The Numbers Museum

Every specific figure ever claimed on the show. 95 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
350× “350 times” A Dallas customer ordered from Zipline 350 times in one year Keller Rinaudo Cliffton Jan 21, 2026
200× “200 times” SpaceX will launch close to 200 times this year, says Fishner-Wolfson Justin Fishner Wolfson Jun 14, 2026 Partly held up
150× “150 times” Maslin: Rare earth magnets hold up to 150 times their weight John Maslin Aug 11, 2025 Supported
100× “hundred X” Chaddha: AI is a 100x era creating many $100B companies Navin Chaddha Oct 3, 2025
100× “hundred X” Chaddha: AI and vibe coding will create 3 billion programmers Navin Chaddha Oct 3, 2025
100× “hundred times” Levy: Atmo Weather Models Offer 100x Higher Resolution Than NWS Alex Levy Aug 15, 2025 Partly supported
100× “hundred times” Adcock: Figure runs onboard neural network inference hundreds of times per second Brett Adcock May 1, 2026 Supported
100× “hundred X” Huffman: Companies must hire top graduates before they permanently leave market Steve Huffman Mar 20, 2026
100× “hundred x” K2 Space produces reaction wheels 10x to 100x cheaper than Honeywell Eric Crispin May 16, 2025
100× “hundred X” Tunguz: 100x cost difference between small and largest AI models Tomasz Tunguz Jan 23, 2025 Supported
100× “hundred X” AI startups with $5M revenue are raising at $700M valuations Alex Kolicich Oct 11, 2024 Supported
100× “hundred X” Early-stage 100x AI multiples are unsustainable artifacts of mega-fund capital oversupply Alex Kolicich Oct 11, 2024
100× “hundred X” Isford: Early-Revenue AI Startups Still Command 100x Multiples Grace Isford Aug 23, 2024
100× “hundred X” Housel: VC funds' top winners are rarely the investments expected to drive returns Morgan Housel Apr 7, 2024
100× “hundred X” Fox: Coding Agents Have Expanded AssemblyAI's TAM by 100x Dylan Fox Jul 31, 2026
58× “58 times” Feldman: Cerebras chip is 58x larger but fits standard data center racks Andrew Feldman Jul 13, 2026 Supported
50× “50 X” Rao: Unconventional AI has very high chance of hitting 50x efficiency first go Naveen Rao Feb 7, 2026
25× “25 times” Mark Suster notes 2021 software multiples hit 25x against historical 10x Mark Suster Jun 28, 2024 Supported
20× “20 x” Feldman: Cerebras AI inference is 20x faster than competitors Andrew Feldman Jul 13, 2026 Partly supported
20× “20 X” Maslin: Vulcan Elements aims to 5x-20x factory output using software in a few years John Maslin Aug 11, 2025
20× “20 times” Financial rails let Brex monetize 20x better than software like Expensify Art Levy Jul 10, 2025
20× “20 times” SpaceX will launch close to 200 times this year, says Fishner-Wolfson Justin Fishner Wolfson Jun 14, 2026 Partly held up
20× “20 X” Weisburd: A 25-company $10M fund yields 3x easily, but 20x rarely David Weisburd Mar 8, 2024
20× “twenty-x” Kolicich: Crossover funds exerted a 20x leverage effect on venture cap tables Alex Kolicich Mar 3, 2024
15× “15 times” Mavrookas: Saronic's Mirage carries 3,500 pounds with a 2,500-nautical-mile range Dino Mavrookas Sep 7, 2026 Supported
14× “14 times” Capital One acquired Brex at a 13.4x forward gross profit multiple Pedro Franceschi Jan 30, 2026 Not publicly verifiable
14× “14 X” Wander has grown its platform locations 14x year-over-year John Andrew May 28, 2025
13× “13 x” Clements: Accel's $150M PIPE investment in Nebius is up 13x in 16 months Miles Clements Jul 6, 2026
10× “tenx” AI-native new graduates will 10x output and displace older workers Alex Bouaziz Mar 17, 2026
10× “10 x” Immerman: 150 companies hit $100M revenue annually today versus 15 in 2009 Alex Immerman Mar 13, 2026
