The Numbers Museum

Every specific figure ever claimed on the show. 373 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
65M “sixty-five million” PlaceIQ tracks movement data from 165 million opted-in US consumers Duncan McCall May 24, 2017
60M “sixty million” Kulkarni: Elastic filed for IPO making $160M in revenue, more than MongoDB Ajay Kulkarni Sep 17, 2018 Supported
60M “sixty million” Snowflake closed a $260 million funding round led by Sequoia Bob Muglia Apr 9, 2018
55M “fifty-five million” Foursquare reports 40 million registered users and 4.5 billion total check-ins Blake Shaw Dec 5, 2013
51M “a fifty million” Tuchen: Talend will surpass $200 million in revenue in 2018 Mike Tuchen Oct 17, 2018
50M “fifty million” Stockholm-based AI startup Lovable reached $50 million ARR in six months Emily Glassberg Sands Jul 10, 2025 Supported
50M “fifty million” AI photo editor PhotoRoom reached $50 million ARR in three years Emily Glassberg Sands Jul 10, 2025 Supported
50M “fifty million” OpenAI's $6.6B round required a $250M minimum ticket Matt Turck Nov 8, 2024 Partly supported
50M “fifty million” $50M+ startup acquisitions take 12-18 months of internal championing Tomasz Tunguz May 16, 2024
50M “fifty million” Collibra raised a $250 million Series G at a $5.25 billion valuation Matt Turck Mar 17, 2022 Supported
50M “fifty million” The New York Times sees 150 million unique visitors per month Nick Rockwell Jan 17, 2019
50M “fifty million” Christine Hung: Spotify has 150M monthly active users across 60+ countries Christine Hung Oct 26, 2017 Supported
50M “fifty million” Glueck: Foursquare reaches 50M monthly users across web and apps Jeff Glueck Mar 24, 2017
50M “fifty million” Tumblr hosted approximately 150 million blogs as of November 2013 Adam Laiacano Dec 5, 2013 Supported
50M “fifty million” Ancestry users built over 50 million family trees containing 5 billion profiles Scott Sorensen Jan 16, 2014
40M “forty million” Berkowitz: ADP pays about 40 million workers globally every month Jack Berkowitz Nov 17, 2022 Partly supported
40M “forty million” ADP uses ML to reduce 21 million job titles into 7,000 categories Jack Berkowitz Nov 17, 2022
40M “forty million” eHarmony has data on about 40 million registered users Vaclav Petricek Dec 5, 2013
40M “forty million” Foursquare reports 40 million registered users and 4.5 billion total check-ins Blake Shaw Dec 5, 2013
32M “two thirty million” Dataiku reached $230M ARR and 600 customers as of September 2023 Florian Douetteau Mar 20, 2024
30M “thirty million” Poolside scales its RL environment repository to over 1M codebases Eiso Kant Nov 6, 2025
30M “thirty million” AI startups reach $30M ARR three times faster than fast-growing SaaS startups Emily Glassberg Sands Jul 10, 2025
30M “thirty million” AI startups reach $30M ARR five times faster than legacy SaaS Aman Kabeer Nov 8, 2024 Supported
30M “thirty million” Matt Turck: Ada raised over $190 million in VC funding Matt Turck Jul 26, 2023 Supported
30M “thirty million” Unacast has raised $30 million with engineering team in Oslo Thomas Walle Nov 13, 2019
30M “30 million” Startups need around $30M ARR before partners handle professional services Martin Casado Mar 19, 2019
30M “thirty million” Oudghiri: Enigma's company graph covers 30 million SMBs and 1,000+ attributes Hicham Oudghiri Dec 5, 2018
30M “thirty million” There are 90 million patents and 30 million scientific articles available Jerome Pesenti Oct 26, 2017 Partly supported
