The Numbers Museum

Every specific figure ever claimed on the show. 113 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
1,000× “1000 times” Coogan: "Empire of AI" wildly overstates Google data center water consumption John Coogan Nov 19, 2025 Supported
750× “750 times” Prince: Anthropic is 30,000x and OpenAI 750x harder than Google for traffic Matthew Prince Jul 5, 2025 Supported
300× “300 times” Cliffton: Zipline power users have ordered 300 times in 12 months Keller Cliffton Apr 17, 2025
200× “200 X” Coogan: The cost of reaching LEO has decreased 200x since 1960 John Coogan Dec 2, 2024 Partly supported
100× “hundred times” Hays: Google has a massive infrastructure advantage over OpenAI in AI ads Jordi Hays Jan 24, 2026
100× “hundred times” Machine Learning Cuts Weather Compute Costs 99% and Boosts Resolution 100x Koki Mochida May 28, 2025 Partly supported
100× “hundred times” Mochida: ML Weather Models Cut Costs 99% and Increase Resolution 100x Koki Mochida May 31, 2025 Partly supported
100× “hundred times” Yanisse: 2021 valuation overhangs will drive sustained startup M&A Daniel Yanisse Apr 26, 2025
100× “hundred x” Srinivas: AI subscription market will expand dramatically as agents perform tasks Aravind Srinivas Apr 25, 2025
100× “100 X” Crivello: AI Inference Costs Fall 40x to 100x Annually Flo Crivello Apr 10, 2025 Supported
100× “hundred X” Patel: AI Art Is a Glimpse Into a Transhumanist Future Dwarkesh Patel Apr 6, 2025
100× “hundred times” Handmer: Solar Panels Convert Sunlight to Energy 100x More Efficiently Than Plants Casey Handmer Apr 6, 2025 Supported
100× “hundred X” Love: Anduril has a unique acquisition machine that nobody else matches Connor Love Apr 1, 2025
100× “hundred X” Akhund: Late-Stage Mega-Rounds Still Require Pitching a 100x Vision Immad Akhund Mar 28, 2025
100× “hundred times” Byers: Susa Ventures resisted pivoting entirely to crypto or AI Chad Byers Mar 19, 2025
100× “hundred times” Ohanian: Taste will become 100x more valuable as AI commoditizes intelligence Alexis Ohanian Mar 11, 2025
100× “hundred X” Senra: The dynamic range between average and top performers in tech is 100x to 1,000x David Senra Mar 7, 2025
100× “hundred X” Hays: Compute Demand Must Grow Because AI Impact Has Reached Only 1% Jordi Hays Jan 28, 2025
80× “80 times” Hays: Circle is the regulated stablecoin winner with 80x competitor supply Jordi Hays Apr 10, 2025
50× “50 x” Cliffton: Global instant delivery will grow 10x to 50x with automation Keller Cliffton Apr 17, 2025
50× “50 x” Carter: Passing on CoreWeave cost Castle Island a 50x Fund I return Nic Carter Mar 9, 2025
50× “50 times” Hays: Marketers should repeat their core messages fifty times more Jordi Hays Dec 2, 2024
45× “45 X” Coogan: DeepSeek V3 Was ~45x More Training-Efficient Than Competitors John Coogan Jan 28, 2025 Partly supported
40× “40 X” Reed: Sequoia Made Single-Digit Millions on a 40x Return in Apple Andrew Reed Mar 28, 2025 Supported
37× “37 X” Coogan: Apple's P/E ratio expanded from 10x in 2011 to 37x John Coogan Dec 16, 2025 Supported
35× “35 times” Bartlett: Apple's secretive, cautious culture is antithetical to AI development Logan Bartlett Mar 17, 2025
30× “30 X” Frank: AI tutors will accelerate learning and eliminate need for homework Chrisman Frank Mar 13, 2025
27× “27 times” Asparouhov: China relies on mass manufacturing over reusable rocket technology Delian Asparouhov Mar 14, 2025
27× “27 times” Coogan: DeepSeek-R1 API is 27 times cheaper than OpenAI's o1 John Coogan Jan 28, 2025 Supported
25× “25 times” Coogan: Apple struggles with software requiring rapid, continuous updates John Coogan Jul 1, 2025
22× “22 X” Coogan: Tesla valuation is up 22x since the 2018 take-private proposal John Coogan Jan 8, 2026 Supported
20× “20 X” Freeform's third-generation 3D printer will offer 10 to 20 times higher throughput Erik Palitsch Apr 26, 2025
20× “20 times” Malling: Formula One provides scale equivalent to twenty Super Bowls annually Jannick Malling Apr 26, 2025
20× “20 x” Hays: Nvidia valuation is hard to justify as competitive moats crack Jordi Hays Jan 28, 2025
18× “18 X” Hays: Figma IPO Generated Historic Fund Multiples for Index, Greylock, KP, Sequoia Jordi Hays Aug 2, 2025 Supported
15× “15 times” Glyman: Ramp AI agent delivers 15x throughput at 99% accuracy Eric Glyman Aug 2, 2025
