The Numbers Museum

Every specific figure ever claimed on the show. 151 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$12T “12 trillion dollars” Kedrosky: AI infrastructure models based on labor TAM are ridiculous and speculative Paul Kedrosky Aug 12, 2026
$11T “11 trillion dollars” Brown: 401(k) Plans Hold $11 Trillion with Bi-Weekly Automated Inflows Josh Brown Oct 16, 2024 Partly supported
$10T “10 trillion dollars” Levie: Nvidia hitting $400B in revenue and a $10T valuation is realistic Aaron Levie Jul 14, 2025
$10T “10 trillion dollars” Teller: Global manufacturing spending is approaching $10 trillion annually Astro Teller Jun 29, 2023 Contradicted
$5T “five trillion dollars” Lebaredian: Physical economy represents $100T annually compared to $2T-$5T for IT Rev Lebaredian Feb 5, 2025 Supported
$4T “four trillion dollars” Link: $4 trillion will be spent on energy grid by 2050 Stephanie Link Oct 23, 2024
$3T “three trillion dollars” Kantrowitz: Top tech companies hold $3T in off-balance sheet AI commitments Alex Kantrowitz Aug 24, 2026 Supported
$3T “three trillion dollars” Cahn: AI infrastructure needs $3T in payback since ChatGPT launch David Cahn Aug 5, 2026
$3T “three trillion dollars” Marcus: OpenAI is not worth $300B and won't IPO at $3T Gary Marcus May 7, 2025
$3T “three trillion dollars” Teller: Humanity derives up to $3 trillion annually from oceans Astro Teller Jun 29, 2023 Supported
$2T “two trillion dollars” Costolo: SpaceX could be worth over $2T on day one Dick Costolo May 27, 2026 Held up
$1.8T “1.8 trillion dollars” Kantrowitz: Top Three Memory Chip Makers Surpass World's Largest Oil Companies Alex Kantrowitz Jun 2, 2026 Supported
$1.8T “1.75 trillion dollars” Sorkin: SpaceX IPO Will Likely Outpace OpenAI in Valuation Andrew Ross Sorkin Mar 18, 2026 Open
$1.4T “1.4 trillion dollars” Luria: OpenAI promised $1.4 trillion across Oracle, Microsoft, Amazon, CoreWeave Gil Luria Nov 17, 2025 Partly supported
$1T “a trillion dollars” Kantrowitz: Top Three Memory Chip Makers Surpass World's Largest Oil Companies Alex Kantrowitz Jun 2, 2026 Supported
$1T “a trillion dollars” Costolo: OpenAI commitments exceed $1T without revenue to back them Dick Costolo May 27, 2026
$1T “one trillion dollars” Kantrowitz: Each gigawatt of AI compute capacity costs $50B to deploy Alex Kantrowitz Oct 13, 2025 Supported
$1T “a trillion dollars” Patel: AI labs will keep spending exponentially despite diminishing returns Dwarkesh Patel Jun 18, 2025
$1T “a trillion dollars” AI Can Augment or Replace at Least $1 Trillion of Economic Work Erik Brynjolfsson Jun 4, 2022 Supported
$900B “nine hundred billion dollars” Schmidhuber: Trillion-Dollar AI GPU CapEx Will Lose $900B Within Five Years Jürgen Schmidhuber Jul 15, 2026
$750B “seven hundred fifty billion dollars” SpaceX Generates $18.7 Billion in Revenue but Loses $4 Billion Ranjan Roy Jun 29, 2026 Supported
$700B “seven hundred billion dollars” Kantrowitz: Tech Capex Will Hit $700 Billion This Year Alex Kantrowitz Jun 26, 2026 Open
$410B “Four hundred ten billion dollars” Roy: Apple Spent $410B on Buybacks Over Past Five Years Ranjan Roy Jun 9, 2025 Supported
$300B “three hundred billion dollars” Suleyman: 80% of the S&P 500 runs on Microsoft Azure and M365 Mustafa Suleyman Nov 12, 2025 Supported
$300B “300 Billion dollars” Kantrowitz: OpenAI signed a $300 billion cloud contract with Oracle Alex Kantrowitz Sep 16, 2025 Supported
