The Numbers Museum

Every specific figure ever claimed on the show. 296 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
10,000× “10,000 times” Casado: Market transformations require 10,000x economic improvements, not 10x Martin Casado Sep 25, 2023
6,000× “6000 times” Precision engineering enables physical quantum computing beyond academic theory Ilyas Khan Jan 2, 2019
2,000× “2000 times” Evans: Telecom stocks stayed flat despite 2,000x mobile data growth Benedict Evans Jun 8, 2026 Supported
1,000× “1000 times” Gil: Custom ASICs can outperform GPUs by 1,000x in machine learning Elad Gil Jan 2, 2019
600× “600 times” Evans: iPhone 6 CPU has 600x the transistors of a 1995 Pentium Benedict Evans Jul 15, 2017 Supported
600× “600 times” Evans: iPhone CPU has 600x the transistors of a 1995 Pentium Benedict Evans Jul 15, 2017 Supported
500× “500 times” Sinofsky: SaaS products will collapse under 500x traffic from AI agents Steven Sinofsky Apr 28, 2026
400× “400 times” Fixed-wing drones yield 20x range and 400x coverage versus quadcopters Keller Rinaudo Jan 2, 2019 Supported
256× “256 times” Standage: AI intelligence takeoff will not be exponential due to scaling limits Tom Standage Jan 2, 2019
250× “250 times” Schimpf: China possesses 250 times the shipbuilding capacity of the US Brian Schimpf Sep 29, 2025 Supported
200× “200 x” Evans: Tech industry will spend $1T to $2T on AI CapEx Benedict Evans Jun 8, 2026 Open
120× “120 times” Google: Average Android user checks their phone 120 times daily Benedict Evans Jan 2, 2019 Supported
100× “hundred times” Yafah Edelman: Robotics training runs use 100x less compute than frontier LLMs Yafah Edelman Nov 24, 2025 Supported
100× “hundred X” Vahdat: AI infrastructure build-out is 100x larger than 1990s internet boom Amin Vahdat Oct 29, 2025
100× “hundred times” Vahdat: Google TPUs are 10x to 100x more energy efficient than CPUs Amin Vahdat Oct 29, 2025 Supported
100× “hundred X” Vahdat: Google is driving 10x to 100x reductions in AI inference costs Amin Vahdat Oct 29, 2025
100× “hundred X” Horowitz predicts 100x improvement in crypto infrastructure within a year Ben Horowitz Aug 23, 2025
100× “hundred X” Patel: Alfalfa farming uses 100x more water than AI data centers Dylan Patel Aug 18, 2025 Supported
100× “hundred times” Sankar: U.S. Navy nuclear safety standards are 100x stricter than civilian standards Shyam Sankar Apr 23, 2025
100× “hundred times” Navy CTO: Defense Startup CEOs Must Embed With Users Before Hiring Sales Justin Fanelli Apr 2, 2025
100× “hundred-x” Moore: OpenAI Deep Research is 100x better than Know Your Meme Olivia Moore Mar 26, 2025
100× “hundred X” Sinofsky: AI TAM will grow 100x, with revenue captured primarily by applications Steven Sinofsky Feb 6, 2025
100× “hundred times” Wickramasekara: Scaling Benchling to $1M ARR was 100x harder than scaling further Sajith Wickramasekara Dec 12, 2024
100× “hundred times” Balasubramaniyan: AI deepfake detection is 100x cheaper than generation Vijay Balasubramaniyan Oct 30, 2024
100× “hundred times” Schmidt: Zeroth-Order Optimization Requires 1,000x More Computation Than Backpropagation Jeff Schmidt Oct 1, 2024
100× “hundred times” Horowitz: AI models will get 100x better at factual accuracy Ben Horowitz May 9, 2024
100× “hundred times” Andreessen: AI models keep improving when trained far past expected limits Marc Andreessen May 2, 2024
100× “hundred times” Cuban: A $300k healthcare CFO pays for themselves 100x over Mark Cuban Mar 5, 2024
100× “hundred X” Dixon: Ethereum upgrade will 100x capacity and drop fees below a penny Chris Dixon Feb 28, 2024 Held up
100× “hundred times” Wang: Generative AI will drive 100x performance gains in enterprise workflows Sarah Wang Jan 25, 2023
100× “hundred X” Balaji: China builds train stations 1,000x faster than the Bay Area Balaji Srinivasan Nov 16, 2022 Partly supported
