The Numbers Museum

Every specific figure ever claimed on the show. 1,078 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
200× “200 X” AI-driven robotic expansion could drive 200x global GDP growth in 2030s Ryan Greenblatt Aug 27, 2026
“four X” Greenblatt: Annual AI progress in 2029 will be 4x to 5x faster than in 2025 Ryan Greenblatt Aug 27, 2026
“five X” Greenblatt: Annual AI progress in 2029 will be 4x to 5x faster than in 2025 Ryan Greenblatt Aug 27, 2026
90% “90%” Wolf: 90% of AI Fake News Is Made by Closed-Source Models Thomas Wolf Aug 6, 2026
3M “three million” Trojanowski: Over Three Million Accountants Work in the US Mitch Trojanowski Aug 5, 2026 Supported
99% “99%” Samsara-connected vehicles drive 99% of U.S. roads every single day Sanjit Biswas Jul 29, 2026
10% “10%” About 10% of Americans do not regularly wear their seatbelts Sanjit Biswas Jul 29, 2026 Supported
65% “65%” Home Depot achieved a 65% reduction in auto claims using Samsara Sanjit Biswas Jul 29, 2026 Supported
“three-X” Major US utility plans to triple 125-year grid capacity in five years Sanjit Biswas Jul 29, 2026
10× “10 X” Cerebras cloud achieves 10x inference speedup over fast GPUs on Gemma Sanjit Biswas Jul 29, 2026 Supported
50% “50%” Physical operations industries account for 40% to 50% of global GDP Sanjit Biswas Jul 29, 2026 Supported
$20B “twenty billion dollars” Feldman: Cerebras sales were 10x higher than Groq's at acquisition Andrew Feldman Jul 23, 2026 Contradicted
10× “10 times” Feldman: Cerebras sales were 10x higher than Groq's at acquisition Andrew Feldman Jul 23, 2026 Contradicted
$20B “twenty billion dollars” Feldman: Cerebras signed an OpenAI compute deal worth over $20 billion Andrew Feldman Jul 23, 2026
8M “eight million” Feldman: Cerebras burned $8M monthly for 18 months before building successful chips Andrew Feldman Jul 23, 2026
1.5K “a half thousand” Feldman: Cerebras moves weights to compute ~2,500x faster than standard GPUs Andrew Feldman Jul 23, 2026 Supported
70% “70%” Feldman: Nvidia CUDA lost 70% of frontier AI model training market share Andrew Feldman Jul 23, 2026
5M “five million” 5 million Americans now make a living running solo companies Emily Glassberg Sands Jul 9, 2026 Partly supported
1M “a million” 5 million Americans now make a living running solo companies Emily Glassberg Sands Jul 9, 2026 Partly supported
300M “three hundred million” Stripe's Link consumer wallet now has 300 million users Emily Glassberg Sands Jul 9, 2026 Partly supported
2% “two percent” Sands: Stripe sees roughly 2% of global GDP Emily Glassberg Sands Jul 9, 2026 Partly supported
40% “40%” Sands: Agent traffic to Stripe docs grew 10x, reaching 40% of total Emily Glassberg Sands Jul 9, 2026
10× “10 X” Sands: Agent traffic to Stripe docs grew 10x, reaching 40% of total Emily Glassberg Sands Jul 9, 2026
70% “70%” 70% of Stripe CLI API requests now come from AI agents Emily Glassberg Sands Jul 9, 2026
58% “58%” Sands: 58% of AI startup Lovable's payment volume flows through Stripe Link Emily Glassberg Sands Jul 9, 2026
40% “40%” Business registrations jump 40% in Netherlands and 80% in France Emily Glassberg Sands Jul 9, 2026 Partly supported
70% “70%” Business registrations jump 40% in Netherlands and 80% in France Emily Glassberg Sands Jul 9, 2026 Partly supported
80% “80%” Business registrations jump 40% in Netherlands and 80% in France Emily Glassberg Sands Jul 9, 2026 Partly supported
“five times” 2026 Stripe Atlas startups track 5x the revenue of 2025 cohort Emily Glassberg Sands Jul 9, 2026
10× “10 times” NVIDIA DLSS Is About 10 Times More Efficient Than Traditional Rendering Bryan Catanzaro Jul 2, 2026
31B “a thirty billion” NVIDIA details Nemotron 3 parameter specs from 3B to 55B active Bryan Catanzaro Jul 2, 2026 Supported
3B “three billion” NVIDIA details Nemotron 3 parameter specs from 3B to 55B active Bryan Catanzaro Jul 2, 2026 Supported