30M “thirty million” Essas: OpenTable has 30 million reviews in its database Joseph Essas Jun 19, 2015
30M “thirty million” Flatiron Health spent over half its $130M Series B acquiring an EHR Zach Weinberg Feb 18, 2015
30M “thirty million” Srivas: India's Aadhaar biometric system has registered 930 million people M.C. Srivas Dec 17, 2015 Supported
26M “a twenty-five million” Mezhanskiy: Datafold's data-diff benchmarks over 1B rows in 5 minutes Gleb Mezhanskiy Sep 12, 2022 Not publicly verifiable
25M “twenty-five million” Deloitte partners carry a $25 million annual quota, says Crespo Eleonore Crespo Sep 11, 2025
25M “twenty-five million” Neo4j maintained 2ms query latency when scaled to 1,000,000 users Emil Eifrem Apr 20, 2015
23M “twenty three million” Ben Uretsky: DigitalOcean raised $123M in venture capital and ~$300M in debt Ben Uretsky Mar 19, 2019
21M “twenty-one million” Emi Gal: Ezra raised $21M Series B co-led by FirstMark and Healthier Capital Emi Gal Mar 6, 2024 Supported
21M “twenty one million” ADP uses ML to reduce 21 million job titles into 7,000 categories Jack Berkowitz Nov 17, 2022
20M “twenty million” Sierra quadrupled its valuation to $4.5B on $20M ARR Aman Kabeer Nov 8, 2024 Supported
20M “twenty million” VMware's Nicira business grew from $20M to $600M ARR during Casado's tenure Martin Casado Mar 19, 2019 Supported
20M “twenty million” Global unstructured data generation will hit 20 million petabytes annually by 2016 Vance Loiselle Sep 22, 2014 Didn’t hold up
15M “fifteen million” Walsher: GitHub Copilot reached $400M ARR and 15M developers David Walsher Jul 3, 2025
15M “fifteen million” BigID generated $5M in revenue in year one and $15M in year two Dimitri Sirota Jan 30, 2023
15M “fifteen million” Textio collected 15 million job listings tagged with performance outcome metrics Kieran Snyder Mar 18, 2016
12M “twelve million” Ramot: Via has completed 12M total rides and 250k weekly rides Daniel Ramot Apr 6, 2017
12M “twelve million” Glueck: Foursquare outpredicted Wall Street on iPhone 6s launch sales Jeff Glueck Mar 24, 2017 Partly supported
12M “twelve million” The unmarketed IRS GetTranscript tool increased annual digital requests to 12 million Nick Sinai Oct 16, 2014 Supported
11M “a ten million” Rogojan: Databricks and Snowflake are fighting for workflows, not contract lock-in Ben Rogojan (Seattle Data Guy) Jan 23, 2025
10M “ten million” Masad broke Facebook's Android beta for 10 million users during bootcamp Amjad Masad Feb 6, 2025
10M “ten million” Evans: Meta Quest 3 lacks traction with roughly 10M active users Benedict Evans Apr 10, 2024
10M “ten million” Goshen: AI21 Labs' Wordtune has over 10 million users Ori Goshen Sep 20, 2023 Supported
10M “ten million” Ober: Quant funds require two years of backtestable daily data before purchasing Matt Ober Feb 25, 2019
10M “ten million” Ramot: Via has completed 12M total rides and 250k weekly rides Daniel Ramot Apr 6, 2017
10M “ten million” Turck: MapR raised a $110 million funding round from Google Capital Matt Turck Dec 17, 2015
10M “ten million” Perlich: Digital advertising machine learning models operate in ten million dimensions Claudia Perlich Dec 5, 2013
8.5M “8.5 million” LlamaIndex announced an $8.5 million seed round led by Greylock Matt Turck Jul 12, 2023 Supported
8M “eight million” Crouch: FBI's NCIC database receives around 8M daily law enforcement queries Scott Crouch Apr 20, 2015 Partly supported
