The Numbers Museum

Every specific figure ever claimed on the show. 122 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
178% “178%” Half of Fortune 100 and one-sixth of new Delaware corporations use Stripe John Collison Feb 24, 2026
100% “hundred percent” DeWahl: 100% 24/7 solar and battery storage costs rival nuclear Julia DeWahl Nov 25, 2025 Supported
100% “hundred percent” Nadella: Spreadsheets empower users to program without realizing it Satya Nadella Nov 18, 2025
100% “hundred percent” Ricks: Early-stage biotechs pitch 80% to 100% of revenue from the US Dave Ricks Nov 11, 2025
100% “hundred percent” Trading will shrink to 5% of the stablecoin market, Abrams predicts Zach Abrams Nov 4, 2025
100% “100%” Andreessen: The 2000 dot-com crash was almost entirely a telecom credit bubble Marc Andreessen Oct 1, 2025
100% “hundred percent” Andreessen: ChatGPT is already a better doctor than your human doctor Marc Andreessen Oct 1, 2025
99.99% “99.99%” Handmer: US must maintain domestic electronics manufacturing via automation to rapidly prototype Casey Handmer Oct 28, 2025
99% “99%” Glyman: Ramp AI agent reviews expenses with over 99% accuracy Eric Glyman Feb 17, 2026
99% “99%” Collison: An estimated 99% of stablecoin balances are USD-based John Collison Feb 24, 2026 Supported
97% “97%” Ricks: Drugs lose 97% of their pricing when patents expire Dave Ricks Nov 11, 2025 Contradicted
95% “95%” SpaceX controls approximately 95% of the global space launch market Casey Handmer Oct 28, 2025 Partly supported
95% “95%” Scaringe: Rivian R2 Maximus motor cuts welds by ~95% RJ Scaringe Oct 14, 2025
95% “95%” Sundheim: Over 90% to 95% of D1 trades are his own decisions Dan Sundheim Oct 22, 2025
92% “92%” Cacioppo: GitHub answers 92% of security questionnaires through Vanta Christina Cacioppo Mar 31, 2026
92% “92%” Collison: Stripe has seen over 92% of processed credit cards before John Collison Feb 24, 2026
90% “90%” Pichai: Gemini Flash models reach 90% of Gemini Pro capability Sundar Pichai Apr 7, 2026 Supported
90% “90%” Taylor: Ramp automates 90% of its customer support cases using Sierra Bret Taylor Mar 10, 2026 Supported
90% “90%” Collison: Stripe powers over 5M businesses, 90% of Dow Jones John Collison Feb 24, 2026
90% “90%” Langley: 80% to 90% of Flock Safety customers pay by check Garrett Langley Mar 5, 2026
90% “90%” Vogt: Scaling from 80 to 400 people reduces per-person productivity by 90% Kyle Vogt Jun 25, 2025
80% “80%” Tony Xu: DoorDash tanked 80% then doubled in one week during early COVID Tony Xu Apr 21, 2026
80% “80%” Lopes Lara: 80% of Kalshi users only consume information without trading Luana Lopes Lara Mar 17, 2026
80% “80%” Ricks: 80% of effective COVID treatments were produced in US Dave Ricks Nov 11, 2025
80% “80%” Collison: Stripe powers over 5M businesses, 90% of Dow Jones John Collison Feb 24, 2026
80% “80%” Langley: Motorola holds an estimated 80% global land mobile radio market share Garrett Langley Mar 5, 2026 Contradicted
80% “80%” Langley: 80% to 90% of Flock Safety customers pay by check Garrett Langley Mar 5, 2026
80% “80%” Trading will shrink to 5% of the stablecoin market, Abrams predicts Zach Abrams Nov 4, 2025
80% “80%” Lütke: 80% of every e-commerce business requires identical software infrastructure Tobi Lütke Oct 6, 2025
80% “80%” Andreessen: IBM held 80 percent of tech market capitalization in the mid-1980s Marc Andreessen Oct 1, 2025 Supported
