The Numbers Museum

Every specific figure ever claimed on the show. 106 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$20T “20 trillion dollars” Brooks: US poverty rate stayed at 10-15% despite $20T spent Arthur Brooks Jul 13, 2021 Supported
$20T “20 trillion dollars” Frerichs: Big Three Asset Managers Lead 95% of S&P 500 Companies Anson Frerichs Feb 21, 2025 Partly supported
$11T “11 trillion dollars” Khanna: Silicon Valley's market cap rose 40% to $11T in two years Rep. Ro Khanna Jan 14, 2022 Partly supported
$10T “10 trillion dollars” Taiwan conflict would cost global economy $10 trillion and cause depression Dmitri Alperovitch Aug 22, 2024
$10T “10 trillion dollars” Lonsdale: Retiring Baby Boomers Will Offload $10 Trillion in Small Businesses Joe Lonsdale Apr 9, 2026 Supported
$7.8T “7.8 trillion dollars” Dubai plans $7.8T investment to become a top-three global economic hub Yitz Applbaum Apr 5, 2023 Supported
$4T “four trillion dollars” Vought: The budget bill will drive 3% GDP growth and $4T output Russ Vaught Jul 22, 2025 Open
$3T “three trillion dollars” Lonsdale: Global Programmer Compensation Totals About $3 Trillion Annually Joe Lonsdale Feb 17, 2026 Partly supported
$2.2T “2.2 trillion dollars” Balaji: Stanford and Fed studies reveal $2.2T in unrealized bank losses Balaji Srinivasan May 11, 2023 Supported
$1.7T “1.7 trillion dollars” Machado: Free Venezuela Represents Over $1.7 Trillion Business Opportunity Maria Corina Machado Aug 21, 2025
$1.5T “1.5 trillion dollars” Vought: Reconciliation bill's $1.5T mandatory cuts nearly double 1997 record Russ Vaught Jul 22, 2025 Partly supported
$1.5T “a half trillion dollars” Vought: Trump Budget Cuts and Tariffs Cover One-Third of Deficit Gap Russ Vaught Jul 22, 2025
$1T “a trillion dollars” Lonsdale: Stripe could reach a $1 trillion valuation Joe Lonsdale Aug 11, 2021
$1T “a trillion dollars” Langone: US spends more on national debt interest than military defense Ken Langone Jul 3, 2024 Supported
$1T “a trillion dollars” McCord: AI infrastructure spending will reach $1T by early 2030s Brendan McCord Dec 13, 2024 Held up
$1T “a trillion dollars” Lonsdale: AI can already double productivity across $2.1T in US services Joe Lonsdale Nov 2, 2024
$1T “a trillion dollars” Scott: Global venture investments are on track to exceed $1T in 2026 Eric Scott May 22, 2026 Open
$1T “a trillion dollars” Sankar: The US has likely lost deterrence despite $1T defense budget Shyam Sankar May 8, 2026
$800B “eight hundred billion dollars” Vought: Reconciliation bill's $1.5T mandatory cuts nearly double 1997 record Russ Vaught Jul 22, 2025 Partly supported
$400B “four hundred billion dollars” JD Ross: Insurance brokers collect $200B to $400B annually in fees JD Ross Feb 27, 2026 Supported
$300B “three hundred billion dollars” Davidson: Over $300 billion in US construction spend is managed on paper Maria Davidson May 4, 2023
$280B “two hundred eighty billion dollars” Lonsdale: US Medical Insurance Billing Is a $280 Billion Annual Market Joe Lonsdale Dec 7, 2023 Supported
$250B “two hundred fifty billion dollars” Lonsdale: $250B is spent annually on US healthcare billing Joe Lonsdale Oct 25, 2023 Supported
$200B “two hundred billion dollars” Pentagon Office of Strategic Capital has 200 billion dollars in loan capacity Emil Michael Jan 9, 2026
$200B “two hundred billion dollars” Loeffler: Biden Administration Tried to Forgive $200B in Pandemic Loans Kelly Loeffler Mar 13, 2026 Contradicted
$200B “two hundred billion dollars” Office of Strategic Capital has $200B for defense and critical minerals Emil Michael Jul 24, 2026
