The Numbers Museum

Every specific figure ever claimed on the show. 79 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
300B “a Two hundred billion” Kanter: Automotive aftermarket has a $200B repair and $40B upgrade market Zack Kanter Nov 6, 2025 Supported
41B “a forty billion” Kanter: Automotive aftermarket has a $200B repair and $40B upgrade market Zack Kanter Nov 6, 2025 Supported
10B “ten billion” Copplestone: Founders must pitch unhedged ambition because VCs discount projections anyway Paul Copplestone Jun 25, 2026
2B “two billion” Sun Microsystems almost acquired Apple for roughly $2 billion in the 1990s Adam Nash Apr 4, 2024 Supported
2B “two billion” Weiss: Next-gen product-led SaaS companies will reach $10B within a decade Noah Desai Weiss Jul 13, 2023
1.5B “a half billion” Early-stage sales leaders must close deals while scale CROs focus on strategy Chris Degnan Feb 26, 2026
1B “a billion” Copplestone: Founders must pitch unhedged ambition because VCs discount projections anyway Paul Copplestone Jun 25, 2026
1B “a billion” Noronha: One billion monthly presentation software users are unhappy with existing tools Jon Noronha Jul 24, 2026
1B “a billion” Kanter: Founder anti-VC bias stems from confusing ownership with control Zack Kanter Nov 6, 2025
1B “a billion” Younis: Applied Intuition has retained nearly all of its $1B raised Qasar Younis Aug 1, 2025
1B “a billion” McCabe: Prescriptive advice is incompatible with building billion-dollar companies Eoghan McCabe Sep 5, 2024
1B “a billion” Winters: Only four acquisition engines can scale startups to a billion dollars Casey Winters May 30, 2024
1B “a billion” Winters: Most winning marketplaces remain single-category rather than multi-category Casey Winters May 30, 2024
1B “a billion” Schillace: Over one billion people use Google Docs today Sam Schillace Jun 6, 2024 Supported
1B “a billion” Siroker: Rewind turned down 20 term sheets at a $1 billion valuation Dan Siroker Sep 14, 2023
1B “a billion” Weiss: Next-gen product-led SaaS companies will reach $10B within a decade Noah Desai Weiss Jul 13, 2023
800M “eight hundred million” Acxiom Paid One-Third of Its Market Cap for Unprofitable Startup LiveRamp Anneka Gupta Oct 10, 2024 Contradicted
600M “a five hundred million” Copplestone: Founders must pitch unhedged ambition because VCs discount projections anyway Paul Copplestone Jun 25, 2026
500M “five hundred million” Snowflake was trending toward $500 million in revenue when Frank Slootman joined Chris Degnan Feb 26, 2026
300M “three hundred million” Parikh: Facebook scaled deployment from daily to continuous release cadence Jay Parikh Aug 27, 2026 Supported
300M “Three hundred million” Early startups should avoid hiring sales executives removed from frontline management Jyoti Bansal Nov 19, 2025
200M “two hundred million” 1Password raised $200M from Accel primarily to attract world-class executive talent Jeff Shiner Apr 24, 2025
200M “two hundred million” LiveRamp scaled from $30M to over $200M ARR between 2014 and 2017 Anneka Gupta Oct 10, 2024 Supported
100M “a hundred million” Sager: Seven or eight Plaid ICs now run $100M businesses Eric Sager Jul 16, 2026
100M “a hundred million” Noronha: Gamma has over 100 million registered user signups Jon Noronha Jul 24, 2026 Supported
100M “a hundred million” AI products require disposable engineering systems lasting only six to twelve months Jon Noronha Jul 24, 2026
100M “a hundred million” Sekar: Meraki reached $100M revenue before $1.2B Cisco acquisition Kiren Sekar Sep 11, 2025 Supported
100M “a hundred million” Cramer: Founders can turn almost any software into a $100M business today David Cramer Jun 19, 2025
100M “a hundred million” Muthukumar: ChatGPT has over 100 million weekly active users Krithika Muthukumar Aug 1, 2024 Supported
100M “a hundred million” McCabe: Every VC met in 2011 said $100M SMB revenue was impossible Eoghan McCabe Sep 5, 2024
100M “a hundred million” Winters: A $100M public company cannot beat rivals with $4B in capital Casey Winters May 30, 2024
100M “a hundred million” Winters: Most winning marketplaces remain single-category rather than multi-category Casey Winters May 30, 2024
100M “a hundred million” Berner: Many $100M+ companies lack operationalized onboarding functions Stephanie Berner Feb 1, 2024
51M “a fifty million” Magnuson: Competitors burned out raising $50M Series As in an immature market Bill Magnuson Feb 6, 2025
50M “fifty million” Fortune 500 accounts require distinct resourcing but offer $50 million revenue potential Chris Degnan Feb 26, 2026
50M “fifty million” Younis: Top 10 employees at major AI startups make over $50M combined Qasar Younis Aug 1, 2025
40M “forty million” Popsa will hit $40 million in profitable revenue without outside investment Matt Lerner Sep 26, 2024 Partly supported