100× “hundred X” Carlson-Wee: Ethereum has 100 times more app developers than core developers Olaf Carlson-Wee May 8, 2019 Partly supported
100× “hundred times” Andreessen: Winning tech companies in 20 years will be 100x larger than Google Marc Andreessen Jan 2, 2019 Open
100× “hundred X” Wilson: Native crypto applications are 10x–100x better than tokenizing real-world assets Fred Wilson Jan 2, 2019
100× “hundred times” Fawcett: Successful algorithmic quants spend 100x more time on research John Fawcett Jan 2, 2019
100× “hundred X” Lee Fan: Individual engineer throughput can differ by 10x to 100x Lee Fan Jan 2, 2019
100× “hundred times” Cockcroft: Lower network overhead enables microservices 1/100th the size of SOA Adrian Cockcroft Jan 2, 2019
100× “hundred X” Horowitz: Apple undershot its enterprise market potential by 100x Ben Horowitz Jan 2, 2019
100× “hundred times” Dixon: Valve VR research shows virtual cliffs trigger involuntary physical reactions Chris Dixon Jan 2, 2019 Supported
100× “hundred X” Peretti: 100x internet reach compensates for lower per-user monetization rates Jonah Peretti Jan 2, 2019
100× “hundred x” Evans: Tech industry will spend $1T to $2T on AI CapEx Benedict Evans Jun 8, 2026 Open
100× “hundred X” Jennings: Engineers using AI tools achieve 10x to 100x productivity gains Owen Jennings Apr 1, 2026
100× “hundred x” Jennings: AI broke the historic correlation between headcount and output Owen Jennings Apr 1, 2026
100× “hundred times” Sankar: China has an AI advantage through pragmatic focus on economic productivity Shyam Sankar Mar 20, 2026
100× “hundred X” Atreides Management's Internal AI Token Spend Grew 100x in Five Months Gavin Baker Aug 31, 2026
80× “80 times” Moore: ChatGPT Is 30x Larger Than Claude on Web, 80x on Mobile Olivia Moore Mar 10, 2026 Supported
50× “50 times” Haber: AI hurts hourly billers but multiplies contingency legal revenue David Haber Jan 19, 2026
50× “50 times” Haber: Contingency law firms have an unlimited appetite for AI adoption David Haber Dec 3, 2025
50× “50 X” Maps of Mars and Venus are 50x more detailed than ocean maps Grant Gregory Dec 24, 2023 Partly supported
50× “50 times” Andreessen: Crypto, social media, and internet face identical resistance patterns Marc Andreessen Nov 9, 2022
50× “50 times” Gluchowski: ZK-rollups will maintain a 50x cost reduction ratio over Ethereum mainnet Alex Gluchowski Nov 8, 2021 Held up
50× “50 times” Caldbeck: Web data covers 30-50x more CPG brands than legacy sources Ryan Caldbeck Feb 26, 2019
50× “50 times” Amazon required 10 to 50 times more employees than early eBay Jeff Jordan Jul 15, 2017 Contradicted
45× “45 times” Firefly Health members engage with care teams 45 times yearly on average Fay Rottenberg Jul 14, 2023
40× “40 x” Ismail: Top exponential Fortune 100 companies outperformed bottom 10 by 40x Salim Ismail May 25, 2023 Supported
40× “40 times” Chen: Mojo Vision's micro-display features 14,000 PPI density Frank Chen Dec 30, 2019 Supported
40× “40 times” Collison: Bitcoin consumes 40 times more power than the Visa network John Collison Jan 2, 2019
40× “40 times” Friedrich: Chicken creates 40 times more climate impact per protein calorie than legumes Bruce Friedrich Jan 2, 2019 Partly supported
40× “40 x” Chan: China has over six million convenience stores Connie Chan May 15, 2018 Partly supported
40× “40 times” George: US economy spends roughly 40x more on labor than software David George Sep 10, 2026
32× “32 times” Verdian: 2021-2022 software LBOs valued at 25-32x EBITDA are now worth half Aram Verdian Sep 10, 2026 Partly supported
30× “30 times” Andrusko: AI Expands Software TAM 30x by Targeting Labor Spend Marc Andrusko Dec 22, 2025 Partly supported
30× “30 X” Dre Lyon: Hedge funds offered 30x multiples for Cool & Dre's catalog Dre Lyon Jun 13, 2023
30× “30 X” Smith: US healthcare service prices can vary by up to 30x Steph Smith May 9, 2023 Supported