$100B “a hundred billion dollars” Lonsdale: US NGOs receive over $100B in government funding Joe Lonsdale Nov 15, 2024 Supported
$100B “a hundred billion dollars” Emil Michael: Uber has paid roughly $100B to drivers over time Emil Michael Feb 14, 2024 Supported
$100B “a hundred billion dollars” Pentagon Office of Strategic Capital has 200 billion dollars in loan capacity Emil Michael Jan 9, 2026
$100B “a hundred billion dollars” Pentagon will not spend $100B building custom frontier AI models Emil Michael Jan 9, 2026
$100B “a hundred billion dollars” Kaplan: US government spends $100B annually on IT modernization Russell Kaplan Mar 27, 2026 Partly supported
$100B “a hundred billion dollars” The Pentagon will not spend $100B building in-house frontier AI models Emil Michael Jul 24, 2026
$100B “a hundred billion dollars” Office of Strategic Capital has $200B for defense and critical minerals Emil Michael Jul 24, 2026
$80B “eighty billion dollars” Frerichs: California's $280B Pension Fund Funded at 80 Cents per Dollar Anson Frerichs Feb 21, 2025 Partly supported
$75B “seventy five billion dollars” Gerstner: Annual US Corporate 401(k) Matching Equals $75 Billion Brad Gerstner Oct 25, 2023 Contradicted
$50B “fifty billion dollars” Lowery: Only single-digit billions of DoD budget are flexibly reprogrammable Andy Lowery Aug 16, 2024 Supported
$40B “forty billion dollars” Hodges: Anduin has processed $40B across 22,000 investors Eliot Hodges May 17, 2023
$40B “forty billion dollars” Oyerinde: US government gives $40B in free education grants annually Tade Oyerinde Nov 23, 2023 Supported
$40B “forty billion dollars” Frerichs: Bud Light Backlash Erased $40 Billion in Market Cap Anson Frerichs Feb 21, 2025 Contradicted
$40B “forty billion dollars” Loeffler: SBA's 8(a) Program Represents $40B in Annual Contracting Kelly Loeffler Mar 13, 2026 Contradicted
$40B “forty billion dollars” Lonsdale: US spends $40B annually on incompetent training programs Joe Lonsdale Feb 17, 2026 Contradicted
$40B “forty billion dollars” Lonsdale: The US spends $40B annually on incompetent job training programs Joe Lonsdale Jul 9, 2026 Partly supported
$34B “thirty four billion dollars” Cinnamon: Annualized spend on satellite buses is roughly $34 billion Ian Cinnamon Aug 13, 2025 Partly supported
$30B “thirty billion dollars” Lonsdale: Intelligence community spent over $30 billion on databases and data Joe Lonsdale Aug 18, 2023 Supported
$30B “thirty billion dollars” Langone: Eli Lilly's Mounjaro will exceed $30B annually by 2030 Ken Langone Jul 3, 2024 Open
$20B “twenty billion dollars” Mintz: California spent $20B on homelessness as homeless population rose 20% Nathan Mintz Apr 27, 2023 Supported
$20B “twenty billion dollars” Sofman: US excavation contracts total around $120 billion annually Boris Sofman Jul 16, 2025 Supported
$10B “ten billion dollars” Modern Aircraft Carriers Cost Ten Billion Dollars and Take Ten Years Dino Mavrucas Sep 12, 2024 Supported
$10B “ten billion dollars” Pahlavi: US should repurpose frozen regime funds rather than release them Crown Prince Reza Pahlavi Apr 18, 2024
$9B “nine billion dollars” Loeffler: SBA Uncovered $9B in COVID Fraud in California, $430M in Minnesota Kelly Loeffler Mar 13, 2026 Supported
$8B “eight billion dollars” Vought: Rescissions bill cuts $1B from CPB and $8B in foreign aid Russ Vaught Jul 22, 2025 Supported
$7B “seven billion dollars” Lonsdale: The EPA spends $7 billion annually to stop domestic building projects Joe Lonsdale Nov 8, 2023
$6B “six billion dollars” Lonsdale: Morgan Stanley spends $5B to $6B annually on technology Joe Lonsdale Feb 15, 2023 Partly supported