“four times” Catanzaro: Nemotron 3's Latent MoE quadruples experts for same inference cost Bryan Catanzaro Jul 2, 2026 Supported
1K “a thousand” Prince predicts bot traffic will be 1,000x human traffic within five years Matthew Prince Jun 25, 2026 Open
40× “40 times” Prince: One AI agent per worker requires 40x annual global CPU output Matthew Prince Jun 25, 2026
10× “10 times” Prince: AI will boost engineering and sales hiring while replacing corporate measurement roles Matthew Prince Jun 25, 2026
20% “20%” Cloudflare laid off over 20% of staff to cut middle management Matthew Prince Jun 25, 2026
$3M “three million dollars” Balaban: Gigawatt AI clusters require up to $45B for servers alone Stephen Balaban Jun 18, 2026 Supported
$3B “three billion dollars” Balaban: Gigawatt AI clusters require up to $45B for servers alone Stephen Balaban Jun 18, 2026 Supported
$15B “fifteen billion dollars” Balaban: Gigawatt AI clusters require up to $45B for servers alone Stephen Balaban Jun 18, 2026 Supported
$45B “forty-five billion dollars” Balaban: Gigawatt AI clusters require up to $45B for servers alone Stephen Balaban Jun 18, 2026 Supported
1B “a billion” Balaban: Lambda's cloud revenue run rate is just under $1B Stephen Balaban Jun 18, 2026
$1B “a billion dollars” Balaban: Lambda alumni startup Positron is valued over $1B Stephen Balaban Jun 18, 2026 Supported
$1B “a billion dollars” Balaban: AI agentic workflows without clear automated feedback are overhyped Stephen Balaban Jun 18, 2026
$1K “a thousand dollars” Levie: A single coding agent task can consume $1,000 in compute Aaron Levie May 28, 2026
7% “seven percent” Levie: Corporate IT spending is constrained to 3% to 7% of revenue Aaron Levie May 28, 2026
7% “seven percent” Levie: Enterprise AI spend will shift from IT to line-of-business budgets Aaron Levie May 28, 2026
6B “a five billion” Levie: A $5B startup will be built around AI compute ERP Aaron Levie May 28, 2026
100× “hundred times” Levie: Headless AI queries will be 100x larger than interface work Aaron Levie May 28, 2026
“two X” Dubois: GPT-5.5 performs most tasks roughly two times faster Yann Dubois May 21, 2026
“two times” Dubois: Test-time compute scaling exhibits logarithmic, diminishing returns Yann Dubois May 21, 2026
1M “one million” Dubois: Models like Kimi and DeepSeek use ~1M RL data points Yann Dubois May 21, 2026 Partly supported
5M “five million” Burazin: Client requested 5 million concurrent AI agent sandboxes Ivan Borzin May 14, 2026
0.5% “half percent” Burazin: Sandboxes running over 24 hours represent 2.5% of volume, 20% of revenue Ivan Borzin May 14, 2026
10% “10%” Evans: 10% of population uses LLMs daily, 50% monthly Benedict Evans Mar 19, 2026
50% “50%” Evans: 10% of population uses LLMs daily, 50% monthly Benedict Evans Mar 19, 2026
900M “nine hundred million” Evans: OpenAI has 900M weekly active users, but only 5% pay Benedict Evans Mar 19, 2026 Partly supported
5% “five percent” Evans: OpenAI has 900M weekly active users, but only 5% pay Benedict Evans Mar 19, 2026 Partly supported
1K “a thousand” Evans: Submitting 1,000 prompts placed ChatGPT users in top 20% Benedict Evans Mar 19, 2026 Supported
20% “20%” Evans: Submitting 1,000 prompts placed ChatGPT users in top 20% Benedict Evans Mar 19, 2026 Supported
$70B “seventy billion dollars” Evans: Nvidia hit over $70B in trailing 12-month free cash flow Benedict Evans Mar 19, 2026 Supported
100% “hundred percent” AxiomProver is the first AI to solve research conjectures end-to-end Corinna Hong Feb 26, 2026
100× “hundred times” Axiom's proof verifier is 100 times faster than open-source alternatives Corinna Hong Feb 26, 2026 Open
7M “seven million” Zeghidour: Kyutai trained its Moshi model on 7 million hours of speech Neil Zeghidour Feb 19, 2026
10× “10 X” Patel: AI workload scale enables 10x performance gains from specialized chips Dylan Patel Feb 5, 2026