80% “80%” Half of Fortune 100 and one-sixth of new Delaware corporations use Stripe John Collison Feb 24, 2026
80% “80%” Collison: Stripe cut card testing by over 80% in two years John Collison Feb 24, 2026
80% “80%” Collison: Non-bank corporate lending is 80% in US versus 32% in EU John Collison Feb 24, 2026 Supported
75% “75%” Ricks: Eli Lilly captures 70-75% of new US GLP-1 starts Dave Ricks Nov 11, 2025 Partly supported
70% “70%” Ricks: The US and China hold 70% of global diagnostic capacity Dave Ricks Nov 11, 2025 Contradicted
70% “70%” Ricks: 70% of Eli Lilly's ad budget is off linear TV Dave Ricks Nov 11, 2025
70% “70%” Sundheim: 70% of major breakthrough technologies trigger stock bubbles Dan Sundheim Oct 22, 2025
65% “65%” Cacioppo: SOC 2 and ISO 27001 overlap by roughly 60% to 65% Christina Cacioppo Mar 31, 2026
60% “60%” Cacioppo: Vanta's annual growth rate exceeds 60% Christina Cacioppo Mar 31, 2026 Supported
60% “60%” Ricks: Developing a drug costs $4B, with over 60% spent in Phase 3 Dave Ricks Nov 11, 2025
60% “60%” Collison: December 2025 iOS app releases jumped 60% year-over-year John Collison Feb 24, 2026 Supported
60% “60%” Depledge: UK Pension Allocation to Domestic Equities Fell From 60% to 6% Alex Depledge Nov 28, 2025 Supported
60% “60%” Collison: 60% of US small businesses use vertical SaaS platforms John Collison Feb 24, 2026 Open
60% “60%” Collison: 6.3% of vertical SaaS SMBs on Stripe hit $1M revenue in year one John Collison Feb 24, 2026
60% “60%” Collison: Using a card with a new email increases fraud risk 60% John Collison Feb 24, 2026
50% “50%” Staniszewski: Over 50% of ElevenLabs revenue is sales-led enterprise Mati Staniszewski Apr 14, 2026
50% “50%” Xu: DoorDash cut COVID commissions 50%, costing over $100M Tony Xu Apr 21, 2026 Supported
50% “50%” Pichai: Google enforces millisecond-level latency budgets across Search engineering sub-teams Sundar Pichai Apr 7, 2026
50% “50%” Pope: Chip tape-outs cost $30M and fail 50% of the time Reiner Pope Feb 26, 2026 Partly supported
50% “50%” DeWahl: 50% of Afghanistan War casualties were tied to logistics Julia DeWahl Nov 25, 2025 Supported
50% “50%” DeWahl: US Buys Almost 50% of Its Uranium From Russia and Ex-Soviet States Julia DeWahl Nov 25, 2025 Supported
50% “50%” Ricks: AI won't solve biology until we understand over 50% of it Dave Ricks Nov 11, 2025
50% “50%” Collison: 2025 stablecoin payment volume doubled to $400B, 60% B2B John Collison Feb 24, 2026 Supported
50% “50%” Collison: US small business loan approvals fell to 41% in 2025 John Collison Feb 24, 2026 Partly supported
50% “50%” Langley: Flock covers over 6,000 cities and 50% of US population Garrett Langley Mar 5, 2026
50% “50%” Scaringe: Rivian avoids digital screen rearview mirrors because they can be disorienting RJ Scaringe Oct 14, 2025
50% “50%” Scaringe: Tesla holds 50% US EV share while EVs make up 8% of sales RJ Scaringe Oct 14, 2025 Supported
46% “46%” Collison: Local payment rails like BLIK and Pix boost conversions up to 46% John Collison Feb 24, 2026
45% “45%” Collison: Stripe Capital disbursed 45% more funds to 81,000+ businesses in 2025 John Collison Feb 24, 2026
41% “41%” Collison: GitHub pushes jumped 41% between Q3 2024 and Q3 2025 John Collison Feb 24, 2026 Contradicted
41% “41%” Collison: US small business loan approvals fell to 41% in 2025 John Collison Feb 24, 2026 Partly supported
40% “40%” Xu: DoorDash spent 40% of cash on refunds in 2013 Tony Xu Apr 21, 2026
