The Numbers Museum

Every specific figure ever claimed on the show. 515 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
8% “eight percent” Gurley: 85% of CIOs increase AI spend despite flat budgets Bill Gurley Jun 10, 2024 Supported
10% “10%” Gurley: 85% of CIOs increase AI spend despite flat budgets Bill Gurley Jun 10, 2024 Supported
92% “92%” Gurley: 85% of CIOs increase AI spend despite flat budgets Bill Gurley Jun 10, 2024 Supported
85% “85%” Gurley: 85% of CIOs increase AI spend despite flat budgets Bill Gurley Jun 10, 2024 Supported
5% “five percent” Gerstner: Duolingo fell 4-5% following OpenAI's GPT-4o demo Brad Gerstner May 16, 2024 Partly supported
54% “54%” Gerstner: 54% of software companies issued forward guidance below consensus Brad Gerstner May 16, 2024 Supported
1M “a million” Madra: Llama 3 70B is over 10x cheaper than GPT-4 Sundeep Madra Apr 29, 2024 Partly supported
10× “10 times” Madra: Llama 3 70B is over 10x cheaper than GPT-4 Sundeep Madra Apr 29, 2024 Partly supported
50% “50%” Gerstner: Over 50% of OpenAI's revenue comes from consumers Brad Gerstner Apr 29, 2024 Supported
80% “80%” Gurley: Consumer AI Tools Lack Differentiation Needed to Reach Escape Velocity Bill Gurley Apr 29, 2024
100M “a hundred million” Gerstner: Closed AI model startups besides OpenAI will struggle to raise funding Brad Gerstner Apr 29, 2024
64% “64%” Gerstner: 64% of Fortune 500 companies use Azure OpenAI Brad Gerstner Apr 29, 2024 Supported
82% “82%” Madra: 82% of enterprises use or plan to use open-source AI Sundeep Madra Apr 29, 2024 Contradicted
83% “83%” Gerstner: 83% of CIOs plan to repatriate workloads on-prem Brad Gerstner Apr 29, 2024 Supported
49% “49%” Gerstner: 83% of CIOs plan to repatriate workloads on-prem Brad Gerstner Apr 29, 2024 Supported
43% “43%” Gerstner: 83% of CIOs plan to repatriate workloads on-prem Brad Gerstner Apr 29, 2024 Supported
1B “a billion” Gerstner: Wearable AI devices are one year away from capable on-device models Brad Gerstner Apr 29, 2024
500M “five hundred million” Gerstner: Wearable AI devices are one year away from capable on-device models Brad Gerstner Apr 29, 2024
22B “twenty two billion” Gerstner: Meta raised net income to $55B while cutting headcount to 69K Brad Gerstner Apr 29, 2024 Partly supported
55B “fifty five billion” Gerstner: Meta raised net income to $55B while cutting headcount to 69K Brad Gerstner Apr 29, 2024 Partly supported
5B “a four billion” Gerstner: Azure AI hits $4B run rate with 7% growth contribution Brad Gerstner Apr 29, 2024 Supported
7% “seven percent” Gerstner: Azure AI hits $4B run rate with 7% growth contribution Brad Gerstner Apr 29, 2024 Supported
$1B “a billion dollars” Gerstner: At least six billion-dollar M&A deals are actively being courted Brad Gerstner Apr 18, 2024
50% “50%” Gerstner: Median software IPO over past decade had $185M revenue, 50%+ growth Brad Gerstner Apr 18, 2024 Supported
5M “five million” Gurley: Baseline annual cost of being public is $2M to $5M Bill Gurley Apr 18, 2024 Supported
$40B “forty billion dollars” Gerstner: Instacart hit $40B privately before IPOing around $6B Brad Gerstner Apr 18, 2024 Partly supported
$6B “six billion dollars” Gerstner: Instacart hit $40B privately before IPOing around $6B Brad Gerstner Apr 18, 2024 Partly supported
1K “a thousand” Gerstner: Over 1,000 unicorns must still exit through the market system Brad Gerstner Apr 18, 2024 Supported