8M “eight million” OnDeck tracks eight million US small businesses from creation to closure Noah Breslow May 28, 2014
8M “eight million” Feldman: Cerebras burned $8M monthly for 18 months before building successful chips Andrew Feldman Jul 23, 2026
7M “seven million” Zeghidour: Kyutai trained its Moshi model on 7 million hours of speech Neil Zeghidour Feb 19, 2026
7M “a six million” Gourley: Primer cut bank analyst report summary time, saving $6M Sean Gourley Mar 19, 2019
6M “a five million” DeepSeek-R1 cost roughly $300,000 to train, 10x cheaper than DeepSeek-V3 Sebastian Raschka Jan 29, 2026 Supported
6M “six million” DeepScribe grew from zero to $6M ARR purely through inbound marketing Akilesh Bapu Nov 17, 2023
6M “six million” Foursquare reports 40 million registered users and 4.5 billion total check-ins Blake Shaw Dec 5, 2013
5M “five million” Delangue: Hugging Face has 5M builders and 1M public models Clement Delangue Oct 17, 2024 Supported
5M “five million” Socher: I angel invested in Hugging Face at a $5M valuation Richard Socher Oct 10, 2024
5M “five million” BigID generated $5M in revenue in year one and $15M in year two Dimitri Sirota Jan 30, 2023
5M “five million” Foursquare passively tracks user phone movements across 105 million businesses Jeff Glueck Mar 24, 2017
5M “five million” Washington D.C. estimates 20% to 40% of police records are duplicates EJ Bensing Apr 20, 2015 Not publicly verifiable
5M “five million” Wilson: 5M teachers and 70M students use Edmodo in the US Fred Wilson Dec 19, 2013 Contradicted
5M “five million” Burazin: Client requested 5 million concurrent AI agent sandboxes Ivan Borzin May 14, 2026
5M “five million” 5 million Americans now make a living running solo companies Emily Glassberg Sands Jul 9, 2026 Partly supported
4M “four million” Sapoznik: The US employs roughly 3 to 4 million call center agents Gustavo Sapoznik Dec 13, 2023 Supported
4M “four million” AssemblyAI is training its next speech model on ~4 million hours of audio Dylan Fox May 1, 2023
4M “four million” PlayStation 4 launch generated four million pieces of content on Livefyre Ramana Rao Oct 21, 2015
4M “four million” Livefyre processes four million requests per minute across its live widgets Ramana Rao Oct 21, 2015
4M “four million” Jesse St. Charles: Knewton served roughly 4 million students in 18 months Jesse St. Charles Mar 20, 2014
4M “four million” Mailchimp sends 6-7 billion monthly emails across 4 million users John Foreman Dec 5, 2013 Supported
3.5M “3504 thousand” Perret: Plaid powers about 3,500 to 4,000 financial products Zach Perret May 13, 2019 Contradicted
3M “three million” Uretsky: DigitalOcean gets about 3 million monthly visitors to tutorials Ben Uretsky Mar 19, 2019
3M “three million” Noah Weiss: Slack has passed 3 million daily active users Noah Weiss Sep 30, 2016 Supported
3M “three million” Crouch: San Antonio police system has 1.2M duplicate records out of 3M Scott Crouch Apr 20, 2015 Not publicly verifiable
3M “three million” The unmarketed IRS GetTranscript tool increased annual digital requests to 12 million Nick Sinai Oct 16, 2014 Supported
3M “three million” Trojanowski: Over Three Million Accountants Work in the US Mitch Trojanowski Aug 5, 2026 Supported
2.7M “2.7 million” Ancestry has 2.7 million paying subscribers and leads online family history Scott Sorensen Jan 16, 2014 Supported
2M “two million” Ai2 received an initial grant of two million GPU hours from AMD Luca Soldaini Nov 20, 2025 Open