40% “40%” SpaceX controls approximately 95% of the global space launch market Casey Handmer Oct 28, 2025 Partly supported
40% “40%” Wu: Devin merges 30% to 40% of pull requests in successful orgs Scott Wu Aug 27, 2025
38% “38%” Stripe processes $1.4 trillion in 2024 payment volume, up 38% John Collison Feb 24, 2026
35% “35%” Scaringe: Rivian captures 35% US market share in premium electric SUVs RJ Scaringe Oct 14, 2025 Supported
34% “34%” Collison: Stripe reached $1.9T in volume in 2025, up 34% John Collison Feb 24, 2026
32% “32%” Collison: Non-bank corporate lending is 80% in US versus 32% in EU John Collison Feb 24, 2026 Supported
31% “31%” Collison: Local payment rails like BLIK and Pix boost conversions up to 46% John Collison Feb 24, 2026
30% “30%” Xu: Takeaway generates 3x to 5x higher incremental margins for restaurants Tony Xu Apr 21, 2026
30% “30%” Pichai: Google improved Search latency by 30% over five years Sundar Pichai Apr 7, 2026
30% “30%” Ricks: China now accounts for 30% of global drug pipeline Dave Ricks Nov 11, 2025 Supported
30% “30%” Collison: 30% of Stripe cross-border revenue is outside top 10 economies John Collison Feb 24, 2026
30% “30%” Collison: Stripe is shipping 30 percent more code thanks to AI tooling John Collison Aug 29, 2025
25% “25%” Ricks: Lilly will spend nearly 25% of revenue on R&D this year Dave Ricks Nov 11, 2025 Supported
25% “25%” Ricks: US cancer trial enrollment is 4% versus over 25% in Spain Dave Ricks Nov 11, 2025 Partly supported
25% “25%” Ricks: Pharma must invest 20-25% of revenue in R&D for double-digit growth Dave Ricks Nov 11, 2025
25% “25%” Collison: 25% of Delaware corporations are formed via Stripe Atlas John Collison Feb 24, 2026
25% “25%” Scaringe: Rivian steady-state vehicle sales will achieve 20% to 25% gross margin RJ Scaringe Oct 14, 2025 Open
23% “23%” Depledge: Top-Quartile UK VCs Match US Returns at 23% Alex Depledge Nov 28, 2025 Contradicted
23% “23%” Collison: Forbes saw 23% revenue uplift after switching to Stripe John Collison Feb 24, 2026
22% “22%” Collison: Gamma's Indian revenue jumped 22% after adding UPI payments John Collison Feb 24, 2026
21% “21%” Langley: Flock Safety's Thriving Cities Fund Achieved 21% IRR Garrett Langley Mar 5, 2026
20% “20%” Collison: 20% of 2025 Stripe Atlas startups charged customers within 30 days John Collison Feb 24, 2026
20% “20%” Local currency stablecoins will reach 20% market share, Abrams predicts Zach Abrams Nov 4, 2025
20% “20%” Handmer: Solar panel costs fall 20% annually with production doubling every two years Casey Handmer Oct 28, 2025 Partly supported
20% “20%” Lütke: 80% of every e-commerce business requires identical software infrastructure Tobi Lütke Oct 6, 2025
20% “20%” Pieter Levels: ChatGPT referral traffic jumped from 4% to 20% of Google volume in a month Pieter Levels Jul 9, 2025
17% “17%” Bowman: 17% of UK taxpayers will pay higher rates by 2029 Sam Bowman Nov 28, 2025 Open
16% “16%” Lütke: Shop Pay delivers a 16% conversion rate increase for merchants Tobi Lütke Oct 6, 2025 Contradicted
15% “15%” Ricks: AI won't solve biology until we understand over 50% of it Dave Ricks Nov 11, 2025
14% “14%” Collison: Vertical SaaS adoption reaches 25%+ in Australia and ~20% in the UK John Collison Feb 24, 2026 Supported
12% “12%” Collison: GitHub pushes jumped 41% between Q3 2024 and Q3 2025 John Collison Feb 24, 2026 Contradicted
