The Numbers Museum

Every specific figure ever claimed on the show. 100 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$9.2T “9.2 trillion dollars” Jacobs: Even the US lacks human capacity to deploy needed climate capital Scott Jacobs Jul 14, 2022
$7T “seven trillion dollars” Bordoff: 2040 mineral revenue will pale in comparison to oil and gas Jason Bordoff Apr 11, 2024 Supported
$5T “five trillion dollars” House: Light-duty EV transition requires $5 trillion in new copper discoveries Kurt House Apr 21, 2022
$5T “five trillion dollars” Pierpoint: Global insurance sector is worth $5 trillion Lara Pierpoint Feb 17, 2022 Supported
$3T “three trillion dollars” Bullard: Europe holds 84% of global sustainable assets under management Nat Bullard Feb 15, 2024 Supported
$2T “two trillion dollars” Matthew: Europe holds 80% of $2T global ESG fund AUM Shanu Matthew Mar 14, 2024 Supported
$1.5T “half a trillion dollars” Matthew: AI capital expenditures have reached half a trillion dollars a year Shanu Matthew Dec 4, 2025 Supported
$1T “a trillion dollars” Fury: Voluntary carbon market transacted $2B compared to $850B compliance markets Alistair Frew (Alistair Fury) Jun 8, 2023 Supported
$1T “a trillion dollars” Yergin: European wholesale power costs will exceed $1 trillion in 2022 Dr. Daniel Yergin Sep 22, 2022 Supported
$1T “a trillion dollars” Ransohoff: A $1 Trillion Voluntary Carbon Removal Market Is Highly Unlikely Nan Ransohoff Nov 18, 2021
$400B “four hundred billion dollars” Yeh: The DOE Loan Programs Office holds $400 billion post-IRA David Yeh Dec 21, 2023 Supported
$200B “two hundred billion dollars” Jenkins: IRA Will Drive $200B+ Investment Into Energy Communities by 2030 Jesse Jenkins Aug 5, 2022 Open
$100B “hundred billion dollars” Jenkins: IRA Will Drive $200B+ Investment Into Energy Communities by 2030 Jesse Jenkins Aug 5, 2022 Open
$70B “seventy billion dollars” Bullard: US EV value chain announcements reached $70B in 2022 Nat Bullard Mar 2, 2023 Supported
$60B “sixty billion dollars” Friedmann: Global ammonia market is 180 million tons and $60 billion annually Julio Friedmann Jan 5, 2023 Supported
$60B “sixty billion dollars” Bullard: Global carbon markets reached $850B in 2021, dominated by EU ETS Nat Bullard Mar 24, 2022 Supported
$55B “fifty five billion dollars” Bullard: North American compliance carbon markets reached $55B in 2021 Nat Bullard Mar 24, 2022 Supported
$50B “fifty billion dollars” Eliahu-Ontiveros: Google deployed $50B in balance sheet backstops for Anthropic Jeremy Eliahu-Ontiveros Jul 9, 2026 Supported
$50B “fifty billion dollars” Shafer: US Nuclear Waste Fund holds roughly $50 billion in unspent fees Dr. Jen Shafer (Jen Schaefer) Mar 26, 2026 Supported
$50B “fifty billion dollars” Grunwald: Cultivated meat industry has raised only $3B in cumulative investment Mike Grunwald Jan 23, 2025 Supported
$50B “fifty billion dollars” Yergin: European wholesale power costs will exceed $1 trillion in 2022 Dr. Daniel Yergin Sep 22, 2022 Supported
$50B “fifty billion dollars” Bullard: Global carbon markets reached $850B in 2021, dominated by EU ETS Nat Bullard Mar 24, 2022 Supported
$40B “forty billion dollars” Wang: Global diesel generator and fuel market is $30B to $40B annually Richard Wang Aug 27, 2026 Partly supported
$40B “forty billion dollars” Bullard: US energy storage investment now surpasses wind investment Nat Bullard Feb 6, 2025 Supported
$40B “forty billion dollars” Kann: DOE Loan Programs Office has $40B capacity, backed Monolith with $1B+ Shayle Kann Jan 10, 2022 Supported