31M “a thirty million” Acxiom Paid One-Third of Its Market Cap for Unprofitable Startup LiveRamp Anneka Gupta Oct 10, 2024 Contradicted
30M “thirty million” Canva has grown to 230 million monthly active users Cameron Adams Aug 20, 2025 Supported
30M “thirty million” LiveRamp scaled from $30M to over $200M ARR between 2014 and 2017 Anneka Gupta Oct 10, 2024 Supported
15M “fifteen million” Magnuson: Competitors burned out raising $50M Series As in an immature market Bill Magnuson Feb 6, 2025
11M “a ten million” Kanter: Founder anti-VC bias stems from confusing ownership with control Zack Kanter Nov 6, 2025
10M “ten million” Cramer: Sentry targets every customer of rival startups reaching $10M ARR David Cramer Jun 19, 2025
10M “Ten million” Handy: dbt Labs reached its first $10M ARR via product-led growth Tristan Handy Dec 19, 2024
10M “ten million” Kracov: Delaying SEO until scaling to $2M-$10M ARR hurts growth Alex Kracov Aug 10, 2023
8M “eight million” Copplestone: Supabase now serves eight million developers Paul Copplestone Jun 25, 2026 Supported
8M “eight million” Copplestone: Supabase developer growth accelerates off a 7-8M user base Paul Copplestone Jun 25, 2026 Supported
8M “a seven million” Asthana: Postman rolled a $1M seed into a $7M Series A Abhinav Asthana Aug 28, 2025 Supported
7M “seven million” Asthana: Teleport Me reached six to seven million users Abhinav Asthana Aug 28, 2025 Supported
7M “a six million” Masad: Bloomberg Beta invested ~$600K into Replit at a $6M valuation Amjad Masad Feb 15, 2024
5M “five million” Wang: Thinking about competition under $5M ARR is generally distracting Kevin Wang Feb 6, 2025
5M “five million” Popsa will hit $40 million in profitable revenue without outside investment Matt Lerner Sep 26, 2024 Partly supported
3M “three million” Snowflake once paid a single sales rep a $1 million deal commission Chris Degnan Feb 26, 2026
2M “two million” Noronha: Gamma reached over $2 million in ARR per employee Jon Noronha Jul 24, 2026
2M “two million” Wang: Thinking about competition under $5M ARR is generally distracting Kevin Wang Feb 6, 2025
1.5M “half a million” London: About 500,000 new employers are created annually in the US Tomer London Jul 1, 2025 Supported
1.3M “1.3 million” Zapier only ever raised a $1.3 million seed round Wade Foster Oct 5, 2023 Supported
1M “a million” Epling: New CPOs mistakenly isolate in EPD instead of the C-suite Jeremy Epling Mar 19, 2026
1M “A million” Snowflake once paid a single sales rep a $1 million deal commission Chris Degnan Feb 26, 2026
1M “a million” Sekar: Samsara scaled ARR from $1M to $17M to $70M in consecutive years Kiren Sekar Sep 11, 2025 Not publicly verifiable
1M “a million” Asthana: Postman rolled a $1M seed into a $7M Series A Abhinav Asthana Aug 28, 2025 Supported
1M “a million” Agrawal: AIs will use the web 1,000x to 1,000,000x more than humans Parag Agrawal Aug 14, 2025
1M “a million” Abraham: Reducto crossed $1M ARR with just four employees Adit Abraham Apr 29, 2025
1M “a million” Owner reached $1M revenue and raised $10M within 10 months of pivoting Adam Guild Mar 27, 2025
1M “a million” Anand: Clay manually invoiced customers via Stripe until hitting $1M ARR Varun Anand Jan 23, 2025
1M “a million” Muthukumar: Developer brand is built bottom-up through thousands of micro-decisions Krithika Muthukumar Aug 1, 2024
1M “a million” Schillace: Waiting for tech to get easier guarantees too much competition Sam Schillace Jun 6, 2024
1M “a million” Kracov: B2B startups skipping early marketing will stall past $10M ARR Alex Kracov Aug 10, 2023
1K “a thousand” Copplestone: Supabase rejects bespoke enterprise feature requests Paul Copplestone Jun 25, 2026
1K “a thousand” Noronha: AI Agent Organizations Will Still Face Legacy Operational Friction Jon Noronha Jul 24, 2026
1K “a thousand” Varanasi: Any business goes through roughly 1,000 days of severe hardship Anil Varanasi Dec 10, 2025
1K “a thousand” Stauch: Verkada scaled to 1,000 employees with only two product managers Jake Stauch Oct 23, 2025
1K “a thousand” Agrawal: AIs will use the web 1,000x to 1,000,000x more than humans Parag Agrawal Aug 14, 2025
1K “a thousand” Saarinen: Linear had over 1,000 DAUs at public launch Karri Saarinen Jun 5, 2025
1K “a thousand” Use paid ads for quick testing, not scaling early-stage startup growth Matt Lerner Sep 26, 2024
1K “a thousand” Handy: In 2019, 3 dbt engineers supported 1,000 companies driving $100M+ compute Tristan Handy Dec 19, 2024
1K “a thousand” Amin: Clay grew from ~120 to ~1,000 customers over the year Kareem Amin Jan 18, 2024 Supported
1K “a thousand” Parrish: Early Figma segmented SMB and enterprise at 1,000 employees via Clearbit Kyle Parrish Jan 11, 2024
1K “a thousand” High decision velocity with 60% accuracy massively outperforms slow perfectionism Jack Altman Jul 6, 2023
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