$1B “a billion dollars” Gerstner: Over 1,000 unicorns must still exit through the market system Brad Gerstner Apr 18, 2024 Supported
1B “a billion” Gerstner: Institutional LPs Cannot Easily Sell Multi-Billion ByteDance Stakes Brad Gerstner Apr 18, 2024
3B “a two billion” Gerstner: Institutional LPs Cannot Easily Sell Multi-Billion ByteDance Stakes Brad Gerstner Apr 18, 2024
1B “a billion” Gerstner: Tesla FSD surpassed 1B miles, adding 1B per month Brad Gerstner Apr 18, 2024 Partly supported
1B “a billion” Gurley: Aurora lost $2B two years ago and $1B last year Bill Gurley Apr 18, 2024 Supported
5% “five percent” Gurley: Around 5% of Uber's US Gross Revenue Goes to Insurance Bill Gurley Apr 18, 2024
7% “seven percent” Gerstner: Robotaxis Will Increase Rideshare Net Margins to 12-14% Brad Gerstner Apr 18, 2024
14% “14%” Gerstner: Robotaxis Will Increase Rideshare Net Margins to 12-14% Brad Gerstner Apr 18, 2024
5B “five billion” Gurley: Sam Altman's Energy Compute Framing Is Jobsian-Level Promotion Bill Gurley Apr 4, 2024
4% “four percent” Gerstner: US Data Center Power Consumption Projected to Reach 18% by 2030 Brad Gerstner Apr 4, 2024 Open
19% “19%” Gerstner: US Data Center Power Consumption Projected to Reach 18% by 2030 Brad Gerstner Apr 4, 2024 Open
3M “three million” Gerstner: Cheap Calcium CT Scans Are Blocked by Washington Lobbying Brad Gerstner Apr 4, 2024
6.1× “6.1 times” Gerstner: Public Software Trades at 6.1x Revenue, Below 10-Year Average Brad Gerstner Apr 4, 2024 Partly supported
6.9× “6.9 times” Gerstner: Public Software Trades at 6.1x Revenue, Below 10-Year Average Brad Gerstner Apr 4, 2024 Partly supported
10% “10%” Gurley: Startup option dilution drops from ~10% early on to ~3% near IPO Bill Gurley Mar 21, 2024
3% “three percent” Gurley: Startup option dilution drops from ~10% early on to ~3% near IPO Bill Gurley Mar 21, 2024
4% “four percent” Gurley: Black-Scholes values one RSU at roughly 2.5 to 3 options Bill Gurley Mar 21, 2024
1.2% “1.2%” Gurley: Black-Scholes values one RSU at roughly 2.5 to 3 options Bill Gurley Mar 21, 2024
20% “20%” Gurley: RSUs misalign management by preserving equity value during stock drops Bill Gurley Mar 21, 2024
80% “80%” Gurley: RSUs misalign management by preserving equity value during stock drops Bill Gurley Mar 21, 2024
2.8B “2.8 billion” Gurley: Microsoft's $11 billion annual SBC is only 0.35% dilution Bill Gurley Mar 21, 2024 Partly supported
11B “eleven billion” Gurley: Microsoft's $11 billion annual SBC is only 0.35% dilution Bill Gurley Mar 21, 2024 Partly supported
11.2B “11.2 billion” Gurley: Microsoft's $11 billion annual SBC is only 0.35% dilution Bill Gurley Mar 21, 2024 Partly supported
3T “three trillion” Gurley: Microsoft's $11 billion annual SBC is only 0.35% dilution Bill Gurley Mar 21, 2024 Partly supported
10% “10%” Gurley: Microsoft's $11 billion annual SBC is only 0.35% dilution Bill Gurley Mar 21, 2024 Partly supported
1% “one percent” Gurley: Microsoft's $11 billion annual SBC is only 0.35% dilution Bill Gurley Mar 21, 2024 Partly supported
20% “20%” Gerstner: Only 10 of 50 tech companies keep SBC under 20% FCF Brad Gerstner Mar 21, 2024
35% “35%” Mylod: Sinking 35% of free cash flow into SBC destroys company value Bob Mylod Mar 21, 2024
1% “one percent” Mylod: Sinking 35% of free cash flow into SBC destroys company value Bob Mylod Mar 21, 2024