30× “30 times” Moore: ChatGPT Is 30x Larger Than Claude on Web, 80x on Mobile Olivia Moore Mar 10, 2026 Supported
25× “25 X” Dre Lyon: Hedge funds offered 30x multiples for Cool & Dre's catalog Dre Lyon Jun 13, 2023
25× “25 times” SportVU captures 3D positional data 25 times per second in NBA games Mark McClusky Jan 2, 2019 Partly supported
25× “25 times” Evans: iPhone 6 launch weekend sales contained 25x 1995 global PC power Benedict Evans Jul 15, 2017 Supported
25× “25 times” Evans: One iPhone launch sold 25x all 1995 computer transistors combined Benedict Evans Jul 15, 2017
23× “23 times” Shum: Microsoft's XiaoIce chatbot averages 23 conversation turns per session Harry Shum Jan 16, 2020
22× “22 times” Grant: Nobel laureates are 22 times more likely to perform or act Adam Grant Jan 2, 2019
20× “20 times” Appenzeller: Switching to reasoning models would increase inference compute needs 20x Guido Appenzeller Mar 5, 2025
20× “20 times” Collins: Serial biological testing takes 20x longer than parallel engineering Jim Collins Jan 17, 2019
20× “20 times” Andreessen: Global smartphone adoption will soon reach 6 to 7 billion people Marc Andreessen Jan 2, 2019 Held up
20× “20 times” Fixed-wing drones yield 20x range and 400x coverage versus quadcopters Keller Rinaudo Jan 2, 2019 Supported
20× “20 times” Zipline drone delivery costs less than motorcycles and is 20x faster Keller Rinaudo Jan 2, 2019
20× “20 times” Evans: Modern tech market ceilings expanded 100x over prior generations Benedict Evans Jan 2, 2019
20× “20 X” Horowitz: Grid Battery Storage Can Yield 20x Energy and Emission Savings Ben Horowitz Jul 29, 2017
20× “20 X” Andreessen: Top programmers at portfolio companies are 20x more productive Marc Andreessen May 11, 2026
15× “15 X” Indoor robotic farms yield 15x more than open fields using 95% less water Frank Chen Feb 9, 2019 Supported
14× “14 times” Mentioning "ibuprofen" predicts suicide 14x more accurately than the word "suicide" Frank Chen Feb 9, 2019 Partly supported
13× “13 times” Hobson: Ariel buys companies at a 40% valuation discount or 13x forward earnings Mellody Hobson Jan 2, 2019
12× “12 times” Steve Zhao: Sandbox VR players replay zombie game over 12 times Steve Zhao Feb 22, 2023
12× “12 times” Grant: Nobel laureates are 22 times more likely to perform or act Adam Grant Jan 2, 2019
11× “11 X” Schmidt: a16z invested in 11x as sales automation demand reaches record highs Joe Schmidt Dec 23, 2024
11× “11 times” The crying face emoji predicts crises 11x better than expected trigger words Frank Chen Feb 9, 2019 Supported
10.9× “10.9 times” Ismail: Top exponential Fortune 100 companies outperformed bottom 10 by 40x Salim Ismail May 25, 2023 Supported
10× “10 X” Chris Lyons: 2025 startups can match 100-person speed with 10 people Chris Lyons Feb 11, 2026
10× “10 x” George: Top a16z growth investments target 5x upside and 2x downside David George Jan 26, 2026
10× “10 times” McCormick: Substack will grow 10x larger than legacy media companies Packy McCormick Jan 15, 2026
10× “10 times” Horowitz: Cloud software companies are 10x larger than on-premise predecessors Ben Horowitz Jan 15, 2026 Supported
10× “10 times” Horowitz: One Bad Founder Interaction Undoes 10 Good Ones Ben Horowitz Jan 15, 2026
10× “10 X” Angela Strange: Next-gen fintech winners will be 10x larger by capturing labor Angela Strange Dec 26, 2025
10× “10 X” Horowitz: Lack of enforcement creates lost generations driven by criminal pay Ben Horowitz Dec 17, 2025
10× “10 times” Rampell: AI software will make human workers ten times more productive Alex Rampell Dec 1, 2025
10× “10 X” Vahdat: AI infrastructure build-out is 100x larger than 1990s internet boom Amin Vahdat Oct 29, 2025
10× “10 X” Vahdat: Google is driving 10x to 100x reductions in AI inference costs Amin Vahdat Oct 29, 2025