$39B “thirty-nine billion dollars” Houser: $39B is the floor for clean tech manufacturing investment over next 12 months Trevor Houser Oct 12, 2023 Held up
$35B “thirty-five billion dollars” Google's 2026 CapEx is 5-7x the entire US transmission spend Shayle Kann Apr 23, 2026 Supported
$32B “Thirty-two billion dollars” Zou: Climate tech venture funding fell 30% to $32B in 2023 Kim Zou Jan 11, 2024 Supported
$27B “twenty-seven billion dollars” Lee: Securitizing local GGRF loans on Wall Street can unlock hundreds of billions Amanda Lee Aug 13, 2024
$26B “twenty six billion dollars” Bullard: North American compliance carbon markets reached $55B in 2021 Nat Bullard Mar 24, 2022 Supported
$20B “Twenty billion dollars” Yedvab: Halting global warming would cost $20 billion annually using Stardust Yanai Yedvab Jul 1, 2026
$20B “twenty billion dollars” Garaman: Rare earths are a $20B market that unlocks trillions downstream Ahmad Ghahreman Apr 25, 2024 Supported
$20B “twenty billion dollars” Bullard: U.S. sustainable funds saw five consecutive quarters of outflows Nat Bullard Feb 15, 2024 Supported
$15B “fifteen billion dollars” Shah: DOE LPO has $15B in proposed sustainable aviation fuel applications Jigar Shah Apr 28, 2022 Not publicly verifiable
$12B “twelve billion dollars” First Movers Coalition secured $12 billion in 2030 clean technology commitments Varun Sivaram Dec 15, 2022 Partly supported
$10B “ten billion dollars” Yedvab: 0.5 degrees of cooling costs $10 billion using Stardust particles Yanai Yedvab Jul 1, 2026
$9B “nine billion dollars” Kimber: Intersect Power is project financing about $9B of capex Sheldon Kimber Feb 13, 2025
$8B “eight billion dollars” Bullard: US energy startup investment dropped from over $8B in 2022 to $2B in 2025 Nat Bullard Jan 22, 2026 Supported
$7B “seven billion dollars” Indiana Anti-ESG Bill Could Cost State Pension Fund $7 Billion Stephen Lacey Mar 8, 2023 Partly supported
$6B “six billion dollars” Mature SMR capital costs will reach $10,000 per kilowatt Chris Colbert May 9, 2025
$5B “five billion dollars” Cantor: Only 4% of the $5B federal NEVI EV charging funds have been awarded Corey Cantor Feb 1, 2024 Supported
$4.9B “4.9 billion dollars” MacDonald: PG&E increased wildfire budget by $4.9B from 2021 to 2023 Katie MacDonald Sep 5, 2024 Contradicted
$4.1B “4.1 billion dollars” Kann: BP Acquired Archaea Energy for $4.1B at Double Its Debut Price Shayle Kann Mar 23, 2023 Supported
$3.7B “3.7 billion dollars” Spector: Redwood Materials raised $700M at a $3.7B valuation Julian Spector Jul 7, 2022 Supported
$3B “three billion dollars” Grunwald: Cultivated meat industry has raised only $3B in cumulative investment Mike Grunwald Jan 23, 2025 Supported
$2.1B “2.1 billion dollars” Bullard: Voluntary carbon credit issuance has dropped by half since 2021 Nat Bullard Jan 30, 2025 Supported
$2B “two billion dollars” Tillis claims Biden's Keystone XL cancellation destroyed two billion dollars of capital Tom Tillis Aug 11, 2026 Supported
$2B “two billion dollars” Smit: Ocean Minerals project will yield ~$500M annual free cash flow Hans Smit May 22, 2025 Open
$1.5B “a half billion dollars” Schneider: The infrastructure bill allocated ~$2.5B for hydropower upgrades and development Gia Schneider Apr 20, 2023 Contradicted
$1.5B “a half billion dollars” Pierpoint: Hurricane Andrew caused $15.5B in damage and bankrupted 16 insurers Lara Pierpoint Feb 17, 2022 Supported