2M “two million” Deloitte partners carry a $25 million annual quota, says Crespo Eleonore Crespo Sep 11, 2025
1.5M “1502 thousand” Google earns $1 to $2 every time a user searches 'auto insurance' Sridhar Ramaswamy Apr 10, 2025
1.5M “1.5 million” Better identified $1.5M in savings on $15M of annual vendor spend Howard Katzenberg Nov 29, 2023
1.5M “a half million” DeepScribe has gathered over 2.5 million labeled medical conversations Akilesh Bapu Nov 17, 2023
1.5M “half a million” K Health reached 500,000 users within six months of launch Allon Bloch Jan 16, 2019 Supported
1.5M “half a million” Dauber: Portfolio AI analyzes medical cases 10% more accurately than humans Mike Dauber Sep 30, 2016
1.5M “a half million” Srivas: Aadhaar will take 2.5 years to achieve full enrollment in India M.C. Srivas Dec 17, 2015 Partly held up
1.4M “1.4 million” Rauch: Next.js has 1.4 million monthly active developers as top React framework Guillermo Rauch Jun 26, 2025 Supported
1.3M “1.3 million” InfluxData has 1.3 million open-source users but only 2,600 paying customers Evan Kaplan May 8, 2025
1.3M “1.3 million” Clarifai automatically tagged 1.3 million stock images in a few minutes Matthew Zeiler Nov 20, 2014
1.2M “1.2 million” Primer generated 40,000 new scientist profiles using RNNs and scientific papers Sean Gourley Mar 19, 2019
1.2M “1.2 million” Shah: Julia programming language has surpassed 1.2 million downloads Viral Shah Sep 28, 2017
1.2M “1.2 million” Crouch: San Antonio police system has 1.2M duplicate records out of 3M Scott Crouch Apr 20, 2015 Not publicly verifiable
1M “1014 thousand” CartoDB analysis finds 114,000 daily commuters depend on NYC's L train Javier de la Torre Feb 21, 2016 Supported
1M “a million” Poolside scales its RL environment repository to over 1M codebases Eiso Kant Nov 6, 2025
1M “a million” Maximizer boosted Hebbia's token throughput to 500 million tokens per minute George Sivulka May 29, 2025
1M “a million” Ramaswamy: Neeva reached a $300M valuation on under $1M revenue Sridhar Ramaswamy Apr 10, 2025
1M “a million” Kiela: Advanced RAG systems break down when scaling to a million PDFs Douwe Kiela Mar 6, 2025
1M “a million” Chip Huyen warns million-token context capacity does not imply efficient processing Chip Huyen Jan 16, 2025
1M “one million” AI startups reach $30M ARR five times faster than legacy SaaS Aman Kabeer Nov 8, 2024 Supported
1M “a million” Ethereum write costs fell from 1M to 1,000 times AWS RDS Tomasz Tunguz May 16, 2024 Partly supported
1M “one million” Delangue: Hugging Face has 5M builders and 1M public models Clement Delangue Oct 17, 2024 Supported
1M “one million” Delangue: Hugging Face has almost 1 million private models Clement Delangue Oct 17, 2024
1M “a million” Paribus reached about 1 million customers within one year of launch Eric Glyman Aug 1, 2024 Partly supported
1M “a million” Azhar: Iranian drones costing $20,000 require $1M missile interceptors to destroy Azeem Azhar Jul 2, 2024 Supported
1M “one million” Hugging Face hosts over one million AI models as of April 2024 Matt Turck Apr 26, 2024 Partly supported
1M “a million” Evans: Machine learning functions as an infinitely fast intern Benedict Evans Apr 10, 2024
1M “a million” Liberty: Even naive RAG implementation significantly reduces AI hallucinations Edo Liberty May 31, 2023
1M “one million” Synthesia has generated over one million videos across 40 countries Synthesia AI Avatar May 24, 2021