10× “10 X” Rabois: Opendoor Can 10x Value By Unwinding Prior Execution Mistakes Keith Rabois Oct 16, 2025
10× “10 X” Levie: Small startup founders report 3x to 10x AI productivity gains Aaron Levie Sep 24, 2025
10× “10 X” Levie: Startups gain enterprise scale because incumbents refuse to retool workflows Aaron Levie Sep 24, 2025
10× “10 X” Casado: AI coding tools will deliver a 10x engineer productivity boost Martin Casado Sep 3, 2025
10× “10 X” Scharfstein: Forward-deployed engineering must feed custom client fixes back into platform core Ben Scharfstein Aug 26, 2025
10× “10 X” Scharfstein: Solving end-to-end enterprise problems unlocks 10x larger contracts Ben Scharfstein Aug 26, 2025
10× “10 X” Scharfstein: Difficult 10x engineers belong on platform teams, not client teams Ben Scharfstein Aug 26, 2025
10× “10 X” Levie: Expert engineers achieve 10x productivity gains from AI tools Aaron Levie Aug 25, 2025
10× “10 X” Wang: AI model inference costs dropped 10x year-over-year Sarah Wang Aug 22, 2025 Supported
10× “10 X” Wang: All 24 surveyed a16z startups use Cursor, driving up to 10x productivity Sarah Wang Aug 22, 2025
10× “tenx” Patel: A 15% product improvement cannot displace enterprise incumbents; 10x is required Jeetu Patel Aug 6, 2025
10× “10 X” Patel: AI Infrastructure Scale Will Expand by 100x to 1000x Jeetu Patel Aug 6, 2025
10× “10 X” Balaji Srinivasan: AI will drive global professional wages toward $20K equilibrium Balaji Srinivasan Jul 28, 2025
10× “10 X” Price-Wright: Residential electricity costs spike 10x during peak 4-9 PM hours Erin Price-Wright Jul 16, 2025
10× “10 X” Levie: AI will trigger a 10x surge in custom software creation Aaron Levie Jul 14, 2025
10× “10 times” Zach Cohen: Generative AI tools make teachers 10x better at their jobs Zach Cohen Jun 20, 2025
10× “10 times” Cohen: Hesitant to invest in AI edtech focused solely on teacher productivity Zach Cohen Jun 20, 2025
10× “10 times” George: Waymo autonomous vehicles are 7-10x safer than human drivers David George Feb 20, 2025 Open
10× “10 times” Schimpf: Pentagon oversight bureaucrats outnumber accountable leaders 10 to 1 Brian Schimpf Jan 28, 2025
10× “10 X” Strange: AI agents could increase software revenue 10x Angela Strange Jan 14, 2025
10× “10 X” Rampell: Salesforce risks losing revenue or 10x-ing depending on AI transition Alex Rampell Jan 14, 2025
10× “10 X” Strange: Core software replacement in fintech failed from lack of 10x improvement Angela Strange Jan 14, 2025
10× “10 X” Wickramasekara: Bio AI models will 10x therapeutic molecule ideas Sajith Wickramasekara Dec 12, 2024
10× “10 X” Pande: Healthcare AI needs a 10x improvement threshold to overcome stigma Vijay Pande Sep 5, 2024
10× “10 X” Andreessen: Capitalist flaws are ten times worse under communism Marc Andreessen Jul 16, 2024
10× “10 X” Pande: Healthcare AI needs 10x gains or zero-friction adoption Vijay Pande Jun 28, 2024
10× “10 X” Tseng: A $1M defense contract yields 10x value via venture backing Brandon Tseng Mar 7, 2024
10× “10 X” Martin Casado: AI marginal cost reduction will trigger 10x value expansion Martin Casado Mar 5, 2024
10× “10 X” Daher: Pilot increased its average selling price 10x since launch Waseem Daher Nov 21, 2023
10× “10 X” Akhund: Startups competing with incumbents must catch up and be 10x better Immad Akhund Nov 14, 2023
10× “10 times” Casado: Market transformations require 10,000x economic improvements, not 10x Martin Casado Sep 25, 2023
10× “10 x” Byung Liu: LLMs increase search engine value instead of replacing them Byung Liu Jun 2, 2023
10× “10 X” Ismail: Exponential organizations perform 10x better, faster, and cheaper than peers Salim Ismail May 25, 2023
10× “10 times” Ismail: ATMs lowered branch costs 10x without reducing bank teller jobs Salim Ismail May 25, 2023 Partly supported
10× “tenx” Steve Zhao: Handing customers highlight videos before exit boosts sharing tenfold Steve Zhao Feb 22, 2023
