The Numbers Museum

Every specific figure ever claimed on the show. 68 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
1.9T “1.9 trillion” Collison: Stripe reached $1.9T in volume in 2025, up 34% John Collison Feb 24, 2026
1.4T “1.4 trillion” Stripe processes $1.4 trillion in 2024 payment volume, up 38% John Collison Feb 24, 2026
1T “a trillion” Over one trillion selfies are captured on Snapchat annually Evan Spiegel Apr 27, 2026 Supported
1T “a trillion” Depledge: UK Has 44,000 Scale-Ups Generating Over £1 Trillion Output Alex Depledge Nov 28, 2025 Supported
100B “hundred billion” Vogt: Next $100B company founded in 2025-2026 will have under 100 people Kyle Vogt Jun 25, 2025 Open
80B “eighty billion” Pichai: Google scaled capital expenditures from $30 billion to $180 billion Sundar Pichai Apr 7, 2026 Supported
61B “a sixty billion” Lütke: The warehouse wooden pallet industry generates $60 billion annually Tobi Lütke Oct 6, 2025 Supported
30B “thirty billion” Pichai: Google scaled capital expenditures from $30 billion to $180 billion Sundar Pichai Apr 7, 2026 Supported
25B “twenty-five billion” Narayan: US leaders praised UK's £25B AI package while UK founders stayed quiet Kanishka Narayan Nov 28, 2025
25B “twenty-five billion” Narayan: UK secured £25 billion in Welsh infrastructure deals Kanishka Narayan Nov 28, 2025 Partly supported
15B “fifteen billion” Langley: Flock Safety has a $5B-$15B domestic US revenue opportunity Garrett Langley Mar 5, 2026
11B “eleven billion” Staniszewski: ElevenLabs raised $500M at an $11B valuation Mati Staniszewski Apr 14, 2026
11B “a ten billion” Taylor: Overly lean startups risk losing to slightly larger, well-staffed competitors Bret Taylor Mar 10, 2026
10.4B “10.4 billion” Mansour: Kalshi logged $10.4B in trading volume in February Tarek Mansour Mar 17, 2026 Supported
5B “five billion” Sundheim: A $30B fund cannot practically short $5B companies Dan Sundheim Oct 22, 2025
4B “four billion” Ricks: Developing a drug costs $4B, with over 60% spent in Phase 3 Dave Ricks Nov 11, 2025
2.5B “a half a billion” Staniszewski: ElevenLabs raised $500M at an $11B valuation Mati Staniszewski Apr 14, 2026
2.5B “a half a billion” Collison: India's largest generic manufacturer paid a $500M fraud fine Patrick Collison Nov 11, 2025 Supported
2.5B “a half a billion” Narayan: UK Launched £500M Venture Unit and Novel Chip Market Commitment Kanishka Narayan Nov 28, 2025 Supported
2B “two billion” Scaringe: Amazon invested approximately $2B in Rivian prior to its IPO RJ Scaringe Oct 14, 2025
1B “a billion” Snap is about to reach one billion monthly active users Evan Spiegel Apr 27, 2026 Open
1B “a billion” Snapchat+ has reached 25 million subscribers and a $1 billion run rate Evan Spiegel Apr 27, 2026 Supported
1B “a billion” Glyman: Ramp surpassed $1 billion in annual revenue in six years Eric Glyman Feb 17, 2026
1B “a billion” Nadella: AI infrastructure has immediate demand unlike dot-com dark fiber Satya Nadella Nov 18, 2025
1B “a billion” Collison: Agents will likely drive most internet transactions soon John Collison Feb 24, 2026
1B “a billion” Depledge: UK healthtech moves to US due to NHS procurement friction Alex Depledge Nov 28, 2025
600M “a five hundred million” Pope: MatX raised a $500M Series B co-led by Jane Street Reiner Pope Feb 26, 2026
600M “a five hundred million” Stripe's revenue and finance automation suite reaches $500M run rate John Collison Feb 24, 2026
500M “five hundred million” Langley: Flock Safety reached $500M in ARR in seven years Garrett Langley Mar 5, 2026
200M “two hundred million” Collison: Stripe Link is used by over 200M people John Collison Feb 24, 2026
200M “two hundred million” Stripe Billing manages nearly 200 million active subscriptions across 300K companies John Collison Feb 24, 2026
100M “a hundred million” Staniszewski: ElevenLabs added $100M net new ARR in one quarter Mati Staniszewski Apr 14, 2026
100M “a hundred million” Xu: DoorDash has over 100M annual and tens of millions of monthly customers Tony Xu Apr 21, 2026 Supported
100M “a hundred million” Glyman: Ramp software business reached $100M ARR in two years Eric Glyman Feb 17, 2026