$300B “three hundred billion dollars” Marcus: OpenAI is not worth $300B and won't IPO at $3T Gary Marcus May 7, 2025
$250B “two hundred fifty billion dollars” Roy: OpenAI Committed to $250B in Additional Azure Cloud Purchases Ranjan Roy Nov 3, 2025 Supported
$200B “two hundred billion dollars” Cahn: Spending $200B a year on AI CapEx without new business lines is unsustainable David Cahn Aug 5, 2026
$200B “two hundred billion dollars” Kantrowitz: AWS grew 24% while Amazon guided to $200B CapEx Alex Kantrowitz Feb 9, 2026 Supported
$183B “183 billion dollars” Anthropic Raises $13 Billion Series F at $183 Billion Valuation Alex Kantrowitz Sep 8, 2025 Supported
$100B “a hundred billion dollars” Kedrosky: Sovereign funds filter investments by check size rather than economic value Paul Kedrosky Aug 12, 2026
$100B “a hundred billion dollars” Kantrowitz: Anthropic targets 2028 profitability while OpenAI forecasts massive losses Alex Kantrowitz Dec 1, 2025 Supported
$100B “a hundred billion dollars” Luria: OpenAI's $100 Billion 2027 Revenue Projection Is Completely Disingenuous Gil Luria Nov 17, 2025
$100B “a hundred billion dollars” Kantrowitz: OpenAI projected to lose over $100B between 2025 and 2029 Alex Kantrowitz Sep 29, 2025 Supported
$100B “a hundred billion dollars” Kantrowitz: OpenAI and Microsoft Agreed on Restructuring Terms Valuing Entity at $500B Alex Kantrowitz Sep 16, 2025 Partly supported
$100B “a hundred billion dollars” Siegler: Apple cannot acquire Anthropic due to Amazon and Google stakes M.G. Siegler Jun 11, 2025
$100B “a hundred billion dollars” Patel: AI labs will keep spending exponentially despite diminishing returns Dwarkesh Patel Jun 18, 2025
$100B “a hundred billion dollars” Albergotti: Amazon will spend $100 billion on AI infrastructure in 2025 Reed Albergotti Mar 14, 2025 Supported
$100B “a hundred billion dollars” Klarna processes $100 billion in volume, $30 billion via bank scripting Sebastian Siemiatkowski Jul 17, 2024 Not publicly verifiable
$100B “a hundred billion dollars” Tech giants should concentrate capital into a single frontier lab Dwarkesh Patel May 15, 2024
$85B “eighty-five billion dollars” SpaceX Raised Over $85 Billion in Largest IPO Ever Alex Kantrowitz Jun 29, 2026 Supported
$80B “eighty billion dollars” Roy: SpaceX is targeting a $40B to $80B IPO raise Ranjan Roy May 25, 2026 Supported
$80B “eighty billion dollars” Hoffman: Bankers will likely raise $80 billion for SpaceX's upcoming IPO Liz Hoffman Apr 6, 2026 Held up
$75B “seventy five billion dollars” Siegler: Nine-figure AI talent contracts are justified by $75 billion infrastructure budgets M.G. Siegler Aug 4, 2025
$65B “sixty-five billion dollars” Kantrowitz: Anthropic Raised $65B at a $900B Pre-Money Valuation Alex Kantrowitz Jun 2, 2026 Supported
$65B “sixty five billion dollars” Alameda Was Allowed Massively Negative Account Balance on FTX Molly White Oct 19, 2023 Supported
$62.6B “62.6 billion dollars” Roy: Alphabet and Amazon Profits Rely Heavily on Anthropic Paper Markups Ranjan Roy Jun 2, 2026 Supported
$50B “fifty billion dollars” Kantrowitz: OpenAI and Anthropic head toward trillion-dollar IPOs within next year Alex Kantrowitz Jun 26, 2026 Open
$50B “fifty billion dollars” Anthropic will likely raise $50 billion at a $900 billion valuation Alex Kantrowitz May 11, 2026 Held up