10× “10 X” Steve Zhao: Out-of-home entertainment must be 10x better than at-home options Steve Zhao Feb 22, 2023
10× “10 X” Masad: Global developer count will reach 300 million by 2030 Amjad Masad Feb 16, 2023
10× “10 X” Masad: AI will create 1000x engineers, shrinking core tech teams Amjad Masad Feb 16, 2023
10× “10 X” Amjad Masad: Denial of 10x engineers is politically motivated Amjad Masad Feb 16, 2023
10× “10 X” Masad: AI makes learning to code more valuable by elevating all developers Amjad Masad Feb 16, 2023
10× “10 X” VandeHei: Venture investors seeking 10x returns should avoid media Jim VandeHei Feb 6, 2023
10× “10 times” Wilson: Enterprise software markets are not winner-take-all like consumer Fred Wilson Jan 2, 2019
10× “10 X” Wilson: Native crypto applications are 10x–100x better than tokenizing real-world assets Fred Wilson Jan 2, 2019
10× “10 times” Ehrensvärd: Native security standards will make cybersecurity safer by 2028 Stina Ehrensvärd Jan 2, 2019
10× “10 times” Sarandos notes Amazon paid 10x Twitter's price for non-exclusive NFL rights Ted Sarandos Jan 2, 2019 Contradicted
10× “10 times” Savage: Dallas has more bikes than any other U.S. city Andrew Savage Jan 2, 2019 Supported
10× “10 times” Sinofsky: Operating an on-prem data center costs 10x more than AWS Steven Sinofsky Jan 2, 2019
10× “10 X” Lee Fan: Individual engineer throughput can differ by 10x to 100x Lee Fan Jan 2, 2019
10× “10 times” Evans: Big four tech platforms expanded headcount 10x in a decade Benedict Evans Jan 2, 2019 Partly supported
10× “10 X” Dhillon: Enterprises underestimate their SaaS application usage by 10x Gaurav Dhillon Jan 2, 2019
10× “10 times” Wennmachers: Avoiding PR to hide from competitors is just an excuse Margit Wennmachers Jan 2, 2019
10× “10 X” Rampell: High-conviction appreciation calls for debt over equity financing Alex Rampell Jan 2, 2019
10× “10 times” Sinofsky: PCs will become super expensive and niche like mainframes Steven Sinofsky Jan 2, 2019
10× “10 times” Sundararajan: Top platform earners make $1.20 per $1 bottom earners make Arun Sundararajan Jan 2, 2019 Contradicted
10× “10 X” Horowitz: Initial startup equity reflects past reputation rather than actual performance Ben Horowitz Jan 2, 2019
10× “10 times” Evans: Global telecoms is a $1.2T industry, 10x online advertising Benedict Evans Jan 2, 2019 Supported
10× “10 times” Russell: Mobile will permanently be ten times larger than desktop Kyle Russell Jan 2, 2019 Didn’t hold up
10× “10 times” Hinrikus: TransferWise international transfers are 10 times cheaper than banks Tavit Henrikos Jan 2, 2019 Partly supported
10× “10 times” Hobson: Microsoft's valuation multiple once dropped to 10x earnings Mellody Hobson Jan 2, 2019 Supported
10× “10 X” Evans argues mobile creates 5x to 10x greater market opportunity than PCs Benedict Evans Jan 2, 2019
10× “10 times” Hindawi: Big companies spend 10x more on security than 5 years ago Orion Hindawi Jan 2, 2019
10× “10 X” Regional tech hubs cannot beat Silicon Valley by simply copying it Sten Tamkivi Jan 2, 2019
10× “10 times” TrialPay Engaged in Roughly 10 Acquisition Talks Before Visa Deal Alex Rampell May 4, 2018
10× “10 X” Mars: Porting Sirius to GPUs and FPGAs yields 10x speedup Jason Mars Jul 28, 2017 Supported
10× “10 times” Evans: EVs have 10 times fewer moving parts than gas cars Benedict Evans Jul 15, 2017 Partly supported
10× “10 X” Clark: Traditional life science investments consistently cap out at 10x David Clark Jul 15, 2017
10× “10 times” Amazon required 10 to 50 times more employees than early eBay Jeff Jordan Jul 15, 2017 Contradicted
10× “10 times” Evans: Mobile represents a 10x economic opportunity over PCs by 2020 Benedict Evans Jul 15, 2017
10× “10 X” Clark: Chinese LLMs lag US by six months but are 10x cheaper David Clark May 29, 2026