1M “a million” Cancel: Enterprise software will move away from dozens of loosely coupled tools David Cancel Sep 25, 2020
1M “a million” TimescaleDB surpassed 1 million downloads in its first 18 months Ajay Kulkarni Sep 17, 2018
1M “a million” Muglia: Snowflake was named after Northstar California resort's logo Bob Muglia Apr 9, 2018 Partly supported
1M “a million” DigitalOcean has over 500,000 monthly active customers Ben Uretsky Mar 19, 2019
1M “a million” Boujarwah: Dia&Co has served over a million women across most US zip codes Nadia Boujarwah Nov 20, 2017
1M “one million” SecurityScorecard aimed to monitor one million entities by the end of 2018 Dr. Bob Sohval Oct 26, 2017
1M “a million” Ramot: Via has completed 12M total rides and 250k weekly rides Daniel Ramot Apr 6, 2017
1M “a million” Nguyen: In 2016, Google Brain is at the intelligence of a cockroach Christopher Nguyen Jun 16, 2016
1M “a million” Neo4j maintained 2ms query latency when scaled to 1,000,000 users Emil Eifrem Apr 20, 2015
1M “a million” Ryan Smith: Qualtrics grew to one million academic users Ryan Smith Apr 2, 2015
1M “a million” Bloom: Netflix couldn't deploy its $1M prize algorithm due to complexity Josh Bloom Nov 23, 2015 Supported
1M “a million” Livefyre regularly hits one million concurrent live users across its network Ramana Rao Oct 21, 2015
1M “a million” Mashable crawls about a million pieces of content daily Haile Wusu Nov 23, 2015
1M “one million” Area 1 Data: Top spam filters miss 9 targeted phishing emails per million Oren Falkowitz Oct 21, 2015
1M “one million” Dubois: Models like Kimi and DeepSeek use ~1M RL data points Yann Dubois May 21, 2026 Partly supported
1M “a million” 5 million Americans now make a living running solo companies Emily Glassberg Sands Jul 9, 2026 Partly supported
128K “128 thousand” Fox's breaking news coverage topped 200,000 concurrent interactive users via Livefyre Ramana Rao Oct 21, 2015
100K “a hundred thousand” Lending Club had 20 employees and $100K in loans at evaluation Rebecca Lynn Jul 13, 2017
66K “66 thousand” Livefyre processes four million requests per minute across its live widgets Ramana Rao Oct 21, 2015
10K “ten-thousand” Sisense analyzed 10 terabytes in 10 seconds on a sub-$10k server Amit Bendov Mar 3, 2014 Supported
2K “two thousand” Half of the $2.8 trillion global crude imports travel by sea Ami Daniel Oct 16, 2014 Partly supported
1.5K “a half thousand” Feldman: Cerebras moves weights to compute ~2,500x faster than standard GPUs Andrew Feldman Jul 23, 2026 Supported
1K “a thousand” Douglas: DeepMind has 1,000 on Gemini and 10,000 on foundational research Sholto Douglas Oct 2, 2025
1K “a thousand” Crespo: Pigment becomes useful for companies at around 1,000 employees Eleonore Crespo Sep 11, 2025
1K “a thousand” Bernhardsson: Modal can typically scale customers to 1,000 GPUs within minutes Erik Bernhardsson Oct 31, 2024
1K “a thousand” Ethereum write costs fell from 1M to 1,000 times AWS RDS Tomasz Tunguz May 16, 2024 Partly supported
1K “a thousand” Timescale Cloud reaches over 1,000 customers alongside open-source adoption Mike Freedman Sep 25, 2024
1K “a thousand” ZoomInfo's technical organization numbers roughly 900 to 1,000 people Ali Dasdan Sep 19, 2024
1K “a thousand” ClickHouse Cloud accumulated over 1,000 customers in its first year Aaron Katz Jun 13, 2024
1K “a thousand” Tristan Handy: dbt had 1,000 company users before raising venture capital Tristan Handy Feb 22, 2024