$50B “fifty billion dollars” Siegler: Amazon is investing $50B in OpenAI across two tranches M.G. Siegler Mar 4, 2026 Supported
$50B “fifty billion dollars” Siegler: Apple will not acquire Safe Superintelligence for tens of billions M.G. Siegler Jan 13, 2026
$50B “fifty billion dollars” Intrator: Google is building $50B in infrastructure while buying external capacity Michael Intrator Jan 7, 2026 Supported
$50B “fifty billion dollars” Kantrowitz: Each gigawatt of AI compute capacity costs $50B to deploy Alex Kantrowitz Oct 13, 2025 Supported
$50B “fifty billion dollars” Brown: Automated 401(k) flows and rebalancing drastically dampen stock market volatility Josh Brown Oct 16, 2024
$50B “fifty billion dollars” Petersen: Largest freight forwarder holds only 3% to 4% market share Ryan Petersen Mar 6, 2024 Supported
$48B “forty eight billion dollars” Link: Amazon will generate $48B in free cash flow in 2024 Stephanie Link Oct 23, 2024 Didn’t hold up
$46B “forty six billion dollars” Roy: Meta capex figures exclude $46B in Hyperion SPV debt exposure Ranjan Roy Jul 27, 2026 Contradicted
$41B “forty one billion dollars” Link: Big hyperscalers will invest $241B in 2024 and $278B in 2025 Stephanie Link Oct 23, 2024
$40B “forty billion dollars” Intrator: CoreWeave is worth $40 billion Michael Intrator Jan 7, 2026 Partly supported
$40B “forty billion dollars” Total generative AI industry revenue is only $35B to $40B Ed Zitron Jul 23, 2025
$40B “forty billion dollars” Kantrowitz: Big Tech will not pull back AI CapEx, spending over $300B Alex Kantrowitz Mar 29, 2025 Held up
$40B “forty billion dollars” OpenAI Finalizes $40B Funding Round at $300B Valuation Alex Kantrowitz Apr 2, 2025 Supported
$37.5B “37.5 billion dollars” Gartner expects enterprise AI revenue to reach $37.5B in 2026 Alex Kantrowitz Dec 17, 2025 Partly supported
$32B “thirty two billion dollars” Kantrowitz: Google acquired Wiz for $32 billion, its largest deal ever Alex Kantrowitz Oct 29, 2025 Supported
$30B “thirty billion dollars” Huang says Nvidia's investment in OpenAI might be its last Alex Kantrowitz Mar 9, 2026 Supported
$30B “thirty billion dollars” Siegler: Meta spends $130B on CapEx while Apple spends around $18B-$20B M.G. Siegler Feb 3, 2026 Partly supported
$30B “thirty billion dollars” Batnick: Only 14 S&P 500 companies exceed Nvidia's $430B three-day loss Michael Batnick Jun 26, 2024 Partly supported
$30B “thirty billion dollars” Gelsinger: Leading-edge chip fab costs $30B and takes five years Pat Gelsinger Dec 14, 2023 Supported
$28B “twenty eight billion dollars” Roy: One-Third of OpenAI's Projected $28B Revenue Comes from SoftBank Ranjan Roy Apr 2, 2025 Supported
$25B “twenty-five billion dollars” Intrator: NVIDIA invested $350M across two rounds while CoreWeave raised $25B Michael Intrator Jan 7, 2026 Supported
$20B “twenty billion dollars” Kantrowitz: Leopold Aschenbrenner's $20B Fund Blew Up and Sold to Citadel Alex Kantrowitz Aug 3, 2026 Supported
$20B “twenty billion dollars” Google Cloud achieved 63 percent growth to reach $20 billion quarterly Ranjan Roy May 4, 2026 Supported
$20B “twenty billion dollars” Siegler: Meta spends $130B on CapEx while Apple spends around $18B-$20B M.G. Siegler Feb 3, 2026 Partly supported
$20B “twenty billion dollars” Luria: OpenAI will generate at most $15B revenue, lose over $20B Gil Luria Nov 17, 2025 Held up