$60M “sixty million dollars” Patel: SemiAnalysis runs InferenceMax benchmark on $60M of donated GPUs Dylan Patel Feb 5, 2026
1% “one percent” Patel: New AI chip startups like Etched have under 1% success chance Dylan Patel Feb 5, 2026
2B “two billion” Patel: Nvidia is backstopping CoreWeave's land and power capital needs Dylan Patel Feb 5, 2026 Supported
100B “a hundred billion” Patel: AI software industry could hit $100 billion ARR this year Dylan Patel Feb 5, 2026 Open
1B “a billion” Patel: ChatGPT has roughly one billion users Dylan Patel Feb 5, 2026 Partly supported
500B “five hundred billion” Patel: Cumulative semiconductor CapEx in Taiwan exceeds $500 billion Dylan Patel Feb 5, 2026 Supported
$500B “five hundred billion dollars” Patel: Hyperscaler capex will reach roughly $500 billion this year Dylan Patel Feb 5, 2026 Open
2% “two percent” Patel: Two percent of global GitHub commits are generated by Claude Code Dylan Patel Feb 5, 2026
$2T “Two trillion dollars” Patel: Annual global software wages total two trillion dollars Dylan Patel Feb 5, 2026
2% “two percent” Patel: Data center power consumption will grow from 2% to 10% of US grid Dylan Patel Feb 5, 2026 Open
10% “10%” Patel: Data center power consumption will grow from 2% to 10% of US grid Dylan Patel Feb 5, 2026 Open
10% “10%” Patel: Data centers will use under 1% of US water by 2030 Dylan Patel Feb 5, 2026 Open
1% “one percent” Patel: Data centers will use under 1% of US water by 2030 Dylan Patel Feb 5, 2026 Open
15% “15%” 50 RLVR steps boosted Qwen 3 MATH-500 score from 15% to 50% Sebastian Raschka Jan 29, 2026 Partly supported
5% “five percent” 50 RLVR steps boosted Qwen 3 MATH-500 score from 15% to 50% Sebastian Raschka Jan 29, 2026 Partly supported
50% “50%” 50 RLVR steps boosted Qwen 3 MATH-500 score from 15% to 50% Sebastian Raschka Jan 29, 2026 Partly supported
6M “a five million” DeepSeek-R1 cost roughly $300,000 to train, 10x cheaper than DeepSeek-V3 Sebastian Raschka Jan 29, 2026 Supported
95% “95%” AI evaluation will shift from single-shot answers to multi-step agentic execution Sebastian Raschka Jan 29, 2026
97% “97%” AI evaluation will shift from single-shot answers to multi-step agentic execution Sebastian Raschka Jan 29, 2026
“two times” GPT OSS benchmarks demonstrate 1.2x capability jump when tool calling is enabled Sebastian Raschka Jan 29, 2026 Supported
20% “20%” Dan Fu: DeepSeek-V3 was trained on ~2,000 H800s with 20% MFU Dan Fu Jan 22, 2026 Partly supported
5T “five trillion” Fu predicts increasing hardware diversity, particularly for AI model inference Dan Fu Jan 22, 2026
10× “10 times” Fu: AI coding tools enable expert programmers to move 10x faster Dan Fu Jan 22, 2026
100× “hundred times” Ai2 to release open-source coding agent with 100x cheaper training Tim Dettmers Jan 22, 2026
5% “five percent” Fu: Hardware utilization during AI inference is under 5% Dan Fu Jan 22, 2026
“two X” Dan Fu: Proper speculative decoding yields 2x to 3x model speedups Dan Fu Jan 22, 2026
“three X” Dan Fu: Proper speculative decoding yields 2x to 3x model speedups Dan Fu Jan 22, 2026
10T “10 trillion” Ai2 samples 6T tokens from 10T pool for OLMo 3 Luca Soldaini Nov 20, 2025
6T “six trillion” Ai2 samples 6T tokens from 10T pool for OLMo 3 Luca Soldaini Nov 20, 2025
95% “95%” Soldaini: 95% of web pages are under 3,000 tokens Luca Soldaini Nov 20, 2025
80% “80%” Lambert: 80% of a16z's open-model portfolio startups use Alibaba's Qwen Nathan Lambert Nov 20, 2025 Partly supported
24% “24%” Lambert: 80% of a16z's open-model portfolio startups use Alibaba's Qwen Nathan Lambert Nov 20, 2025 Partly supported
2M “two million” Ai2 received an initial grant of two million GPU hours from AMD Luca Soldaini Nov 20, 2025 Open
10× “10 times” Lambert: Scaling AI 10x alters post-training, not pre-training methods Nathan Lambert Nov 20, 2025
