The Numbers Museum

Every specific figure ever claimed on the show. 59 match this view. Red rows are numbers the cited sources contradict.

All Dollars Multiples Percentages Big numbers

Figure	As spoken	The claim	Who	When	Checked?
200×	“200 X”	Madra: Google's monthly AI token volume exploded 200x to 1 quadrillion	Sunny Madra	Jul 31, 2025	Partly supported
100×	“hundred X”	Gerstner: Letting ChatGPT launch first was Google's mortal sin	Brad Gerstner	Mar 2, 2025	—
100×	“hundred X”	Gerstner: Tesla FSD 12.5 delivered 100x improvement in MPCI	Brad Gerstner	Nov 21, 2024	Contradicted
100×	“hundred X”	Huang: Moore's Law Alone Would Have Delivered Only 100x Improvement	Jensen Huang	Oct 13, 2024	—
100×	“hundred X”	Levie: Applying identical multiples to 5% and 90% margin businesses is crazy	Aaron Levie	Feb 8, 2024	—
57×	“57 times”	Gurley: Delaware Court Legal Fee Multipliers Far Exceed Federal Courts	Bill Gurley	May 22, 2025	Supported
50×	“50 X”	Patel: Reasoning models like OpenAI o1 increase compute costs by 50x	Dylan Patel	Dec 23, 2024	—
40×	“40 X”	Altman: Cost per unit of intelligence has dropped roughly 40x annually	Sam Altman	Oct 31, 2025	Supported
30×	“30 times”	Gerstner: Wiz Deal Valued at 30x Revenue vs. Public SaaS 6-7x	Brad Gerstner	Mar 21, 2025	—
30×	“30 x”	Gurley: OpenAI o1 model costs 20 to 30 times more per query	Bill Gurley	Oct 13, 2024	—
25×	“25 times”	Jain: AI will capture massive revenue from the 25x larger services market	Arvind Jain	Dec 23, 2025	—
23×	“23 times”	Gurley: Delaware Court Legal Fee Multipliers Far Exceed Federal Courts	Bill Gurley	May 22, 2025	Supported
21×	“21 times”	Gerstner: Google trades at the lowest P/E and growth rate among MANG peers	Brad Gerstner	Feb 22, 2024	Supported
20×	“20 X”	Gurley: Price difference between current and older AI models is 20x	Bill Gurley	Mar 2, 2025	—
20×	“20 x”	Gurley: OpenAI o1 model costs 20 to 30 times more per query	Bill Gurley	Oct 13, 2024	—
18×	“18 times”	Gerstner: Google trades at the lowest P/E and growth rate among MANG peers	Brad Gerstner	Feb 22, 2024	Supported
15×	“15 times”	Patel: NVIDIA is cutting Blackwell margins to compete with custom ASICs	Dylan Patel	Dec 23, 2024	Partly supported
14×	“14 times”	Gerstner: Wiz IPO would yield $14B valuation, defying Google's $23B offer	Brad Gerstner	Jul 25, 2024	—
10×	“10 X”	Huang: Alibaba CEO Eddie Wu plans to 10x data center power by 2030	Jensen Huang	Sep 26, 2025	Supported
10×	“10 X”	Gurley: In the 1990s, Dell's ROIC was 10x the PC industry	Bill Gurley	Jul 10, 2025	Partly supported
10×	“10 X”	Altman: OpenAI scaled compute roughly 10x over the past year	Sam Altman	Oct 31, 2025	—
10×	“10 X”	Altman: 10x more compute would yield near 10x revenue for OpenAI	Sam Altman	Oct 31, 2025	—
10×	“10 times”	Gurley: Delaware Court Legal Fee Multipliers Far Exceed Federal Courts	Bill Gurley	May 22, 2025	Supported
10×	“10 X”	Gerstner: Letting ChatGPT launch first was Google's mortal sin	Brad Gerstner	Mar 2, 2025	—
10×	“10 X”	Gerstner: Tesla FSD 13 will deliver another 10x MPCI improvement	Brad Gerstner	Nov 21, 2024	Didn’t hold up
10×	“10 X”	Ball: Services markets are usually 10x larger than software markets	Jamin Ball	Oct 31, 2024	—
10×	“10 X”	Patel: Reasoning models like OpenAI o1 increase compute costs by 50x	Dylan Patel	Dec 23, 2024	—
10×	“10 times”	Huang: Parallel processing favors transistor volume over individual transistor speed	Jensen Huang	Oct 13, 2024	—
10×	“10 X”	Gurley: Hyperscaler buyers are 10x better for nuclear startups than utilities	Bill Gurley	Sep 25, 2024	—
10×	“10 X”	Gerstner: Nvidia's earnings multiple remained flat despite 10x stock surge	Brad Gerstner	Jun 22, 2024	Supported