$20B “twenty billion dollars” Amodei: Anthropic has raised just under $20 billion Dario Amodei Jul 30, 2025 Supported
$20B “twenty billion dollars” OpenAI must convert to for-profit by year-end to keep SoftBank funding Ed Zitron Jul 23, 2025 Supported
$19.7B “an 18.7 billion dollars” SpaceX Generates $18.7 Billion in Revenue but Loses $4 Billion Ranjan Roy Jun 29, 2026 Supported
$18.5B “18.5 billion dollars” Roy: SoftBank has taken out $18.5B in margin loans against Arm Ranjan Roy Oct 13, 2025 Supported
$15B “fifteen billion dollars” Luria: OpenAI will generate at most $15B revenue, lose over $20B Gil Luria Nov 17, 2025 Held up
$12.5B “12.5 billion dollars” Roy: OpenAI Syndicate Investors Are Paying a 100x Revenue Multiple Ranjan Roy Apr 2, 2025 Partly supported
$12B “twelve billion dollars” Kantrowitz: ChatGPT Run-Rate Revenue Tops $12 Billion Alex Kantrowitz Oct 13, 2025 Supported
$10B “ten billion dollars” Anthropic reached $19 billion annualized revenue, rapidly closing gap with OpenAI Alex Kantrowitz Apr 10, 2026 Supported
$10B “ten billion dollars” CoreWeave will raise another $10 billion in stock sales, Zitron predicts Ed Zitron Jul 23, 2025 Open
$8B “eight billion dollars” Kantrowitz: OpenAI burned $8B in 2025 and expects $57B burn in 2027 Alex Kantrowitz Mar 9, 2026 Supported
$8B “eight billion dollars” Legal AI Startup Harvey Is Valued at $8 Billion Alex Kantrowitz Dec 10, 2025 Supported
$7B “seven billion dollars” Roy: OpenAI Forecasts Profitability in 2028 After $7B 2027 Burn Ranjan Roy Apr 2, 2025 Contradicted
$6.6B “6.6 billion dollars” Weinberg: OpenAI Was Down to $1B Cash Before Recent $6.6B Fundraise Cory Weinberg Oct 11, 2024
$6.5B “6.5 billion dollars” Roy: OpenAI Acquired Jony Ive's IO in $6.5B All-Equity Deal Ranjan Roy May 27, 2025 Supported
$6B “six billion dollars” Kantrowitz: OpenAI's $6 billion funding is the largest VC round ever Alex Kantrowitz Nov 15, 2024 Supported
$5.2B “5.2 billion dollars” Anthropic lost approximately $5.2 billion in 2024 despite strong API sales Ed Zitron Jul 23, 2025 Partly supported
$5B “five billion dollars” Kantrowitz: Nvidia Invested $5B Into Ilya Sutskever's Safe Superintelligence Alex Kantrowitz Aug 3, 2026 Supported
$5B “five billion dollars” Anthropic's Run-Rate Revenue Exceeded $5 Billion by August 2025 Alex Kantrowitz Sep 8, 2025 Supported
$5B “five billion dollars” Amazon is spending $105B in capex for $5B AI revenue Ed Zitron Jul 23, 2025
$5B “five billion dollars” Eggemeier: Zendesk processes nearly 5B annual interactions with 10K+ AI customers Tom Eggemeier Mar 26, 2025
$5B “five billion dollars” Lanzone: Yahoo was spun out of Verizon for around $5 billion Jim Lanzone Apr 4, 2024 Supported
$4B “four billion dollars” SpaceX Generates $18.7 Billion in Revenue but Loses $4 Billion Ranjan Roy Jun 29, 2026 Supported
$3.7B “3.7 billion dollars” Roy: OpenAI Syndicate Investors Are Paying a 100x Revenue Multiple Ranjan Roy Apr 2, 2025 Partly supported
$3B “three billion dollars” Over $3 Billion Will Flow Into Legal Tech Startups in 2025 Melia Russell Dec 10, 2025 Held up
$3B “three billion dollars” Kantrowitz: Apple's largest corporate acquisition ever was only $3 billion Alex Kantrowitz Jul 9, 2025 Supported
$3B “three billion dollars” Kantrowitz: SoftBank committed $3 billion to use OpenAI's agent products in 2025 Alex Kantrowitz Mar 14, 2025 Supported
$2.4B “2.4 billion dollars” Kantrowitz: Google paid $2.4B to acqui-hire Windsurf leadership Alex Kantrowitz Jul 21, 2025 Supported
