached $280M in revenue and $31M in net income Jackie Reses May 28, 2026 Contradicted
$30M “thirty million dollars” Senra claims a single sponsor paid Pat McAfee $30 million annually David Senra Dec 31, 2025 Partly supported
$30M “30 million dollars” Slotowicz: Pre-owned private jet prices range from $3M to $30M across categories Israel "Izzy" Slotowicz Jun 20, 2026 Open
$30M “thirty million dollars” Kim: a16z check sizes are dictated by strict fund ownership requirements Brian Kim Jul 3, 2025
$28M “twenty-eight million dollars” Amoruso bootstrapped Nasty Gal to $28M revenue, retaining 80% ownership Sophia Amoruso Aug 18, 2025 Supported
$25M “twenty five million dollars” Zuckerberg: Long Journey aims to invest up to $25M in breakout companies Arielle Zuckerberg Mar 14, 2025
$24M “twenty four million dollars” Raanan: Wiz scaled quarterly sales from $1M to $24M in year one Gilly Raanan Mar 11, 2026 Contradicted
$20M “twenty million dollars” Raanan: Wiz raised a $20M seed syndicate at a $66M post-money valuation Gilly Raanan Mar 11, 2026
$20M “twenty million dollars” Arc Boats delivered its first electric boat with under $20M deployed Mitch Lee Sep 7, 2025
$15M “fifteen million dollars” WndrCo allocates $50M-$75M per studio build and $5M-$15M for venture checks Chen Li Dec 29, 2025
$12M “twelve million dollars” Tusk: Early Uber Advisory Equity Stake Reached $12M Valuation Following Funding Round Bradley Tusk Nov 29, 2025 Not publicly verifiable
$10M “ten million dollars” Zamp raises $10M Series A led by Valor Equity Partners Rohit Badangay Sep 13, 2024
$10M “ten million dollars” Sadeghi: Whole genome sequencing cost $10M per sample in 2006 Kian Sadeghi Aug 16, 2024 Supported
$8M “eight million dollars” Raanan: Wiz scaled quarterly sales from $1M to $24M in year one Gilly Raanan Mar 11, 2026 Contradicted
$8M “eight million dollars” Beck: Small Rockets Cannot Absorb $1.5M Launch Pad Fees Sir Peter Beck Aug 24, 2026
$5M “five million dollars” Opendoor paid a consulting firm $5M to advise cutting quality across operations Kaz Nejatian Feb 24, 2026
$5M “five million dollars” Agrawal: Palantir's Median ACV Is Over $5 Million Apoorv Agrawal Aug 27, 2025 Not publicly verifiable
$4M “four million dollars” Asparouhov: Varda per-mission cost will drop to $3.5M–$4M by mission six Delian Asparouhov Mar 15, 2024
$3M “three million dollars” Ritter: Veeva scaled to $2.5B revenue on just $3M in capital Gordon Ritter Jan 30, 2025
$2M “two million dollars” Raanan: Wiz scaled quarterly sales from $1M to $24M in year one Gilly Raanan Mar 11, 2026 Contradicted
$2M “two million dollars” Siemiatkowski: Klarna swung from -$100M to +$1M-$2M monthly profit in 2 years Sebastian Siemiatkowski Sep 12, 2025 Supported
$2M “Two million dollars” K2 Space produces reaction wheels 10x to 100x cheaper than Honeywell Eric Crispin May 16, 2025
$1.4M “1.4 million dollars” Josephs: Richard Burr sold $1.4M in stocks after publishing reassuring COVID-19 op-ed Chris Josephs Apr 18, 2025 Supported
$1M “a million dollars” Harrison: $1M in Ukrainian Drones Destroyed a Third of Russia's Bomber Fleet Kyle Harrison Apr 29, 2026 Partly supported
$1M “a million dollars” Kleiner Perkins checks range from $1M early-stage to $150M growth Leigh Marie Braswell May 2, 2025
$1K “a thousand dollars” Abouzeid: Personal tax prep firms avoid complex, multi-jurisdiction clients Nick Abouzeid Mar 22, 2024
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