15× “15 times” Schneider: China Can Manufacture Drones 15 Times Cheaper Than the US Jordan Schneider Mar 28, 2025 Supported
11× “11 X” Hays: Figma IPO Generated Historic Fund Multiples for Index, Greylock, KP, Sequoia Jordi Hays Aug 2, 2025 Supported
10× “10 X” Shkreli: Traders consistently size positions 2x to 10x larger than optimal Martin Shkreli Jul 30, 2026
10× “10 times” Coogan: Xbox operates at margins 3 to 10 times below competitors John Coogan Jul 7, 2026
10× “10 times” A 10x inference compute advantage guarantees AI cybersecurity defense wins Jordi Hays Apr 27, 2026
10× “10 X” Coogan: Anthropic reached $14 billion in revenue after 10x yearly growth John Coogan Feb 14, 2026 Partly supported
10× “10 X” Patel: Inference speed matters more than data center location for agents Dylan Patel Feb 3, 2026
10× “10 times” Stan Kroenke becomes largest US private landowner with 2.7 million acres Jordi Hays Jan 16, 2026 Supported
10× “10 X” Coogan: Apple's P/E ratio expanded from 10x in 2011 to 37x John Coogan Dec 16, 2025 Supported
10× “10 X” Sequoia Capital targets a minimum 10x net return for every venture fund Shaun Maguire Oct 30, 2025
10× “10 X” Palantir is growing 10x faster in the United States than in Europe. Alex Karp Sep 6, 2025 Supported
10× “10 times” Wang: Scale AI's research team of 100 scientists is one-tenth competitors' size Alexander Wang Sep 20, 2025 Supported
10× “10 X” Karp: Palantir experiences 10x growth in the US compared to Europe Alex Karp Sep 4, 2025 Partly supported
10× “10 X” Labubu's international sales grew roughly tenfold over the last two years. John Coogan Aug 30, 2025 Supported
10× “10 X” Hays: Figma IPO Generated Historic Fund Multiples for Index, Greylock, KP, Sequoia Jordi Hays Aug 2, 2025 Supported
10× “10 times” Emily Sundberg earns approximately $600,000 annually writing her Feed Me newsletter Emily Sundberg Jul 5, 2025
10× “10 X” Douglas: 10x RL compute increases still deliver linear performance gains Sholto Douglas Jun 7, 2025
10× “10 X” Yanisse: Truework employment verification is 10x better than Checkr's Daniel Yanisse Apr 26, 2025
10× “10 times” Means: Ozempic costs 10 times more in US than Germany or Sweden Calley Means Apr 26, 2025 Supported
10× “10 X” Huber: 10x compute increases are not producing 10x better AI models Jeff Huber Apr 10, 2025
10× “10 times” Knoop: AI Agent Failure Rates Make Unsupervised Automation Unviable Mike Knoop Apr 6, 2025
10× “10 times” Power: Robotics should augment workers 10x rather than replace them Chris Power Apr 1, 2025
10× “10 times” Power: 80% of Hadrian Factory Processes Require No Specialist Expertise Chris Power Apr 1, 2025
10× “10 times” Power: Hadrian's core business is growing 10x year-over-year Chris Power Apr 1, 2025
10× “10 X” Schwartz claims Whop Content Rewards offers 5x to 10x cheaper CPMs Steven Schwartz Mar 28, 2025
10× “10 X” LLMs won't be a 10X ad platform for discovery-driven DTC brands Conor Macdonald Mar 24, 2025
10× “10 times” Ridge completes creative concepting 5x to 10x faster using Claude Conor Macdonald Mar 24, 2025
10× “10 X” Will Manidis: Tech market has multiple 10x upside cycles and sell-downs ahead Will Manidis Mar 11, 2025
10× “10 X” Giffon: VC dollars deployed grew 10x over past decade Jeremy Giffon Mar 9, 2025 Contradicted
10× “10 X” Maguire: Starlink's 10x cost advantage will replace subsea fiber optics Shaun Maguire Mar 7, 2025
10× “10 times” Coogan: LVMH Spends 10x More on Tiffany Stores Than Prior Owners John Coogan Feb 21, 2025 Contradicted
10× “10 X” Hays: Apple lacks commercial incentives to radically improve iPhone battery life Jordi Hays Feb 8, 2025
10× “10 X” Coogan: OpenAI's $200 o1 Pro uses the same model as $20 o1 John Coogan Jan 28, 2025 Supported
10× “10 X” Coogan: AI training scaling laws show diminishing returns since GPT-4 John Coogan Jan 23, 2025
10× “10 X” Vail's pass revenue surged tenfold from $78 million to $800 million John Coogan Jan 7, 2025 Supported
10× “10 X” Hays: Andreessen Horowitz got a bargain investing in Saronic at $1B Jordi Hays Nov 15, 2024
10× “10 times” DWAC Valuation Surged to $17B Within 24 Hours of Trump Announcement John Coogan Nov 6, 2024 Partly supported
10× “10 times” Hays: Arbitrage exists in buying land around depressions and lobbying for water Jordi Hays Nov 3, 2024
10× “10 X” Hays: Tether generates 10x more revenue per employee than BlackRock Jordi Hays Oct 24, 2024 Supported