$1.4B “1.4 billion dollars” Kann: Cleantech 1.0 deep tech Series A returned $153M on $1.4B Shayle Kann Nov 11, 2021 Supported
$1B “a billion dollars” Kann: Base Power raised $1B Series C at $4B valuation Shayle Kann Oct 9, 2025 Supported
$1B “a billion dollars” Fernandez: Infrastructure investors in FOAK assets play for follow-on platform scale Mario Fernandez Jan 16, 2025
$1B “a billion dollars” Matthew: SolarEdge quarterly revenue plummeted from nearly $1B to $300M Shanu Matthew Mar 14, 2024 Supported
$1B “a billion dollars” Kim Zou: Oxy's $1B Carbon Engineering buyout is the first DAC unicorn Kim Zou Jan 11, 2024 Supported
$1B “one billion dollars” Kugelmass: No entity has completed NRC licensing for under $1 billion Brett Kugelmass Feb 16, 2023 Supported
$1B “one billion dollars” NRC added 1,200 pages of new regulations despite congressional streamlining mandate Brett Kugelmass Feb 16, 2023 Supported
$1B “a billion dollars” Beard: $1 billion could launch every active geothermal startup into field testing Jamie Beard Sep 9, 2022
$800M “eight hundred million dollars” Google and TPG inject $800M into Intersect Power for co-located generation Shayle Kann Feb 13, 2025 Supported
$700M “seven hundred million dollars” Leading scientific supercomputers cost up to $700M plus $300M in power Bob Sorenson Jul 16, 2026 Supported
$700M “seven hundred million dollars” Grabow: U.S. LNG Tankers Cost $700M to Build Versus Under $200M in South Korea Colin Grabow Apr 18, 2024 Supported
$700M “seven hundred million dollars” Spector: Redwood Materials raised $700M at a $3.7B valuation Julian Spector Jul 7, 2022 Supported
$500M “five hundred million dollars” Bayes: Projects with $500M+ tax credit tranches grew from two to dozens Katie Bayes Apr 6, 2026 Not publicly verifiable
$500M “five hundred million dollars” Smit: Ocean Minerals project will yield ~$500M annual free cash flow Hans Smit May 22, 2025 Open
$500M “five hundred million dollars” Friedmann: Moving 1M tons of ammonia in Galveston requires $500M in storage Julio Friedmann Jan 5, 2023 Supported
$500M “five hundred million dollars” Spector: Li-Cycle raised over $500M in SPAC plus subsequent strategic capital Julian Spector Jul 7, 2022 Supported
$500M “five hundred million dollars” Kann: General Fusion, Helion, and Commonwealth Fusion raise massive private funding rounds Shayle Kann Dec 23, 2021 Supported
$400M “four hundred million dollars” Moss Landing battery fire caused $400M in insurance losses Jamie Daggett Oct 15, 2025 Partly supported
$300M “three hundred million dollars” Leading scientific supercomputers cost up to $700M plus $300M in power Bob Sorenson Jul 16, 2026 Supported
$300M “three hundred million dollars” Black: New Mexico SIC created $300M+ advanced energy fund with Lowercarbon Rob Black Nov 18, 2025 Partly supported
$300M “three hundred million dollars” Matthew: SolarEdge quarterly revenue plummeted from nearly $1B to $300M Shanu Matthew Mar 14, 2024 Supported
$200M “two hundred million dollars” Garaman: DoD awarded Lynas over $200M for Texas rare earth refining capacity Ahmad Ghahreman Apr 25, 2024 Supported
$153M “one hundred fifty three million dollars” Kann: Cleantech 1.0 deep tech Series A returned $153M on $1.4B Shayle Kann Nov 11, 2021 Supported
$130M “one hundred thirty million dollars” Kann: General Fusion, Helion, and Commonwealth Fusion raise massive private funding rounds Shayle Kann Dec 23, 2021 Supported
$100M “a hundred million dollars” Bayes: Tax credit purchases reduce corporate effective tax rates by roughly 3% Katie Bayes Apr 6, 2026