2% “two percent” Mylod: Sinking 35% of free cash flow into SBC destroys company value Bob Mylod Mar 21, 2024
87% “87%” Gurley: Gary Steele cut Splunk's stock participation from 87% to 15% Bill Gurley Mar 21, 2024 Contradicted
1.5% “1.5%” Gurley: Netflix dilutes its share count by only 1.5% per year Bill Gurley Mar 21, 2024 Supported
22B “twenty two billion” Gerstner: Nvidia 2023 data center revenue beat initial consensus by over 4x Brad Gerstner Mar 7, 2024 Partly supported
96B “Ninety six billion” Gerstner: Nvidia 2023 data center revenue beat initial consensus by over 4x Brad Gerstner Mar 7, 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
99% “99%” Gerstner: 99% of vehicle data never gets sent back to Tesla Brad Gerstner Mar 7, 2024
1.5K “a half thousand” Gerstner: Tesla earns $2,500 per car with 7% FSD penetration Brad Gerstner Mar 7, 2024 Not publicly verifiable
7% “seven percent” Gerstner: Tesla earns $2,500 per car with 7% FSD penetration Brad Gerstner Mar 7, 2024 Not publicly verifiable
100B “a hundred billion” Gurley: Operating a robotaxi fleet service requires $100B in CapEx Bill Gurley Mar 7, 2024
$6B “six billion dollars” Gurley: Tesla pay package plaintiff lawyers are seeking $5B–$6B in fees Bill Gurley Mar 7, 2024 Supported
70% “70%” Gurley: Tesla's 2018 compensation package had 70% shareholder approval Bill Gurley Mar 7, 2024 Partly supported
40% “40%” Gerstner: Tech stock gains in early 2024 are concentrated in Meta and Nvidia Brad Gerstner Feb 22, 2024 Supported
4% “four percent” Gerstner: Tech stock gains in early 2024 are concentrated in Meta and Nvidia Brad Gerstner Feb 22, 2024 Supported
1% “one percent” Gerstner: Tech stock gains in early 2024 are concentrated in Meta and Nvidia Brad Gerstner Feb 22, 2024 Supported
4% “four percent” Gerstner: Google search query growth slowed to 4% per year Brad Gerstner Feb 22, 2024
13% “13%” Gerstner: Google search query growth slowed to 4% per year Brad Gerstner Feb 22, 2024
17% “17%” Gerstner: Google search query growth slowed to 4% per year Brad Gerstner Feb 22, 2024
10× “10 X” Gerstner: AI search query answers cost 10x more than 10 blue links Brad Gerstner Feb 22, 2024
50% “50%” Gerstner: Google search market share and gross margins will decline Brad Gerstner Feb 22, 2024
60% “60%” Gerstner: Google search market share and gross margins will decline Brad Gerstner Feb 22, 2024
99% “99%” Gerstner: Google search market share and gross margins will decline Brad Gerstner Feb 22, 2024
14% “14%” Gerstner: Google trades at the lowest P/E and growth rate among MANG peers Brad Gerstner Feb 22, 2024 Supported
12% “12%” Gerstner: Google trades at the lowest P/E and growth rate among MANG peers Brad Gerstner Feb 22, 2024 Supported
42% “42%” Gerstner: Google trades at the lowest P/E and growth rate among MANG peers Brad Gerstner Feb 22, 2024 Supported
11% “11%” Gerstner: Google trades at the lowest P/E and growth rate among MANG peers Brad Gerstner Feb 22, 2024 Supported
21× “21 times” Gerstner: Google trades at the lowest P/E and growth rate among MANG peers Brad Gerstner Feb 22, 2024 Supported
18× “18 times” Gerstner: Google trades at the lowest P/E and growth rate among MANG peers Brad Gerstner Feb 22, 2024 Supported
10B “ten billion” Gerstner: On-device AI models will unlock a huge Apple upgrade cycle Brad Gerstner Feb 22, 2024