10× “10 X” George: Frontier AI token demand outpaces 10x annual cost drops David George May 29, 2026
10× “10 times” Rowan: Transparency and price discovery expand market size tenfold Marc Rowan May 27, 2026
10× “10 X” Levie: AI yields 2x to 3x productivity gains, not 10x Aaron Levie Apr 28, 2026
10× “10 times” Cannon-Brookes: Customer service is input-constrained; higher speed yields no extra demand Mike Cannon-Brookes Mar 6, 2026
10× “10 X” Raghuram: Achieving 10x AI efficiency requires first-principles hardware startup innovation Raghu Raghuram Aug 28, 2026
10× “10 X” Horowitz: AI compute demand is growing 10x annually, outpacing physical supply Ben Horowitz Aug 28, 2026
10× “10 X” Behind-The-Meter Data Centers Can Increase Local Town Tax Revenue 10x Gavin Baker Aug 31, 2026
10× “10 X” Acharya: Open-weight models are optimal for bounded-upside enterprise tasks like finance Anish Acharya Aug 26, 2026
10× “10 X” Chi: Vals consumed $1.5M in model tokens in one month, 10x salaries Ryan Chi Sep 9, 2026
10× “10 X” Verdian: AI TAM can be 10x larger than traditional SaaS Aram Verdian Sep 10, 2026
10× “10 X” George: Growth-stage venture loss rates should be 10% to 20% David George Sep 10, 2026
10× “10 times” Verdian: Only 15 to 20 public SaaS companies trade above 10x revenue Aram Verdian Sep 10, 2026 Supported
“nine X” Moore: ChatGPT enterprise usage grew 8x to 9x year-over-year Olivia Moore Dec 29, 2025 Supported
“nine times” 90% of entrepreneurs of color build solutions for underserved community pain points Keisha Cash Jan 2, 2019
“eight X” Labenz: AI agent task capacity will reach two weeks within two years Nathan Labenz Oct 14, 2025
“eight X” Yoo: Healthcare payments labor productivity is 8x worse than other sectors Julie Yoo Jul 31, 2019 Not publicly verifiable
“eight times” Gilliam: Clinton spent eight times more on software than Trump Jim Gilliam Jan 2, 2019 Not publicly verifiable
“seven X” George: Aggregate unicorn market cap reached $3.5 trillion, growing 7x in a decade David George Jan 26, 2026 Supported
“seven X” Patel: NVIDIA GB200 yields 3x-4x performance per dollar on DeepSeek Dylan Patel Sep 22, 2025 Supported
“seven times” Horowitz: a16z operates as seven distinct practices on shared infrastructure Ben Horowitz Jun 23, 2025 Supported
“seven times” Sramek: Bay Area-level innovation clusters have occurred only seven times in history Jan Sramek Mar 5, 2024
“seven x” Collins: Venture backers expect a 4x to 7x return in 4-7 years Julia Collins Aug 3, 2023
“seven X” Sinofsky: IBM beat S&P 500 by 7x post-mainframe peak Steven Sinofsky Jan 2, 2019 Supported
“seven times” Grant: Nobel laureates are 22 times more likely to perform or act Adam Grant Jan 2, 2019
“seven times” Evans: Seed round volume grew 7x but remains a fraction of VC Benedict Evans Jan 2, 2019 Supported
“seven times” Frank Chen: AI research has experienced six or seven boom-and-bust cycles Frank Chen Jul 15, 2017 Partly supported
6.4× “6.4 times” Ismail: Top exponential Fortune 100 companies outperformed bottom 10 by 40x Salim Ismail May 25, 2023 Supported
“six X” Nuzhna: Investigator-initiated trials in China cut review timelines by 5x Lada Nuzhna Nov 14, 2025 Supported
“six X” Patel: NVIDIA GB200 yields 3x-4x performance per dollar on DeepSeek Dylan Patel Sep 22, 2025 Supported
“six X” Wang: Scale AI grew revenue 6x while keeping headcount flat Alexandr Wang Sep 24, 2024
“six times” Mensch: Mixtral matches Llama 2 70B performance at one-sixth the cost Arthur Mensch Dec 28, 2023 Supported
“six times” Appenzeller: Transformer inference takes 2x parameter FLOPs, training takes 6x Guido Appenzeller Sep 1, 2023
“six times” Pretorius: Onboarding foreign national employees takes six times longer on average Hendrick Pretorius Jan 21, 2019 Supported
“five X” George: a16z expects a 3x to 4x return on Databricks investment David George Jan 26, 2026
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