$1.8B “1.8 billion dollars” Roy: Medvi has not actually made $1.8 billion in sales Ranjan Roy Apr 13, 2026
$1.5B “a half billion dollars” Weinberg: OpenAI CFO Tells Staff Compute Sourcing Will Expand Beyond Microsoft Cory Weinberg Oct 11, 2024
$1.3B “1.3 billion dollars” OnlyFans generated $1.3 billion in revenue and $658 million in profit Ranjan Roy Jan 9, 2025 Supported
$1.3B “1.25 billion dollars” Roy: SpaceX S-1 shows Anthropic committed to $1.25B monthly spend Ranjan Roy May 25, 2026 Supported
$1B “a billion dollars” Warner: Virginia considering $1 billion annual extraction from data centers Senator Mark Warner Mar 26, 2026 Supported
$1B “one billion dollars” Disney Announces $1 Billion OpenAI Investment and Sora Licensing Deal Alex Kantrowitz Dec 17, 2025 Supported
$1B “a billion dollars” You.com received a $1B valuation on under $20M in revenue Ed Zitron Jul 23, 2025 Supported
$1B “one billion dollars” Roy: Grammarly secured $1B non-dilutive capital from General Catalyst Ranjan Roy Jun 3, 2025 Supported
$1B “a billion dollars” Enjeti: DeepSeek Model Cost Over $1 Billion to Train Saagar Enjeti Feb 19, 2025
$1B “a billion dollars” Weinberg: OpenAI Was Down to $1B Cash Before Recent $6.6B Fundraise Cory Weinberg Oct 11, 2024
$1B “a billion dollars” BPO vendor lost over $1B market cap after Klarna's AI tweet Sebastian Siemiatkowski Jul 17, 2024 Supported
$1B “a billion dollars” Teller: Seriously automating a factory currently costs $1 billion Astro Teller Jun 29, 2023
$900M “nine hundred million dollars” Kantrowitz: Apple expects a $900 million tariff cost increase in June quarter Alex Kantrowitz May 5, 2025 Partly supported
$750M “seven hundred fifty million dollars” Ray Dalio personally made roughly $750 million during the 2008 financial crisis Alex Kantrowitz Nov 7, 2023 Supported
$658M “six hundred fifty eight million dollars” OnlyFans generated $1.3 billion in revenue and $658 million in profit Ranjan Roy Jan 9, 2025 Supported
$595M “five hundred ninety five million dollars” Roy: Tesla would have operated at a Q1 loss without regulatory credits Ranjan Roy Apr 28, 2025 Supported
$550M “five hundred fifty million dollars” Roy: Investment banks earned record $550M in fees for SpaceX IPO Ranjan Roy Jun 15, 2026 Partly supported
$409M “four hundred nine million dollars” Roy: Tesla would have operated at a Q1 loss without regulatory credits Ranjan Roy Apr 28, 2025 Supported
$270M “two hundred seventy million dollars” Khoshniyati: Major Retailer Lost $270M Annually Due to 37-Minute Pallet Delays Amir Khoshniyati Jul 20, 2026
$250M “two hundred fifty million dollars” Intrator: NVIDIA invested $350M across two rounds while CoreWeave raised $25B Michael Intrator Jan 7, 2026 Supported
$200M “two hundred million dollars” Kantrowitz: AI music generator Suno raised at $2.45B valuation on $200M revenue Alex Kantrowitz Nov 24, 2025 Supported
$200M “Two hundred million dollars” Heitzman: FirstMark's largest single check was $200 million Rick Heitzman Oct 17, 2025
$200M “two hundred million dollars” Kantrowitz: Generative AI will disrupt animation studios by drastically lowering costs Alex Kantrowitz Mar 29, 2025
$120M “A hundred twenty million dollars” Roy: The Browser Company raised ~$120M and is pivoting its roadmap Ranjan Roy Nov 24, 2024 Supported