100M “a hundred million” Rampell: Legal SaaS Vlex scaled from $20M to $100M in one year Alex Rampell Feb 17, 2026 Contradicted
100M “a hundred million” Narayan: UK structuring £100M AMC program aligned with staged VC financing Kanishka Narayan Nov 28, 2025
70M “seventy million” Collison: Gamma's Indian revenue jumped 22% after adding UPI payments John Collison Feb 24, 2026
50M “fifty million” Andreessen: The 1999 Total Internet Market Was at Most 50 Million People Marc Andreessen Oct 1, 2025 Contradicted
40M “forty million” Pichai: 40 million Americans will soon have Wing drone delivery access Sundar Pichai Apr 7, 2026 Open
40M “forty million” Langley: Flock Scaled First $20M–$40M ARR Solely Through Local TV News Garrett Langley Mar 5, 2026
40M “forty million” Collison: Stablecoin volumes doubled year-over-year as active wallets hit 40M John Collison Feb 24, 2026 Supported
25M “twenty-five million” Snapchat+ has reached 25 million subscribers and a $1 billion run rate Evan Spiegel Apr 27, 2026 Supported
21M “a twenty million” Rampell: Legal SaaS Vlex scaled from $20M to $100M in one year Alex Rampell Feb 17, 2026 Contradicted
20M “20 million” Lütke: Shopify has 20M lines of Ruby and 8-10M lines of TypeScript Tobi Lütke Oct 6, 2025
20M “twenty million” Collison: Lovable hit $17M ARR in 3 months, Bolt $20M ARR in 2 months John Collison Feb 24, 2026 Supported
15M “fifteen million” Handmer: California needs 14-15M additional acre-feet of water to meet demand Casey Handmer Oct 28, 2025
10M “ten million” Collison: Stripe acquired Privy and Metronome John Collison Feb 24, 2026
10M “ten million” Collison: Startups reaching $10M ARR in 3 months doubled in Stripe's 2025 cohort John Collison Feb 24, 2026
7M “seven million” Xu: China has over 7M restaurants versus 1M in the US Tony Xu Apr 21, 2026 Supported
5M “five million” Collison: Stripe powers over 5M businesses, 90% of Dow Jones John Collison Feb 24, 2026
5M “Five million” Spending $20 billion on desalination could double the Colorado River flow Casey Handmer Oct 28, 2025
4M “four million” Waymo runs 3,000 cars delivering 500k rides and 4M miles weekly Dmitri Dolgov Mar 24, 2026 Supported
2M “two million” AI software generation overcomes the Apple App Store lock-in moat Evan Spiegel Apr 27, 2026
1.5M “half a million” Waymo runs 3,000 cars delivering 500k rides and 4M miles weekly Dmitri Dolgov Mar 24, 2026 Supported
1M “a million” Xu: Dozens of Chinese cities match or exceed Manhattan's population density Tony Xu Apr 21, 2026 Partly supported
1M “a million” Xu: China has over 7M restaurants versus 1M in the US Tony Xu Apr 21, 2026 Supported
1M “one million” AI software generation overcomes the Apple App Store lock-in moat Evan Spiegel Apr 27, 2026
1M “a million” DeWahl: Uranium is a million times as energy dense as coal Julia DeWahl Nov 25, 2025 Supported
1M “a million” Collison: Agents will likely drive most internet transactions soon John Collison Feb 24, 2026
1M “one million” Collison: Stripe Press has surpassed one million books sold John Collison Feb 24, 2026 Supported
1M “a million” Langley: Flock Safety cleared over one million US crimes last year Garrett Langley Mar 5, 2026
1M “a million” Andreessen: AI is computing's first fundamental architecture change in 80 years Marc Andreessen Oct 1, 2025
1K “a thousand” Taylor: Generalist product engineers using AI are worth 1,000x other engineers Bret Taylor Mar 10, 2026
1K “a thousand” Pope: Chip tape-outs cost $30M and fail 50% of the time Reiner Pope Feb 26, 2026 Partly supported
1K “a thousand” Ben Thompson: Stratechery hit a $100k run rate in six months Ben Thompson Feb 12, 2026
1K “a thousand” Langley: Flock Safety helped clear over 1,000 Amber and Silver Alerts Garrett Langley Mar 5, 2026 Not publicly verifiable
1K “a thousand” Abrams: There will not be separate company blockchains for Stripe or JPMorgan Zach Abrams Nov 4, 2025
1K “a thousand” Andreessen: AI is computing's first fundamental architecture change in 80 years Marc Andreessen Oct 1, 2025
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