12% “12%” Collison: GDPR reduced profits for small European tech firms by up to 12% John Collison Feb 24, 2026 Supported
10% “10%” Collison: Sportsbooks take ~10% whereas prediction markets take ~1% John Collison Mar 17, 2026 Supported
10% “10%” Thompson: In algorithmic media, absolute volume of good content beats hit rate Ben Thompson Feb 12, 2026
10% “10%” SpaceX controls approximately 95% of the global space launch market Casey Handmer Oct 28, 2025 Partly supported
8% “eight percent” Glyman: One Penny Saved Equals 12 Pennies of Revenue Earned Eric Glyman Feb 17, 2026
8% “eight percent” Collison: 20% of 2025 Stripe Atlas startups charged customers within 30 days John Collison Feb 24, 2026
8% “eight percent” Scaringe: Tesla holds 50% US EV share while EVs make up 8% of sales RJ Scaringe Oct 14, 2025 Supported
8% “eight percent” Collison: Vertical SaaS adoption reaches 25%+ in Australia and ~20% in the UK John Collison Feb 24, 2026 Supported
7% “7%” Glyman: Average US Business Checking Account Yield Is 0.7% Eric Glyman Feb 17, 2026 Contradicted
6.3% “6.3%” Collison: 6.3% of vertical SaaS SMBs on Stripe hit $1M revenue in year one John Collison Feb 24, 2026
6% “six percent” Depledge: UK Pension Allocation to Domestic Equities Fell From 60% to 6% Alex Depledge Nov 28, 2025 Supported
5% “five percent” Glyman: Ramp helps average business cut expenses by 5% annually Eric Glyman Feb 17, 2026
5% “five percent” DeWahl: US grid demand is projected to surge to 5% annual growth Julia DeWahl Nov 25, 2025
5% “five percent” Trading will shrink to 5% of the stablecoin market, Abrams predicts Zach Abrams Nov 4, 2025
5% “five percent” Collison: Vertical SaaS adoption reaches 25%+ in Australia and ~20% in the UK John Collison Feb 24, 2026 Supported
4.7% “4.7%” Collison: Stripe checkout suite unlocked $114M annually for Turo John Collison Feb 24, 2026
4% “four percent” Ricks: US cancer trial enrollment is 4% versus over 25% in Spain Dave Ricks Nov 11, 2025 Partly supported
4% “four percent” Sundheim: US electricity demand will grow 4% annually over 20 years Dan Sundheim Oct 22, 2025 Open
4% “four percent” Pieter Levels: ChatGPT referral traffic jumped from 4% to 20% of Google volume in a month Pieter Levels Jul 9, 2025
2% “two percent” Glyman: Ramp powers over 2% of US business card transactions Eric Glyman Feb 17, 2026 Supported
1.6% “1.6%” Collison: Stripe reached $1.9T in volume in 2025, up 34% John Collison Feb 24, 2026
1.3% “1.3%” Stripe processes $1.4 trillion in 2024 payment volume, up 38% John Collison Feb 24, 2026
1% “one percent” Collison: Sportsbooks take ~10% whereas prediction markets take ~1% John Collison Mar 17, 2026 Supported
1% “one percent” DeWahl: Only 1% of US Nuclear Fuel Was Domestically Mined Over Last Decade Julia DeWahl Nov 25, 2025 Supported
1% “one percent” DeWahl: US grid demand is projected to surge to 5% annual growth Julia DeWahl Nov 25, 2025
1% “one percent” Thompson: In algorithmic media, absolute volume of good content beats hit rate Ben Thompson Feb 12, 2026
1% “one percent” Osika: Software development will transition to visual, conversational AI interfaces Anton Osika Aug 29, 2025
0.7% “0.7%” Collison: US invests 0.7% of GDP in high-growth firms versus under 0.3% in Europe John Collison Feb 24, 2026 Supported
0.3% “0.3%” Collison: US invests 0.7% of GDP in high-growth firms versus under 0.3% in Europe John Collison Feb 24, 2026 Supported
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