The Numbers Museum

Every specific figure ever claimed on the show. 56 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$5T “five trillion dollars” Huang: $5 trillion annual global AI infrastructure CapEx is economically plausible Jensen Huang Sep 26, 2025
$2T “two trillion dollars” Gerstner: Cutting $2T in single year would trigger US recession Brad Gerstner Jun 6, 2025
$2T “two trillion dollars” Gerstner: $2T in tariffs is a 600-700 bps GDP headwind Brad Gerstner May 22, 2025
$1T “a trillion dollars” Huang: Startups should capture entire nascent markets rather than entering mature ones Jensen Huang Sep 26, 2025
$1T “a trillion dollars” Gerstner: A credible $1T budget cut plan will bring interest rates down Brad Gerstner Feb 5, 2025
$1T “a trillion dollars” Gerstner: US defense budget increases by $150B to roughly $1T Brad Gerstner May 22, 2025 Supported
$1T “a trillion dollars” Gerstner: Letting ChatGPT launch first was Google's mortal sin Brad Gerstner Mar 2, 2025
$1T “a trillion dollars” Gerstner: US will cut $500B to $1T from federal spending over next few years Brad Gerstner Mar 2, 2025 Open
$1T “a trillion dollars” Gerstner: Jensen projected $1T in new AI and CPU replacement workloads Brad Gerstner Dec 23, 2024 Supported
$1T “a trillion dollars” Huang: $1T in legacy data center infrastructure must be modernized in 4-5 years Jensen Huang Oct 13, 2024 Open
$500B “five hundred billion dollars” Gerstner: No entity has $100B or $500B upfront for Stargate Brad Gerstner Jan 23, 2025
$400B “four hundred billion dollars” Agrawal: Global software industry generates roughly $400 billion in annual revenue Apoorv Agrawal Dec 23, 2025 Contradicted
$400B “four hundred billion dollars” Gerstner: Tax cuts and AI productivity will accelerate US growth Brad Gerstner Jan 11, 2025
$300B “three hundred billion dollars” Gerstner: Total stablecoin supply has surpassed $300 billion Brad Gerstner Oct 14, 2025 Partly supported
$200B “two hundred billion dollars” Gerstner: US tariffs will settle at 5-10% globally, 25-30% on China Brad Gerstner Apr 24, 2025 Partly held up
$200B “two hundred billion dollars” Gerstner: Reconciliation bill will likely increase the US federal deficit Brad Gerstner May 22, 2025 Held up
$100B “a hundred billion dollars” Gerstner: No entity has $100B or $500B upfront for Stargate Brad Gerstner Jan 23, 2025
$100B “a hundred billion dollars” Gerstner: Amazon Spent Over $100 Billion on AWS Before Turning Profitable Brad Gerstner Jul 11, 2024 Contradicted
$60B “sixty billion dollars” Baker: Ground AI Data Centers Cost $60B Per Gigawatt Today Gavin Baker Jun 11, 2026
$56B “fifty six billion dollars” Gerstner: US collected $56 billion in tariffs last year Brad Gerstner Mar 2, 2025 Contradicted
$50B “fifty billion dollars” Gerstner: OpenAI generating $150B in 2030 revenue is 'more than plausible' Brad Gerstner Oct 14, 2025
$50B “fifty billion dollars” Gerstner: US defense budget increases by $150B to roughly $1T Brad Gerstner May 22, 2025 Supported
$50B “fifty billion dollars” Gerstner: Hyperscalers Spend $250B Annually on AI CapEx Brad Gerstner Sep 9, 2024 Supported
$50B “fifty billion dollars” Gerstner: Expiring individual tax cuts represent $150B annually, or 60 bps of US GDP Brad Gerstner Aug 9, 2024 Contradicted
$40B “forty billion dollars” Gerstner: Frontier AI model companies need tens of billions in annual revenue to survive Brad Gerstner Jul 10, 2025
$40B “forty billion dollars” Gerstner: Instacart hit $40B privately before IPOing around $6B Brad Gerstner Apr 18, 2024 Partly supported
$35B “thirty five billion dollars” Nadella: Microsoft does not plan to sell its OpenAI stake Satya Nadella Oct 31, 2025
$30B “thirty billion dollars” Gerstner: OpenAI non-profit is capitalized with $130 billion in stock Brad Gerstner Oct 31, 2025 Supported