98% “98%” Lambert: Big tech will realize 95-98% of LLM potential by 2030 Nathan Lambert Nov 20, 2025
80% “80%” Kant: AI foundation model gross margins will settle near 40% Eiso Kant Nov 6, 2025
40% “40%” Kant: AI foundation model gross margins will settle near 40% Eiso Kant Nov 6, 2025
$1.5B “half a billion dollars” Kant: A 250MW AI data center costs roughly $8 billion to build Eiso Kant Nov 6, 2025
$2B “two billion dollars” Kant: A 250MW AI data center costs roughly $8 billion to build Eiso Kant Nov 6, 2025
9B “an eight billion” Kant: A 250MW AI data center costs roughly $8 billion to build Eiso Kant Nov 6, 2025
40% “40%” Kant: Full-stack AI infrastructure ownership cuts token costs 20-40% Eiso Kant Nov 6, 2025
“three times” Kant: Poolside first compute online late 2025, 250MW by Q1 2027 Eiso Kant Nov 6, 2025 Didn’t hold up
1M “a million” Poolside scales its RL environment repository to over 1M codebases Eiso Kant Nov 6, 2025
30M “thirty million” Poolside scales its RL environment repository to over 1M codebases Eiso Kant Nov 6, 2025
70% “70%” Kant: Expert RL will lift enterprise agent quality to 90% in years Eiso Kant Nov 6, 2025
100% “hundred percent” Kant: Expert RL will lift enterprise agent quality to 90% in years Eiso Kant Nov 6, 2025
95% “95%” Kant: 95% of Poolside's researchers sit outside Silicon Valley Eiso Kant Nov 6, 2025
50% “50%” Corporate AI subscription retention rose from 50% to 80% since 2022 Nathan Benaich Oct 30, 2025 Supported
80% “80%” Corporate AI subscription retention rose from 50% to 80% since 2022 Nathan Benaich Oct 30, 2025 Supported
$1.5M “half a million dollars” Average corporate AI spend hits $500,000 and will reach $1M Nathan Benaich Oct 30, 2025 Held up
$1M “a million dollars” Average corporate AI spend hits $500,000 and will reach $1M Nathan Benaich Oct 30, 2025 Held up
95% “95%” 76% of surveyed AI practitioners pay for tools out of pocket Nathan Benaich Oct 30, 2025 Supported
76% “76%” 76% of surveyed AI practitioners pay for tools out of pocket Nathan Benaich Oct 30, 2025 Supported
10% “10%” 76% of surveyed AI practitioners pay for tools out of pocket Nathan Benaich Oct 30, 2025 Supported
70% “70%” 76% of surveyed AI practitioners pay for tools out of pocket Nathan Benaich Oct 30, 2025 Supported
30% “30%” Vertical AI application products generate gross margins around 30% Nathan Benaich Oct 30, 2025
90% “90%” Top AI serving companies achieve 70% to 90% gross margins Nathan Benaich Oct 30, 2025
$50B “fifty billion dollars” A 1GW AI data center requires $50B CapEx and $8B-$11B annually Nathan Benaich Oct 30, 2025
$11B “eleven billion dollars” A 1GW AI data center requires $50B CapEx and $8B-$11B annually Nathan Benaich Oct 30, 2025
90% “90%” NVIDIA chips power 90% of open-source AI research papers Nathan Benaich Oct 30, 2025 Supported
12× “12 X” NVIDIA stock outperformed private AI chip startup investments 12x to 2x Nathan Benaich Oct 30, 2025 Supported
“two X” NVIDIA stock outperformed private AI chip startup investments 12x to 2x Nathan Benaich Oct 30, 2025 Supported
$20B “twenty billion dollars” NVIDIA's sovereign AI business generates around $20 billion in revenue Nathan Benaich Oct 30, 2025 Supported
50% “50%” 50% of Hugging Face model derivatives are now based on Qwen Nathan Benaich Oct 30, 2025 Partly supported
$34M “thirty four million dollars” Independent AI safety organizations spend an average of $134 million annually Nathan Benaich Oct 30, 2025
1.5B “a half billion” Anthropic agreed to a $1.5 billion training data copyright settlement Nathan Benaich Oct 30, 2025 Supported
$100M “hundred million dollars” Douglas: Google LLM inference stack saved hundreds of millions in months Sholto Douglas Oct 2, 2025
10% “10%” Douglas: Even AI pioneer Noam Shazeer only sees 10% of ideas work Sholto Douglas Oct 2, 2025
1K “a thousand” Douglas: DeepMind has 1,000 on Gemini and 10,000 on foundational research Sholto Douglas Oct 2, 2025
