The Numbers Museum

Every specific figure ever claimed on the show. 32 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
150× “150 X” Private AI Startups Trade at 40x to 150x Revenue, Dwarfing Public SaaS Jessica Lessin Feb 28, 2025
100× “hundred times” Lessin: Anthropic tokens cost 100 times more than open-source tokens Sam Lessin Jun 5, 2026 Supported
100× “hundred x” Sam Lessin: Tech faces 100x employment downshift from bot management Sam Lessin Mar 20, 2026
100× “hundred X” Dave Morin Achieved 100x DPI on Oura Ring Seed Investment Dave Morin May 15, 2026
100× “hundred times” Jessica Lessin: Hugging Face valued at over 100x annualized revenue Jessica Lessin Aug 25, 2023
50× “50 X” Suds: AI code volume breaks traditional CI pipelines and raises costs Sudarshan "Suds" Sep 4, 2026
20× “20 x” Dave Morin: Anthropic's funding round is roughly 20x oversubscribed Dave Morin Sep 6, 2025
15× “15 X” Dave Morin: Figure AI's valuation increased 15x in one year Dave Morin Mar 7, 2025 Contradicted
12× “12 times” Brown: PE HVAC roll-ups bought at 12x EBITDA are entering liquidation Mike Brown Jun 17, 2026 Partly supported
10× “10 times” Sam Lessin: Huge AI premiums will be charged for security and privacy Sam Lessin Apr 3, 2026
10× “10 times” Morin: Frontier AI labs run opposition research teams planting hit stories Brit Morin Apr 17, 2026
10× “10 times” Morin: GLM 5.2 on B200s achieves 150 tokens per second Dave Morin Jun 26, 2026 Partly supported
10× “10 X” Dave Morin: Three-person agentic engineering teams produce 1,000x more software Dave Morin Feb 13, 2026
10× “10 times” Levie: AI will cause 10x more software to be created Aaron Levie Dec 27, 2024
10× “10 times” Levie predicts 10 times more software will be created Aaron Levie Dec 6, 2024
10× “10 times” Morin: Cursor enables software developers to write code 10 times faster Dave Morin Nov 1, 2024
10× “10 X” Brit Morin: Bobbie Customer SPV Investors Are Up 10x Brit Morin Nov 17, 2023 Contradicted
10× “10 x” Morin: Study shows 72% of founders report mental health concerns Dave Morin Jun 30, 2023 Supported
“eight X” Private AI Startups Trade at 40x to 150x Revenue, Dwarfing Public SaaS Jessica Lessin Feb 28, 2025
“six times” Sam Lessin: Prediction markets must use real money to matter Sam Lessin Jun 26, 2026
“six times” Lessin: GM delivers six times more cars than Tesla at one-tenth valuation Sam Lessin Apr 19, 2024 Partly supported
“six x” Morin: Study shows 72% of founders report mental health concerns Dave Morin Jun 30, 2023 Supported
“five X” Rauch: Vercel has seen a 5x increase in valuation Guillermo Rauch Apr 10, 2026 Contradicted
“five X” Brown: Teamshares plans to grow corporate EBITDA to $100M by 2027 Mike Brown Jun 17, 2026 Open
“five times” Khosla: Portfolio company Zordi operates fully automated, human-free strawberry greenhouses Vinod Khosla Jun 14, 2024 Partly supported
“four times” Brown: Constant Private Equity Flipping Destabilizes Operating Companies Mike Brown Jun 17, 2026
“four X” Morin: Top 9 VC firms spent $27.5B on AI rounds in past year Brit Morin Jun 20, 2025
“three X” Dave Morin: AI Makes the Average Silicon Valley Engineer 3x More Productive Dave Morin Aug 23, 2024
“three X” Sam Lessin: Late-Stage Venture Capital Is a Terrible Asset Class Sam Lessin Apr 26, 2024
“three X” Brit Morin: Brex's $12.3 billion valuation is at least 3x overinflated Brit Morin Jan 26, 2024
“three x” Morin: Study shows 72% of founders report mental health concerns Dave Morin Jun 30, 2023 Supported
“two x” Morin: Study shows 72% of founders report mental health concerns Dave Morin Jun 30, 2023 Supported
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