$25B “twenty five billion dollars” Gerstner: Microsoft, Amazon, Nvidia, and Google invested $25B in VC in 2023 Brad Gerstner Jan 25, 2024 Supported
$15B “fifteen billion dollars” Gerstner: Banning Nvidia H20 exports increases US trade deficit by $15B Brad Gerstner Apr 24, 2025
$12.1B “12.1 billion dollars” Dell: We Received $12.1B in Q1 AI Orders, Have $14B Backlog Michael Dell Jul 10, 2025
$10B “ten billion dollars” Gerstner: Altimeter projected Cursor could exit the year at $10B revenue Brad Gerstner Jun 11, 2026
$10B “ten billion dollars” Dell: We Received $12.1B in Q1 AI Orders, Have $14B Backlog Michael Dell Jul 10, 2025
$10B “ten billion dollars” Gerstner: Microsoft said almost all $10B AI revenue is inference Brad Gerstner Nov 21, 2024 Supported
$10B “ten billion dollars” Gerstner: $5B–$10B Mega-Funds Cannot Generate 4x–5x Returns by Diversifying Across 100 Companies Brad Gerstner Oct 31, 2024
$10B “ten billion dollars” Gurley: Big Tech Is Aggressively Undermining OpenAI and Anthropic Fundraising Bill Gurley Aug 9, 2024
$9B “nine billion dollars” Gerstner: Nvidia H20 chip sales generate $2B to $3B in US tax revenue Brad Gerstner Apr 24, 2025
$6B “six billion dollars” Gerstner: Instacart hit $40B privately before IPOing around $6B Brad Gerstner Apr 18, 2024 Partly supported
$6B “six billion dollars” Gurley: Tesla pay package plaintiff lawyers are seeking $5B–$6B in fees Bill Gurley Mar 7, 2024 Supported
$5B “five billion dollars” Fox: Orbital Compute CapEx Is $5B/GW vs $20-25B Terrestrially Andrew Fox Jun 11, 2026
$4B “four billion dollars” Nadella: Microsoft spends ~$4B on customer support across Xbox and Azure Satya Nadella Dec 12, 2024
$3B “three billion dollars” Gerstner: Nvidia H20 chip sales generate $2B to $3B in US tax revenue Brad Gerstner Apr 24, 2025
$3B “three billion dollars” Gerstner: OpenAI Has Generated $3 Billion in Real Customer Spend Brad Gerstner Jul 11, 2024 Supported
$2B “two billion dollars” Gerstner: Altimeter Recently Sold Tabular to Databricks for $1B to $2B Brad Gerstner Jun 22, 2024
$1.5B “a half billion dollars” Nadella: Microsoft cannot lose more than $13.5B invested in OpenAI Satya Nadella Oct 31, 2025 Supported
$1.5B “a half billion dollars” Gerstner: OpenAI Reached $4.5B in Revenue Much Faster Than Google and Meta Brad Gerstner Oct 31, 2024 Partly supported
$1.5B “a half billion dollars” Gerstner: Altimeter and NVIDIA invested in OpenAI's $6.5B round Brad Gerstner Oct 13, 2024
$1B “a billion dollars” Nadella: Bill Gates was skeptical of Microsoft's initial $1B OpenAI investment Satya Nadella Oct 31, 2025
$1B “a billion dollars” Gerstner: At least six billion-dollar M&A deals are actively being courted Brad Gerstner Apr 18, 2024
$1B “a billion dollars” Gerstner: Over 1,000 unicorns must still exit through the market system Brad Gerstner Apr 18, 2024 Supported
$400M “four hundred million dollars” Gurley: Flooding Sectors With Venture Capital Degrades Portfolio Returns Bill Gurley Jul 11, 2024
$400M “four hundred million dollars” Gurley: Raising mega-rounds forces high burn and obscures true unit economics Bill Gurley Jun 10, 2024
$200M “two hundred million dollars” Gurley: Four AI coding co-pilot startups have raised over $200M each Bill Gurley Jun 10, 2024 Contradicted
$100M “a hundred million dollars” Gurley: Low-growth $50M–$100M companies must increase risk rather than protect multiples Bill Gurley Jun 20, 2025
$100M “a hundred million dollars” Ball: Raising $100M too early eliminates moderate exit outcomes for founders Jamin Ball Oct 31, 2024
$20M “twenty million dollars” Gerstner: Unnecessary $500M mega-rounds trigger secondary demands and erode employee retention Brad Gerstner Sep 25, 2024
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