$100M “hundred million dollars” Fernandez: Infrastructure investors in FOAK assets play for follow-on platform scale Mario Fernandez Jan 16, 2025
$100M “a hundred million dollars” Scheyder: ExxonMobil has invested over $100M in Smackover lithium extraction Ernest Scheyder Jan 2, 2025 Supported
$100M “a hundred million dollars” Garaman: DoD awarded Vacuumschmelze $100M for a South Carolina magnet manufacturing facility Ahmad Ghahreman Apr 25, 2024 Partly supported
$100M “hundred million dollars” Mills: Building a new transformer plant costs $100M and takes 1-2 years Tim Mills Feb 22, 2024 Supported
$100M “a hundred million dollars” Johnson: Traditional tax equity was only economically viable above $50M to $100M Alfred Johnson Feb 20, 2024 Supported
$87M “eighty-seven million dollars” Ellis: Sublime Systems received $87M DOE OSED demonstration grant Leah Ellis Oct 17, 2024
$60M “sixty million dollars” NextEra plans 100-mile Mid-Atlantic transmission line across PJM Maeve Allsup Jun 25, 2026 Supported
$50M “Fifty million dollars” Datar: Lack of shared facilities in cultivated meat causes redundant capital waste Isha Datar Feb 27, 2025
$50M “fifty million dollars” Beard: 20 geothermal startups are stranded needing $30M–$50M for demonstration projects Jamie Beard Sep 9, 2022
$35M “thirty-five million dollars” Shah: Full VPP software integration costs roughly $35 million per utility Jigar Shah May 23, 2024 Open
$20M “twenty million dollars” Frader-Thompson: Spending $20M on software before launching a VPP is backwards Seth Frader-Thompson Mar 10, 2026
$12M “twelve million dollars” Bayes: Tax credit purchases reduce corporate effective tax rates by roughly 3% Katie Bayes Apr 6, 2026
$5.5M “5.5 million dollars” Bullard: DeepSeek was funded with $5.5M from a Chinese hedge fund Nat Bullard Feb 6, 2025 Partly supported
$5M “five million dollars” Johnson: A $10M stimulated hydrogen well needs $5M annual output Pete Johnson Aug 23, 2024
$2M “two million dollars” Shah: LPO due diligence costs climate tech borrowers up to $2M Jigar Shah Jan 10, 2022 Supported
$1M “a million dollars” Bullard: Sub-$1M transferable tax credits trade at 84–86 cents per dollar Nat Bullard Feb 8, 2024 Supported
$250K “quarter million dollars” Wong: Transmission interconnection studies take 6-9 months and cost $250K Josh Wong Aug 20, 2026 Supported
$1K “a thousand dollars” Wang: Diesel generator hardware costs $500 to $800 per kilowatt Richard Wang Aug 27, 2026 Supported
$1K “a thousand dollars” Siegel: The cost to build combined-cycle gas plants doubled or tripled Paul Siegel Feb 12, 2026 Supported
$1K “a thousand dollars” Siegel: Forward power prices topped $1,000/MWh ahead of recent storm Paul Siegel Feb 12, 2026 Supported
$1K “a thousand dollars” Garabedian: Electric Hydrogen prices European plants just over $1,000/kW installed Rafi Garabedian Nov 13, 2025
$1K “a thousand dollars” Grunwald: Average American Discards Over $1,000 in Food Annually Mike Grunwald Jan 23, 2025 Contradicted
$1K “A thousand dollars” Vijendran: Space solar becomes economically viable below $1,000 per kilo launch costs Sanjay Vijendran Aug 10, 2023 Supported
$1K “a thousand dollars” Gramlich: Grid interconnection times and costs have more than doubled Rob Gramlich May 4, 2023 Supported
$1K “a thousand dollars” Schroeder: Power tool batteries still cost roughly $1,000 per kWh at retail Dave Schroeder Mar 17, 2022 Supported
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