$100M “a hundred million dollars” Hoffman: Middle East war insurance costs surged 1,900% while coverage plummeted Liz Hoffman Apr 6, 2026 Partly supported
$100M “a hundred million dollars” Intrator: NVIDIA invested $350M across two rounds while CoreWeave raised $25B Michael Intrator Jan 7, 2026 Supported
$100M “a hundred million dollars” Kantrowitz: Meta is offering up to $100M to recruit top engineers Alex Kantrowitz Jun 14, 2025
$100M “hundred million dollars” Scaramucci: Trump will not turn Elon Musk into an adversary Anthony Scaramucci Jun 4, 2025
$100M “a hundred million dollars” Patel: GPT-4-Level Training Costs Have Dropped 10x to 100x Dwarkesh Patel Jun 18, 2025 Supported
$100M “hundred million dollars” Patel: Frontier AI cluster costs have scaled from $100M to $10B Dylan Patel Apr 23, 2025
$100M “a hundred million dollars” Bridgewater spent over $100 million developing Dalio's employee rating software Rob Copeland Nov 7, 2023 Not publicly verifiable
$82.5M “82.5 million dollars” Ranjan Roy: BuzzFeed sold First We Feast for $82.5M Ranjan Roy Jan 9, 2025 Supported
$77.5M “77.5 million dollars” Kantrowitz: Neeva has raised $77.5 million to challenge Google Alex Kantrowitz May 6, 2021 Supported
$55M “fifty-five million dollars” Tom Brady Was Paid $55 Million For 20 Hours of FTX Work Alex Kantrowitz Oct 19, 2023 Partly supported
$40M “forty million dollars” Klarna cut outsourced customer service spend by $40 million using AI Sebastian Siemiatkowski Jul 17, 2024 Not publicly verifiable
$30M “thirty million dollars” Perplexity gave $30 million in discounts to reach 50 million users Ed Zitron Jul 23, 2025
$20M “twenty million dollars” Brown: Enterprise customers will stop tolerating AI hallucinations within a year Campbell Brown Aug 26, 2026
$10M “ten million dollars” Thiel invested $10M each in former employees JD Vance and Blake Masters Max Chafkin Sep 21, 2021 Supported
$6M “six million dollars” Enjeti: DeepSeek Model Cost Over $1 Billion to Train Saagar Enjeti Feb 19, 2025
$6M “six million dollars” Senior AI Executives Command Compensation Packages of $1.5 Million Annually Parmy Olson Sep 13, 2024
$5M “five million dollars” Patel: GPT-4-Level Training Costs Have Dropped 10x to 100x Dwarkesh Patel Jun 18, 2025 Supported
$5M “five million dollars” Sorkin: Large charitable stock transfers by billionaires should be taxed Andrew Ross Sorkin Jun 16, 2021
$3M “three million dollars” Senior AI Executives Command Compensation Packages of $1.5 Million Annually Parmy Olson Sep 13, 2024
$1.2M “1.2 million dollars” Véliz: Anonymous Wallets Made $1.2M Betting on Iran Attack Carissa Véliz Apr 22, 2026 Supported
$1M “a million dollars” Hodak: Million-dollar blindness gene therapy only marginally slows vision loss for 3% Max Hodak Dec 12, 2025 Partly supported
$1M “a million dollars” Roy: 150 Google Cloud AI customers generate only $150M in token revenue Ranjan Roy Nov 3, 2025 Supported
$1M “a million dollars” Scaramucci: Bitcoin will reach $1 million per coin Anthony Scaramucci Jun 4, 2025 Open
$1K “a thousand dollars” Summers: Top Individual Netwrix Developers Consume $4,000 in Monthly Anthropic Credits Grady Summers Oct 15, 2025
$1K “a thousand dollars” Siegler: A $1,000 Apple Vision headset still would not be a hit M.G. Siegler Oct 6, 2025
$1K “a thousand dollars” Hari: Ozempic costs $250 monthly in Britain versus $1,000 in America Johann Hari Sep 4, 2024
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