$6B “six billion dollars” Michael: Uber beat Lyft by 20x despite Lyft launching ridesharing first Emil Michael Feb 14, 2024
$5B “five billion dollars” Gebbia: Airbnb has collected over $5B in municipal hotel taxes Joe Gebbia Apr 12, 2023 Supported
$3B “three billion dollars” Lomborg: $3B Annually Would Save 166,000 Mothers and 1.2M Newborns Bjorn Lomborg Feb 29, 2024
$3B “three billion dollars” Loeffler: SBA Cut Headcount by 53% and Canceled $3B in Contracts Kelly Loeffler Mar 13, 2026
$2.7B “2.7 billion dollars” Nolan: General Matter won a massive DOE contract for HALEU uranium enrichment Scott Nolan Jun 5, 2026 Supported
$2B “two billion dollars” Gebbia: Airbnb raised about $2 billion in emergency debt during COVID-19 Joe Gebbia Apr 12, 2023 Supported
$1.8B “1.8 billion dollars” Lonsdale sold an undisclosed co-founded company for $1.8B in April 2024 Joe Lonsdale May 2, 2024
$1.8B “1.8 billion dollars” Lonsdale: Cox Enterprises acquired OpenGov for $1.8B Joe Lonsdale Jan 23, 2025 Supported
$1B “a billion dollars” Sprowls: Florida passed a $1B resiliency bill for coastal infrastructure Chris Sprowls Jan 20, 2022
$1B “a billion dollars” Davidson: Kojo processes around $1 billion in annual spend Maria Davidson May 4, 2023
$1B “a billion dollars” Karp: Five Equity-Incentivized Engineers Beat 5,000 Corporate Employees Alex Karp Jul 14, 2023
$1B “a billion dollars” Vought: Rescissions bill cuts $1B from CPB and $8B in foreign aid Russ Vaught Jul 22, 2025 Supported
$1B “a billion dollars” Bevirt: Joby secured an initial $1B tranche for Saudi Arabian commercialization JoeBen Bevirt Jun 4, 2025
$1B “a billion dollars” Lonsdale: Competitors are weaponizing Reid Hoffman's politics against Joby Joe Lonsdale Jun 4, 2025
$1B “a billion dollars” Thiel: Building a Manhattan subway costs roughly $1 billion per mile Peter Thiel Apr 17, 2025 Contradicted
$1B “a billion dollars” Hilton: California government unions spend $1 billion annually on political contributions Steve Hilton Jun 19, 2025 Contradicted
$1B “a billion dollars” Liemandt: Trilogy was the first AI enterprise product to hit $1B Joe Liemandt Oct 17, 2025 Not publicly verifiable
$1B “a billion dollars” Liemandt: Withdrawing $1 billion in cash to fund education reform Joe Liemandt Oct 17, 2025
$800M “eight hundred million dollars” Gimenez: Resilience Bio raised $800M in five months Dr. Francisco Gimenez Apr 18, 2022 Supported
$700M “seven hundred million dollars” Loeffler: SBA revoked USAID authority over a $700M migration study contract Kelly Loeffler Mar 13, 2026 Partly supported
$400M “four hundred million dollars” Ross: Rio Tinto spent $400M over 10 years seeking Arizona copper mine permits Wilbur Ross Aug 30, 2024 Partly supported
$300M “three hundred million dollars” Lonsdale: Boring Company built a station for $30M vs $300M contractor quotes Joe Lonsdale Feb 29, 2024 Not publicly verifiable
$250M “two hundred fifty million dollars” Applbaum: MizMaa Ventures is on Fund II with $250M raised Yitz Applbaum Apr 5, 2023
$250M “two hundred fifty million dollars” Gebbia: Airbnb funded a $250 million relief fund for hosts during COVID-19 Joe Gebbia Apr 12, 2023 Supported
$200M “two hundred million dollars” Lonsdale: The University of Austin has raised over $200 million Joe Lonsdale Dec 13, 2023
$200M “two hundred million dollars” Lonsdale: Blend generates over $200M in bank revenue Joe Lonsdale May 17, 2023 Partly supported
$90M “ninety million dollars” Langone: NYSE Board's Spitzer Defense Totaled $90 Million Covered by Insurance Ken Langone Jul 3, 2024 Not publicly verifiable