20% “20%” Douglas: The entire AI industry scored under 20% on SWE-bench last year Sholto Douglas Oct 2, 2025 Partly supported
1K “a thousand” Crespo: Pigment becomes useful for companies at around 1,000 employees Eleonore Crespo Sep 11, 2025
60% “60%” Crespo: The US accounts for 60% of Pigment's revenue Eleonore Crespo Sep 11, 2025
25M “twenty-five million” Deloitte partners carry a $25 million annual quota, says Crespo Eleonore Crespo Sep 11, 2025
2M “two million” Deloitte partners carry a $25 million annual quota, says Crespo Eleonore Crespo Sep 11, 2025
100B “a hundred billion” Crespo: Pigment aims to build a $100B+ to $200B+ business Eleonore Crespo Sep 11, 2025
200B “two hundred billion” Crespo: Pigment aims to build a $100B+ to $200B+ business Eleonore Crespo Sep 11, 2025
70% “70%” Valenzuela: AI research lab gross margins currently range from 40% to 70% Cris Valenzuela Sep 4, 2025
90% “90%” Valenzuela: Full-stack AI companies will eventually reach 80% to 90% SaaS margins Cris Valenzuela Sep 4, 2025
50% “50%” Granola cut 50 percent of its product features prior to launch Chris Pedregal Aug 21, 2025
400M “four hundred million” Turck: The Information reports Claude Code hit $400M ARR in six months Matt Turck Aug 7, 2025 Supported
70% “70%” Misha Laskin: Engineers spend 70% of their time searching information, not coding Misha Laskin Jul 17, 2025 Partly supported
100× “hundred X” Laskin: Focused AI startups can operate with 10x less capital than frontier labs Misha Laskin Jul 17, 2025
10× “10 X” Laskin: Focused AI startups can operate with 10x less capital than frontier labs Misha Laskin Jul 17, 2025
$1.4T “1.4 trillion dollars” Stripe processed $1.4 trillion in 2024, representing 1.3% of global GDP Emily Glassberg Sands Jul 10, 2025 Supported
1.3% “1.3%” Stripe processed $1.4 trillion in 2024, representing 1.3% of global GDP Emily Glassberg Sands Jul 10, 2025 Supported
38% “38%” Stripe processed $1.4 trillion in 2024, representing 1.3% of global GDP Emily Glassberg Sands Jul 10, 2025 Supported
“seven times” Businesses using Stripe grew seven times faster than the S&P 500 Emily Glassberg Sands Jul 10, 2025
59% “59%” Stripe's AI foundation model increased card testing fraud detection to 97% Emily Glassberg Sands Jul 10, 2025
97% “97%” Stripe's AI foundation model increased card testing fraud detection to 97% Emily Glassberg Sands Jul 10, 2025
$55B “fifty five billion dollars” Merchants lose approximately $55 billion annually to chargebacks Emily Glassberg Sands Jul 10, 2025 Supported
13% “13%” Vimeo and Squarespace recover 13% more disputed revenue using Stripe AI Emily Glassberg Sands Jul 10, 2025
5% “five percent” Turo recaptured over $100 million annually by adopting Stripe Checkout Emily Glassberg Sands Jul 10, 2025
12% “12%” Displaying non-card payment options increases merchant revenue by roughly 12% Emily Glassberg Sands Jul 10, 2025
7% “seven percent” Displaying non-card payment options increases merchant revenue by roughly 12% Emily Glassberg Sands Jul 10, 2025
65% “65%” Decagon's first Stripe MCP integration customer saw support costs drop 65% Emily Glassberg Sands Jul 10, 2025
78% “78%” 78% of the Forbes AI 50 list use Stripe for payments Emily Glassberg Sands Jul 10, 2025
100% “100%” 78% of the Forbes AI 50 list use Stripe for payments Emily Glassberg Sands Jul 10, 2025
30M “thirty million” AI startups reach $30M ARR three times faster than fast-growing SaaS startups Emily Glassberg Sands Jul 10, 2025
“three X” AI startups reach $30M ARR three times faster than fast-growing SaaS startups Emily Glassberg Sands Jul 10, 2025
50M “fifty million” Stockholm-based AI startup Lovable reached $50 million ARR in six months Emily Glassberg Sands Jul 10, 2025 Supported
300M “three hundred million” AI coding assistant Cursor passed $300 million ARR two years after launch Emily Glassberg Sands Jul 10, 2025 Supported