55% “55%” Gerstner: Nvidia's $700 consensus price assumes market share drops to 26% Brad Gerstner Feb 22, 2024
26% “26%” Gerstner: Nvidia's $700 consensus price assumes market share drops to 26% Brad Gerstner Feb 22, 2024
70% “70%” Levie: Box serves 115,000 customers and 70% of the Fortune 500 Aaron Levie Feb 8, 2024 Supported
10× “10 times” Gurley: Silicon Valley has the "crudest, least intelligent" view of valuation Bill Gurley Feb 8, 2024
10% “10%” Levie: Applying identical multiples to 5% and 90% margin businesses is crazy Aaron Levie Feb 8, 2024
90% “90%” Levie: Applying identical multiples to 5% and 90% margin businesses is crazy Aaron Levie Feb 8, 2024
95% “95%” Levie: Applying identical multiples to 5% and 90% margin businesses is crazy Aaron Levie Feb 8, 2024
10× “10 X” Levie: Applying identical multiples to 5% and 90% margin businesses is crazy Aaron Levie Feb 8, 2024
100× “hundred X” Levie: Applying identical multiples to 5% and 90% margin businesses is crazy Aaron Levie Feb 8, 2024
60% “60%” Levie: Gross margins structurally dictate whether a company achieves software operating margins Aaron Levie Feb 8, 2024
“three times” Gerstner: Public markets value revenue growth at 3x free cash flow margin Brad Gerstner Feb 8, 2024 Supported
90% “90%” Levie: Software firms with 90% retention cannot reach high-margin cash flow Aaron Levie Feb 8, 2024
100M “a hundred million” Gurley: Software product-market fit typically plateaus around $100M to $200M ARR Bill Gurley Feb 8, 2024
200M “two hundred million” Gurley: Software product-market fit typically plateaus around $100M to $200M ARR Bill Gurley Feb 8, 2024
25% “25%” Gerstner: Meta video engagement grew 25% year-over-year driven by AI Brad Gerstner Feb 8, 2024 Supported
15B “fifteen billion” Gerstner: Big Three Cloud Providers Set Record $15B Net New ARR Brad Gerstner Feb 8, 2024 Supported
90% “90%” Levie: Zero enterprise CIOs are even 90% migrated to the cloud Aaron Levie Feb 8, 2024
99% “99%” Gerstner: Google faces an innovator's dilemma moving from search ads to answers Brad Gerstner Feb 8, 2024
110% “110%” Gerstner: Google faces an innovator's dilemma moving from search ads to answers Brad Gerstner Feb 8, 2024
100% “100%” Levie: Google's business model in AI could be as good or better Aaron Levie Feb 8, 2024
60% “60%” Gurley: Moving search from ads to transactions causes a 10x revenue reduction Bill Gurley Feb 8, 2024
5% “five percent” Gurley: Moving search from ads to transactions causes a 10x revenue reduction Bill Gurley Feb 8, 2024
10× “10 x” Gurley: Moving search from ads to transactions causes a 10x revenue reduction Bill Gurley Feb 8, 2024
99% “99%” Gerstner: Google will almost certainly not replicate its search monopoly in AI Brad Gerstner Feb 8, 2024
50% “50%” Levie: AI coding tools deliver a 30% to 50% programmer productivity boost Aaron Levie Feb 8, 2024
$25B “twenty five billion dollars” Gerstner: Microsoft, Amazon, Nvidia, and Google invested $25B in VC in 2023 Brad Gerstner Jan 25, 2024 Supported
36% “36%” Gerstner: Tech trades at 36% premium to 10-year average while software lags Brad Gerstner Jan 25, 2024 Supported
14% “14%” Gerstner: Microsoft, Nvidia, and Meta PEG ratios trade in line historically Brad Gerstner Jan 25, 2024 Supported
75% “75%” Gerstner: Twitter Platform and Product Pace Are as Vibrant as Ever Brad Gerstner Jan 25, 2024
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