$80M “eighty million dollars” Scriven: Saltbox partners deployed $180M with minimal balance sheet exposure Tyler Scriven Mar 15, 2024
$75M “seventy-five million dollars” Lonsdale: Marc Andreessen is spending $75M on D.C. tech policy lobbying Joe Lonsdale Jan 31, 2024 Partly supported
$40M “forty million dollars” DeWitte: Oklo micro-reactors cost between $30M and $40M to build Jake DeWitt Apr 6, 2022 Open
$30M “thirty million dollars” Lonsdale: Boring Company built a station for $30M vs $300M contractor quotes Joe Lonsdale Feb 29, 2024 Not publicly verifiable
$30M “thirty million dollars” Loeffler: SBA Uncovered $9B in COVID Fraud in California, $430M in Minnesota Kelly Loeffler Mar 13, 2026 Supported
$25M “twenty-five million dollars” Lonsdale: Boring Company built a station for $30M vs $300M contractor quotes Joe Lonsdale Feb 29, 2024 Not publicly verifiable
$23M “twenty-three million dollars” Langone: NYSE Board's Spitzer Defense Totaled $90 Million Covered by Insurance Ken Langone Jul 3, 2024 Not publicly verifiable
$20M “twenty million dollars” Cinnamon: SpaceX Holds Pricing Power and Has Raised Small Satellite Prices Annually Ian Cinnamon Aug 13, 2025 Supported
$15M “fifteen million dollars” Lonsdale: Training frontier AI models costs $14 million to $15 million Joe Lonsdale Feb 16, 2022 Supported
$10M “ten million dollars” Loeffler: House bill doubles SBA manufacturing loan limit to $10M Kelly Loeffler Mar 13, 2026 Supported
$5M “five million dollars” Gimenez: Universities take 50% of academic research grant funding for overhead Dr. Francisco Gimenez Apr 18, 2022 Supported
$4M “4005 thousand dollars” Jaswa: Zoom Maintained a 10x Engineer Cost Advantage via Beijing Office Sujay Jaswa Jul 22, 2021 Partly supported
$3M “three million dollars” Gerstner started Altimeter Capital in 2008 with $3M Brad Gerstner Oct 25, 2023 Supported
$2M “two million dollars” Langone: Home Depot grew from $2M founding capital to 500k employees Ken Langone Jul 3, 2024 Partly supported
$2M “two million dollars” Fry: Former Vet Received $100K Salary and 10% Equity Running Painting SMB Will Fry Apr 9, 2026 Partly supported
$1.5M “half a million dollars” Oyerinde: Associate degrees increase lifetime earnings by roughly $500,000 over high school Tade Oyerinde Nov 23, 2023 Supported
$1.5M “a half million dollars” Gramm: US tax code is progressive up to $7.5 million Phil Gramm Oct 25, 2024 Supported
$1.5M “half a million dollars” Lonsdale: A $500k tech job at 21 would have prevented him founding Palantir Joe Lonsdale Nov 2, 2024
$1M “a million dollars” Oyerinde: Associate degrees increase lifetime earnings by roughly $500,000 over high school Tade Oyerinde Nov 23, 2023 Supported
$1M “One million dollars” Aboyeji: Future Africa's first $1 million fund returned 22x Iyinoluwa Aboyeji Jan 18, 2023
$1M “a million dollars” Liautaud: Opening a Sandwich Shop Today Requires Hundreds of Thousands Jimmy John Liautaud Oct 3, 2024
$1M “a million dollars” Cinnamon: SBIR grants are easily awarded and create false market validation Ian Cinnamon Aug 13, 2025
$1M “a million dollars” Hilton: Many California restaurants budget $1M annually for PAGA workplace lawsuits Steve Hilton Jun 19, 2025
$1M “a million dollars” Hilton: San Francisco Homeless Housing Costs Up to $1M Per Unit Steve Hilton Jun 19, 2025 Supported
$1K “a thousand dollars” Liemandt: Alpha School pays middle schoolers $1,000 for top 1% performance Joe Liemandt Oct 17, 2025
$1K “a thousand dollars” Liemandt: Education reform requires a sub-$1,000 on-device AI tablet Joe Liemandt Oct 17, 2025
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