The Numbers Museum

Every specific figure ever claimed on the show. 24 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?
$10B	“ten billion dollars”	Weiss: Next-gen product-led SaaS companies will reach $10B within a decade	Noah Desai Weiss	Jul 13, 2023	—
$10B	“ten billion dollars”	Patrick Collison required new Stripe products to plausibly add $10B in enterprise value	Tara Seshan	Jun 22, 2023	—
$4B	“four billion dollars”	Winters: A $100M public company cannot beat rivals with $4B in capital	Casey Winters	May 30, 2024	—
$1.2B	“1.2 billion dollars”	Sekar: Meraki reached $100M revenue before $1.2B Cisco acquisition	Kiren Sekar	Sep 11, 2025	Supported
$1B	“a billion dollars”	Younis: Zoox misunderstood autonomous vehicle economics and chose the wrong strategy	Qasar Younis	Aug 1, 2025	—
$1B	“a billion dollars”	Zima: Looker calculated it could hit $1B revenue in core product alone	Colin Zima	Oct 12, 2023	—
$100M	“a hundred million dollars”	Moore: Crossbeam raised $100M and rival Reveal raised $50M during ZIRP	Bob Moore	Sep 19, 2024	Supported
$100M	“a hundred million dollars”	Habib: Enterprise champions target $100M in cost reductions using Writer	May Habib	Feb 29, 2024	—
$90M	“ninety million dollars”	Weiss: Slack reached $80M-$90M ARR before hiring a sales head	Noah Desai Weiss	Jul 13, 2023	Supported
$80M	“eighty million dollars”	Winters: Grubhub raised only $80M before its IPO	Casey Winters	May 30, 2024	Supported
$50M	“fifty million dollars”	Younis: Silicon Valley secondary cash-outs before failure are borderline fraud	Qasar Younis	Aug 1, 2025	—
$50M	“fifty million dollars”	Moore: Crossbeam raised $100M and rival Reveal raised $50M during ZIRP	Bob Moore	Sep 19, 2024	Supported
$40M	“forty million dollars”	Moreno: Windsurf invested in partner networks $40M earlier than peers	Graham Moreno	May 21, 2026	—
$33M	“thirty three million dollars”	Jackson: Rewind AI raised over $33M from a16z, NEA, and Sam Altman	Todd Jackson	Sep 14, 2023	Supported
$30M	“thirty million dollars”	Masad: Glitch raised $30M seed and had 80 people vs Replit's 5	Amjad Masad	Feb 15, 2024	Partly supported
$10M	“ten million dollars”	Owner reached $1M revenue and raised $10M within 10 months of pivoting	Adam Guild	Mar 27, 2025	—
$10M	“ten million dollars”	Desai: Product managers must reject bespoke features, even for $10M deals	Milin Desai	May 16, 2024	—
$3M	“three million dollars”	Melanie Perkins' previous yearbook business generated two to three million in revenue	Cameron Adams	Aug 20, 2025	Supported
$3M	“a two million dollars”	Gong reached $2 million ARR in its first full year of selling	Eilon Reshef	Mar 28, 2024	—
$2M	“two million dollars”	Subscription revenue eclipsed Canva's two-million-dollar micro-transaction business within three months	Cameron Adams	Aug 20, 2025	—
$1M	“a million dollars”	Akhund: A customer deposited $1M into Mercury via self-service four days post-launch	Imad Akhund	Aug 6, 2025	—
$1M	“a million dollars”	Guild: P.F. Chang's contract was worth over $1M annually to Owner	Adam Guild	Mar 27, 2025	—
$1M	“a million dollars”	Amin: Multiple consultants earned over $1M implementing Clay for clients	Kareem Amin	Jan 18, 2024	—
$1K	“a thousand dollars”	Reshef: Gong's initial beachhead strictly targeted North American English B2B software	Eilon Reshef	Mar 28, 2024	—

The Numbers Museum

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