1K “a thousand” Stancil: Enterprise data market won't support 1,000 unicorns Benn Stancil Oct 10, 2022
1K “a thousand” Lamini switches across 1,000 fine-tuned models in three milliseconds Sharon Zhou Nov 8, 2023 Open
1K “a thousand” The prompt engineer title jumped to roughly 1,000 SF workers in 2023 Nancy Xu Oct 18, 2023
1K “a thousand” Fox: AssemblyAI serves over 1,000 customers and tens of thousands of monthly developers Dylan Fox May 1, 2023
1K “a thousand” Top developers, lawyers, and doctors will become 1,000x more productive using AI Amr Awadallah May 1, 2023
1K “a thousand” Reducing database query latency to 100ms cuts infrastructure requirements 10x Jorge Gomez Sancha Mar 9, 2023
1K “a thousand” Kimball: Google ran over 1,000 MySQL shards for a decade before Spanner Spencer Kimball Nov 17, 2022 Partly supported
1K “a thousand” Eifrem: Neo4j is frequently 1,000 times faster for connected data queries Emil Eifrem Feb 7, 2022 Supported
1K “A thousand” Craib: Numerai trades around 1,000 stocks with 500 long, 500 short Richard Craib Jan 31, 2022
1K “a thousand” Craib: 55% success on 1,000 assets proves edge better than Bitcoin gains Richard Craib Jan 31, 2022
1K “a thousand” Pinterest runs about 1,000 parallel A/B experiments at any time Dave Burgess Apr 5, 2021
1K “a thousand” Delangue: Over 1,000 companies including Apple and Bing use Hugging Face Clement Delangue Jan 22, 2020
1K “a thousand” Cell phones would drop calls 1,000x more often without Bayesian probability bounds Ben Vigoda May 22, 2018
1K “a thousand” Oudghiri: Enigma's company graph covers 30 million SMBs and 1,000+ attributes Hicham Oudghiri Dec 5, 2018
1K “a thousand” Tuchen: Talend will surpass $200 million in revenue in 2018 Mike Tuchen Oct 17, 2018
1K “a thousand” SecurityScorecard observes a 1,000-to-1 ratio of non-breached to breached companies Dr. Bob Sohval Oct 26, 2017
1K “a thousand” Cadre transacts on roughly 20 of the 1,000 assets it evaluates annually Jean Sini Oct 26, 2017
1K “a thousand” Endor outperformed nearly 1,000 teams on a Kaggle benchmark Yaniv Altshuler Apr 6, 2017 Contradicted
1K “a thousand” Kimball: Google expanded its MySQL AdWords backend to 1,000 shards before replacement Spencer Kimball Jun 19, 2015
1K “a thousand” Neo4j ran a social network graph query 1,000 times faster than MySQL Emil Eifrem Apr 20, 2015
1K “a thousand” Orad: Sisense has over 1,000 customers including NASA, eBay, and Target Amir Orad Jan 25, 2016 Partly supported
1K “a thousand” Srivas: MapR has reached 1,000 customers in four years M.C. Srivas Dec 17, 2015
1K “a thousand” Gutierrez: Lenders need roughly 1,000 defaulted loans to build a risk model James Gutierrez May 29, 2014
1K “a thousand” Hawkinson: IoT devices cost $2-$5 to connect with 1,000-foot range Alex Hawkinson Dec 5, 2013 Supported
1K “a thousand” Lonsdale: Over 1,000 partners are building on Palantir's platform Joe Lonsdale Dec 5, 2013 Contradicted
1K “a thousand” Merriman: Fast distributed transactions across hundreds of commodity servers are impossible Dwight Merriman Dec 5, 2013
1K “a thousand” Klout API monthly volume grew from 100M to over 10B in 2011 Joe Fernandez Dec 5, 2013 Partly supported
1K “a thousand” Evans: Submitting 1,000 prompts placed ChatGPT users in top 20% Benedict Evans Mar 19, 2026 Supported
1K “a thousand” Prince predicts bot traffic will be 1,000x human traffic within five years Matthew Prince Jun 25, 2026 Open
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