10× “10 x” Morton: Revel increased Impulse Space's engine test throughput 5x to 10x Scott Morton Feb 26, 2026
10× “10 X” Laffont: Initial TAM size is irrelevant compared to market expansion potential Thomas Laffont Mar 6, 2026
10× “10 X” Cliffton: Zipline expects US delivery business to grow over 10x this year Keller Rinaudo Cliffton Jan 21, 2026 Open
10× “10 times” Cliffton: The total instant delivery market is 10x today's size Keller Rinaudo Cliffton Jan 21, 2026
10× “10 times” Karp: Palantir's primary mission is deterrence to prevent American combat casualties Alex Karp Nov 11, 2025
10× “10 X” Field: Figma engineers multiply productivity tenfold using specialized AI agent swarms Dylan Field Jul 2, 2026
10× “10 X” Chaddha: AI is a 100x era creating many $100B companies Navin Chaddha Oct 3, 2025
10× “10 X” Chaddha: Non-AI startups will take 10x longer to raise capital Navin Chaddha Oct 3, 2025
10× “10 X” Agrawal: There Will Be 10x More Palantir Alumni-Founded Successes Apoorv Agrawal Aug 27, 2025
10× “10 X” Maslin: Humanoid robotics reaching planned volumes could 10x global rare earth magnet demand John Maslin Aug 11, 2025
10× “10 X” Power: Hadrian achieved 10x revenue growth over four quarters Chris Power Jul 18, 2025
10× “10 times” Power: Automation's highest leverage is a 10x worker productivity boost Chris Power Jul 18, 2025
10× “10 times” Founders selling to private equity should always use an investment banker Art Levy Jul 10, 2025
10× “10 X” Rangwalla: Individual semiconductor footprints will expand 10x due to AI agents Jaimin Rangwalla May 15, 2026
10× “10 X” Rangwalla: Intel Has Significant Catch-Up Room vs Other Chipmakers Jaimin Rangwalla May 15, 2026
10× “10 X” Huffman: AI productivity gains will not decrease Reddit's engineering headcount Steve Huffman Mar 20, 2026
10× “10 X” K2 Space delivers comparable power to Viasat-3 at a 10x lower price Eric Crispin May 16, 2025
10× “10 X” Sharky claims Whop can reach $10B GMV with just 10-20 engineers Jack Sharky May 23, 2025
10× “10 x” Traditional T2D3 SaaS growth framework is obsolete in AI era Leigh Marie Braswell May 2, 2025
10× “10 times” Peters: Superpower tests roughly 10 times more labs than annual physicals Jacob Peters Apr 22, 2025 Partly supported
10× “10 X” Wright: IoT camera, sensor, and drone costs fell 10x since 2019 Dan Wright Nov 22, 2024 Contradicted
10× “10 X” Early-stage 100x AI multiples are unsustainable artifacts of mega-fund capital oversupply Alex Kolicich Oct 11, 2024
10× “10 X” LLM scaling exhibits decreasing returns, requiring 10x compute for sublinear improvements Alex Kolicich Oct 11, 2024 Supported
10× “10 times” Mark Suster notes 2021 software multiples hit 25x against historical 10x Mark Suster Jun 28, 2024 Supported
10× “10 X” Kim: Lighthouse aims to 10x the number of approved O-1 visas Minn Kim May 3, 2024
10× “10 X” Power: US manufacturing must use software to gain 10x labor advantage over China Chris Power Mar 29, 2024
“nine X” Suster: Series A/B capital grew 9x from 2010 to 2022 Mark Suster Jun 28, 2024 Partly supported
“eight times” Ward: Private equity market size is 6-8x venture capital Henry Ward Aug 6, 2025 Contradicted
“seven X” Wu: Cognition's shipped code increased roughly 7x in six months Scott Wu Jul 27, 2026
“seven times” Clements: 7x more CFOs are telling developers to increase AI token spending Miles Clements Jul 6, 2026 Open
“six X” Friedberg: Higher ed administrative staff grew 6x over 30 years while enrollment stayed flat David Friedberg Jul 22, 2026 Contradicted
“six X” Zamp reaches mid-seven-figure ARR with 6x YoY revenue growth Rohit Badangay Sep 13, 2024