10×	“10 times”	Madra: Llama 3 70B is over 10x cheaper than GPT-4	Sundeep Madra	Apr 29, 2024	Partly supported
10×	“10 X”	Gerstner: Tesla FSD 12 model improves 5x to 10x faster monthly than prior systems	Brad Gerstner	Mar 7, 2024	—
10×	“10 times”	Gurley: Silicon Valley has the "crudest, least intelligent" view of valuation	Bill Gurley	Feb 8, 2024	—
10×	“10 X”	Levie: Applying identical multiples to 5% and 90% margin businesses is crazy	Aaron Levie	Feb 8, 2024	—
10×	“10 x”	Gurley: Moving search from ads to transactions causes a 10x revenue reduction	Bill Gurley	Feb 8, 2024	—
10×	“10 X”	Gerstner: AI search query answers cost 10x more than 10 blue links	Brad Gerstner	Feb 22, 2024	—
7×	“seven times”	Gerstner: Public software multiples are at 5.2x forward revenue vs. 7x average	Brad Gerstner	Oct 31, 2025	Supported
7×	“seven times”	Gurley: Delaware Court Legal Fee Multipliers Far Exceed Federal Courts	Bill Gurley	May 22, 2025	Supported
7×	“seven times”	Gerstner: Wiz Deal Valued at 30x Revenue vs. Public SaaS 6-7x	Brad Gerstner	Mar 21, 2025	—
6.9×	“6.9 times”	Gerstner: Public Software Trades at 6.1x Revenue, Below 10-Year Average	Brad Gerstner	Apr 4, 2024	Partly supported
6.1×	“6.1 times”	Gerstner: Public Software Trades at 6.1x Revenue, Below 10-Year Average	Brad Gerstner	Apr 4, 2024	Partly supported
6×	“six times”	Gurley: SaaS at 6x revenue is not automatically cheap as industries mature	Bill Gurley	Aug 9, 2024	—
6×	“six X”	Gurley: AI venture investing is repeating the exact same overfunding mistakes as ZERP	Bill Gurley	Jun 22, 2024	—
5.2×	“5.2 times”	Gerstner: Public software multiples are at 5.2x forward revenue vs. 7x average	Brad Gerstner	Oct 31, 2025	Supported
5×	“five times”	Wu: GPT-5 enables single-generation code completions in the Codex CLI	Sherwin Wu	Sep 11, 2025	—
5×	“five times”	Gerstner: US nuclear fission reactors cost 4x to 5x more to build	Brad Gerstner	Aug 28, 2025	—
5×	“five X”	Gerstner: $5B–$10B Mega-Funds Cannot Generate 4x–5x Returns by Diversifying Across 100 Companies	Brad Gerstner	Oct 31, 2024	—
5×	“five X”	Patel: Reasoning models like OpenAI o1 increase compute costs by 50x	Dylan Patel	Dec 23, 2024	—
5×	“five X”	Gurley: AI venture investing is repeating the exact same overfunding mistakes as ZERP	Bill Gurley	Jun 22, 2024	—
4×	“four X”	Gurley: South Korea, China build nuclear power at one-fourth US cost	Bill Gurley	Apr 24, 2025	Supported
4×	“four times”	Huang: Software updates make Hopper GPUs 2x to 4x better over time	Jensen Huang	Oct 13, 2024	Supported
4×	“four X”	Huang: The AI industry will with certainty require millions of GPUs	Jensen Huang	Oct 13, 2024	Held up
3×	“three X”	Gerstner: Export controls will prevent DeepSeek from keeping pace with OpenAI	Brad Gerstner	Feb 5, 2025	—
3×	“three times”	Gurley: Negative-Margin Startups Subsidize Compute and Triple-Count AI Industry Revenue	Bill Gurley	Mar 21, 2025	—
3×	“three X”	Gerstner: Jensen Huang plans to triple Nvidia's size using AI agents	Brad Gerstner	Jun 20, 2025	—
3×	“three X”	Gerstner: Huang believes NVIDIA can triple revenue with 25% headcount growth	Brad Gerstner	Oct 13, 2024	—
3×	“three times”	Huang: NVIDIA delivers 2x-3x performance and cost improvements every single year	Jensen Huang	Oct 13, 2024	—
3×	“three times”	Gerstner: Public markets value revenue growth at 3x free cash flow margin	Brad Gerstner	Feb 8, 2024	Supported
2×	“two X”	Patel: Nvidia Blackwell costs over twice as much to manufacture as Hopper	Dylan Patel	Dec 23, 2024	Supported

The Numbers Museum

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