“nine X” Coogan: Blue Origin Pivots Pad Strategy to Return New Glenn This Year John Coogan Jul 1, 2026 Open
“nine times” Love: Lightspeed values early defense R&D and SBIR revenue at zero Connor Love Apr 1, 2025
“nine times” Coogan: Founders waste time obsessing over mental models instead of building John Coogan Jan 13, 2025
“eight times” Weisenthal: The US Treasury Market Is Literally a Prediction Market Joe Weisenthal Mar 19, 2025
“six times” Kim: Jensen Huang's relationships secure Nvidia preferential TSMC wafer allocations Tae Kim Mar 30, 2026
“six times” Kirsten Green notes the wellness economy grows six times faster than GDP Kirsten Green Apr 9, 2025 Partly supported
“six times” Hays: Kin Insurance is actively issuing new home policies in California Jordi Hays Jan 16, 2025 Supported
“five times” Ries: Trust-governed PBCs are roughly five times more likely to reach year 50 Eric Ries May 26, 2026 Supported
“five times” Coogan: Roblox Monetization Per Minute Is 5x Lower Than TikTok John Coogan Feb 19, 2026 Supported
“five times” Coogan: Waymo injury crash rate is five times lower than human drivers John Coogan Jan 21, 2026 Supported
“five X” Randall: Mega-fund leaders cannot realistically promise LPs a 5x net return Ev Randall Nov 13, 2025
“five X” Randall: Benchmark targets higher than 5x net returns for LPs Ev Randall Nov 13, 2025
“five times” Coogan: Surge AI bills two to five times more than Scale AI John Coogan Jun 21, 2025
“five times” Means: US spends 5x more on healthcare than Spain but lives 6 years less Calley Means Apr 26, 2025 Partly supported
“five times” Mohnot: The Jones Act is highly protectionist to US shipbuilding Sheel Mohnot Apr 10, 2025 Supported
“five times” Hays: Unmarried people without kids should take 5x more career risk Jordi Hays Nov 30, 2024
“four times” Hays: Google's new model underperforms Composer 2 despite costing 4x more Jordi Hays May 21, 2026 Supported
“four times” Kim: The rise of AI agents will drive massive server CPU demand Tae Kim Mar 30, 2026
“four times” Huberman: Mental self-testing extends text retention up to a year Andrew Huberman Feb 13, 2026 Partly supported
“four times” Coogan: SpaceX's Starship has four times the capability of New Glenn John Coogan Nov 15, 2025 Partly supported
“four times” Glyman: Ramp grew 4x in 2022, outpacing every public tech company Eric Glyman Mar 6, 2025
“four times” Hays: Frequent CEO posting is a red flag unless selling to startups Jordi Hays Nov 14, 2024
“three X” Coogan: $500B of compute only covers one year of AI scaling John Coogan Aug 12, 2026
“three times” Lynch: Condé Nast cut tech teams to 3 people, tripling their speed Roger Lynch May 12, 2026
“three times” Enterprises should delete meeting transcripts and retain only key decisions Thomas Laffont Apr 7, 2026
“three times” Huberman: Mental self-testing extends text retention up to a year Andrew Huberman Feb 13, 2026 Partly supported
“three times” Leading Freeform is more stressful than reporting directly to Elon Musk Erik Palitsch Apr 26, 2025
“three times” Calley Means: Europe spends 3x less on healthcare and 2x more on food per capita Calley Means Apr 26, 2025 Partly supported
“three times” Putting sweepstakes vehicles in YouTube creator videos boosts performance 3x Conor Macdonald Mar 24, 2025
“three times” Giffon: Senior execs at larger firms are untapped talent for running startups Jeremy Giffon Mar 9, 2025
“three times” Senra: The dynamic range between average and top performers in tech is 100x to 1,000x David Senra Mar 7, 2025
“three X” Hays: Multi-billion digital asset fund 3x'd 2021 fund on Ethereum alone Jordi Hays Dec 11, 2024
“three times” Asking an Investor to Sign an NDA Signals a Startup Will Fail Jordi Hays Nov 23, 2024
“three X” MicroStrategy Is Essentially a Bitcoin ETF Trading at 3x Book Value Jordi Hays Nov 23, 2024
“three times” Coogan: YouTube's algorithm favors long-form podcasts by maximizing expected watch time John Coogan Nov 3, 2024
“two X” Hayes: Jake Paul will become a billionaire from boxing fairly quickly Jordi Hays Jan 9, 2026 Open
“two times” Calley Means: Europe spends 3x less on healthcare and 2x more on food per capita Calley Means Apr 26, 2025 Partly supported
“two times” Senra: The dynamic range between average and top performers in tech is 100x to 1,000x David Senra Mar 7, 2025
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