“six X” Suster says 20-percent growth software startups currently trade at 4x revenue Mark Suster Jun 28, 2024 Supported
“five X” Morton: Revel increased Impulse Space's engine test throughput 5x to 10x Scott Morton Feb 26, 2026
“five X” Woo: Anti Fund targets a 5x net fund return Geoffrey Woo Feb 11, 2026
“five X” Tusk Ventures Fund I Is Currently Sitting at a 5x Multiple Bradley Tusk Nov 29, 2025
“five X” Mathew: Accel modeled Facebook secondary investment at 5X upside Arun Mathew Jul 6, 2026
“five times” Sam D'Amico: Impulse's battery delivers 4-5x more power into the pan Sam D'Amico Oct 4, 2024 Supported
“four times” Schimpf: Europe will outspend US procurement fourfold over next five years Brian Schimpf Dec 15, 2025 Open
“four X” Fox: AssemblyAI processes four times YouTube's daily audio volume on peak weeks Dylan Fox Jul 31, 2026
“three times” Lin: Top engineers shipped 3x more code using AI tools Alfred Lin Mar 9, 2026
“three X” Laffont: Initial TAM size is irrelevant compared to market expansion potential Thomas Laffont Mar 6, 2026
“three X” Coatue's worst-case financial model for AppLovin showed at least 3x upside Michael Barton Oct 23, 2025
“three X” Barton predicts Meta will 3x in market cap in five years Michael Barton Oct 23, 2025 Open
“three times” Venner: Operational models are not proven repeatable until built three times Ken Venner Jul 16, 2026
“three times” Venner: An operational model is not proven replicable until built three times Ken Venner Jul 15, 2026
“three X” Nolan: China doubled its grid since 2010 while US stayed flat Scott Nolan Jul 30, 2025 Supported
“three X” VCs will block life-changing startup acquisitions that miss fund return thresholds Art Levy Jul 10, 2025
“three times” Pereyra: Competition among frontier and open-source models will check AI pricing Gabe Pereyra Jun 18, 2026
“three X” Singerman claims a 12-year 3x venture fund loses to Vanguard Brian Singerman Jun 11, 2026 Supported
“three X” Rangwalla: AI Gives Top Developers 2x to 3x Productivity Gains Jaimin Rangwalla May 15, 2026
“three times” Khosrowshahi: Cross-platform Uber users spend 3x more and are more loyal Dara Khosrowshahi May 8, 2026 Supported
“three X” Adcock: Figure will build thousands of robots this year, has parts in-house Brett Adcock Apr 30, 2026
“three X” Whop creators who earn within their first week have 3x higher retention Jack Sharky May 23, 2025
“three times” Sam D'Amico: Impulse's battery stove is 3x more powerful per heating element Sam D'Amico Oct 4, 2024 Supported
“three X” Sundblad: Oden grew 3x from 2022 to 2024 with flat headcount Willem Sundblad Apr 19, 2024
“three X” Weisburd: A 25-company $10M fund yields 3x easily, but 20x rarely David Weisburd Mar 8, 2024
“three times” Lopez: Base Power batteries offer 40 kWh capacity, triple traditional home units Justin Lopas Aug 3, 2026 Partly supported
“two X” The US could get 2x more capability per dollar on weapons Brian Schimpf Dec 16, 2025
“two X” Nolan: China doubled its grid since 2010 while US stayed flat Scott Nolan Jul 30, 2025 Supported
“two X” Armstrong: Code shipped per developer at Coinbase is up 2x year-over-year Brian Armstrong Jun 26, 2026
“two X” Rangwalla: AI Gives Top Developers 2x to 3x Productivity Gains Jaimin Rangwalla May 15, 2026
“two x” Rangwalla: AI Hardware Ratios May Flip to 4 CPUs per GPU Jaimin Rangwalla May 15, 2026
“two X” McCormick: Anduril hit $28B valuation after doubling revenue Packy McCormick Feb 14, 2025 Supported
“two X” Abouzeid: Ramp growth team targeted 2x their quarterly goal in expected value Nick Abouzeid Mar 22, 2024
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