56% “56%” The median top AI startup generates 56% of revenue internationally Emily Glassberg Sands Jul 10, 2025
50M “fifty million” AI photo editor PhotoRoom reached $50 million ARR in three years Emily Glassberg Sands Jul 10, 2025 Supported
“seven x” Walsher: Global software developer population grew 7x since 2006 David Walsher Jul 3, 2025 Contradicted
$500M “five hundred million dollars” Walsher: Cursor announced reaching $500M in ARR David Walsher Jul 3, 2025
$60M “sixty million dollars” Walsher: Lovable reached $60M ARR in two quarters David Walsher Jul 3, 2025
$400M “Four hundred million dollars” Walsher: GitHub Copilot reached $400M ARR and 15M developers David Walsher Jul 3, 2025
15M “fifteen million” Walsher: GitHub Copilot reached $400M ARR and 15M developers David Walsher Jul 3, 2025
$100M “a hundred million dollars” Walsher: Windsurf recently reached $100M in ARR David Walsher Jul 3, 2025
$100M “a hundred million dollars” Walsher: Replit grew ARR from $10M to $100M in six months David Walsher Jul 3, 2025
50% “50%” FirstMark survey: 82% of developers use AI to write code David Walsher Jul 3, 2025
12% “12%” FirstMark survey: 82% of developers use AI to write code David Walsher Jul 3, 2025
17% “17%” FirstMark survey: 82% of developers use AI to write code David Walsher Jul 3, 2025
82% “82%” FirstMark survey: 82% of developers use AI to write code David Walsher Jul 3, 2025
10× “10 X” Turck: AI-native startups hold more buyer credibility than larger incumbents Matt Turck Jul 3, 2025
100× “hundred X” Turck: AI-native startups hold more buyer credibility than larger incumbents Matt Turck Jul 3, 2025
80B “eighty billion” Walsher: Tech buyers value Cursor's opinion over $80B legacy software incumbents David Walsher Jul 3, 2025
100M “a hundred million” Rauch: Vercel's v0 has generated over 100 million applications Guillermo Rauch Jun 26, 2025
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
1T “a trillion” Rauch: Vercel's fluid compute platform reached 1 trillion function invocations Guillermo Rauch Jun 26, 2025 Supported
100× “hundred times” Rauch: MCP will replace human business development with agent-to-agent meetings Guillermo Rauch Jun 26, 2025
100× “hundred X” Rauch: Vercel v0 traction improved 100x following interface redesign Guillermo Rauch Jun 26, 2025
100M “a hundred million” Canva Code went from concept to production in just three months Brendan Humphreys Jun 20, 2025
30% “30%” Canva engineers using AI coding tools merge 30% more pull requests Brendan Humphreys Jun 20, 2025
$200M “two hundred million dollars” Canva established a $200 million fund to compensate AI training contributors Brendan Humphreys Jun 20, 2025 Supported
1B “a billion” Dohmke: Visual Studio was a billion-dollar business in 2018 Thomas Dohmke Jun 12, 2025 Not publicly verifiable
2B “two billion” Dohmke: GitHub passed $2 billion in ARR in July 2024 Thomas Dohmke Jun 12, 2025 Supported
200M “two hundred million” Dohmke: GitHub grew from $200M ARR in 2017 to $2B in 2024 Thomas Dohmke Jun 12, 2025
10× “10 X” Dohmke: GitHub grew from $200M ARR in 2017 to $2B in 2024 Thomas Dohmke Jun 12, 2025
90% “90%” Dohmke: OpenAI's Codex solved over 90% of GitHub interview coding exercises Thomas Dohmke Jun 12, 2025
90% “90%” Dohmke: AI coding agents require 90% benchmark accuracy for broad adoption Thomas Dohmke Jun 12, 2025
70% “70%” Dohmke: Multilingual AI coding benchmarks hover around 20% to 30% success rate Thomas Dohmke Jun 12, 2025 Supported
30% “30%” Dohmke: Multilingual AI coding benchmarks hover around 20% to 30% success rate Thomas Dohmke Jun 12, 2025 Supported
5B “five billion” Hebbia is on track to process five billion document pages in 2025 George Sivulka May 29, 2025
50% “50%” Hebbia is deployed at 40% to 50% of top asset managers George Sivulka May 29, 2025
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