The Numbers Museum

Every specific figure ever claimed on the show. 120 match this view. Red rows are numbers the cited sources contradict.

AllDollarsMultiplesPercentagesBig numbers
FigureAs spokenThe claimWhoWhenChecked?
$10T “10 trillion dollars” Hsieh: Reaching net-zero by 2050 requires $10T in private clean energy capital Elaine Hsieh Oct 16, 2023
$10T “10 trillion dollars” Shah: Federal funds alone cannot hit the $10 trillion needed for climate Jigar Shah Jan 19, 2023
$9T “nine trillion dollars” Lacey: TCFD United Hundreds of Companies With $9T in Assets Stephen Lacey Apr 6, 2022 Supported
$7T “seven trillion dollars” Pfund: Global oil and gas subsidies reached $7T in 2022 Nancy Pfund Oct 16, 2023 Supported
$4T “four trillion dollars” IEA: Global Oil & Gas Sector Income Reached $4T in 2022 Stephen Lacey Mar 8, 2023 Supported
$3T “three trillion dollars” Lacey: Clean energy attracts nearly $3 trillion in annual investment Stephen Lacey Jun 12, 2025 Contradicted
$3T “three trillion dollars” Deloitte finds rapid decarbonization would add $3 trillion to US GDP Stephen Lacey Jun 1, 2022 Supported
$1.5T “1.5 trillion dollars” Manchin and Schumer signed $1.5T Build Back Better framework in 2021 Katherine Hamilton Jul 19, 2022 Supported
$1.5T “a half trillion dollars” Hamilton: Schumer Agreed to Manchin's $1.5 Trillion Spending Framework Katherine Hamilton Jan 7, 2022 Partly supported
$500B “five hundred billion dollars” Shah: Oil and Gas Outspends Clean Energy 20 to 1 on Influence Jigar Shah Feb 19, 2025 Partly supported
$400B “four hundred billion dollars” Shah: DOE Loan Programs Office holds over $400B in loan authority Jigar Shah May 1, 2023 Supported
$250B “two hundred fifty billion dollars” Shah: Oil and Gas Outspends Clean Energy 20 to 1 on Influence Jigar Shah Feb 19, 2025 Partly supported
$250B “two hundred fifty billion dollars” St. John: Energy Infrastructure Reinvestment Program has $250B lending authority Jeff St. John Aug 15, 2023 Supported
$200B “two hundred billion dollars” Top Oil Majors Made Nearly $200 Billion in 2022 Profits Stephen Lacey Mar 8, 2023 Supported
$120B “a hundred twenty billion dollars” BNEF estimates over $120 billion in subsidies for announced hydrogen projects Adi Basham Aug 3, 2023 Supported
$100B “a hundred billion dollars” Sekine: $100B+ committed to US EV and battery supply chains in 2023 Yayoi Sekine Feb 8, 2024 Contradicted
$100B “a hundred billion dollars” Shah: Clean tech sectors require $100B in private investment for bankability Jigar Shah May 1, 2023
$90B “ninety billion dollars” Kra: SVB's unhedged mortgage securities were a massive risk management failure Gabriel Kra Mar 20, 2023
$80B “eighty billion dollars” Dutta: Wildfire costs reached $680 billion in the past year alone Shomik Dutta Oct 8, 2025 Supported
$77B “seventy-seven billion dollars” Shah: DOE Loan Programs Office saw $77B in demand against $40B Jigar Shah Jan 19, 2023 Supported
$76.7B “76.7 billion dollars” Hamilton: Global offshore wind investment surged nearly 80% to $76.7B Katherine Hamilton Feb 22, 2024 Supported
$76B “seventy six billion dollars” Lacey: US coal plants hold around $176B in outstanding debt Stephen Lacey Feb 22, 2023 Partly supported
$76B “seventy six billion dollars” Top Five Western Oil Supermajors Lost $76 Billion in 2020 Stephen Lacey Mar 8, 2023 Supported
$70B “seventy billion dollars” Hurlbut: $250B of $370B in clean tech investment goes to red states Brandon Hurlbut Apr 26, 2024 Partly supported
$70B “seventy billion dollars” Lacey: IRA spurred over $70B in US manufacturing investments Stephen Lacey Aug 15, 2023 Supported
$70B “seventy billion dollars” Lacey: More than $70B in clean energy manufacturing announced post-IRA Stephen Lacey Jul 26, 2023 Supported
$70B “seventy billion dollars” Lacey: CHIPS and IRA spurred 100 clean energy facilities and $70B Stephen Lacey Jun 14, 2023 Supported
$70B “seventy billion dollars” Utility PREPA entered July 2017 bankruptcy with $9 billion in debt Maria Gallucci Jun 8, 2022 Supported
$55B “fifty-five billion dollars” Lacey: Build Back Better commits $555B to clean energy Stephen Lacey Jan 7, 2022 Supported
$50B “fifty billion dollars” Donor-advised funds are sitting on around $250 billion in undeployed capital Sam White Oct 22, 2025 Supported
$50B “fifty billion dollars” Hurlbut: $250B of $370B in clean tech investment goes to red states Brandon Hurlbut Apr 26, 2024 Partly supported
$50B “fifty billion dollars” Naam: IRA spending will reach trillions due to uncapped subsidies Ramez Naam Jul 20, 2023 Open
$46B “forty six billion dollars” Shah: US has $46B in announced clean hydrogen capital allocation Jigar Shah May 1, 2023 Supported
$40B “forty billion dollars” Shah: US has $40B in announced carbon sequestration investment Jigar Shah May 1, 2023 Supported
$40B “forty billion dollars” Shah: DOE Loan Programs Office saw $77B in demand against $40B Jigar Shah Jan 19, 2023 Supported
$35B “thirty-five billion dollars” The Ogallala Aquifer supports $35 billion in annual agriculture Stephen Lacey Aug 24, 2022 Supported
$31B “thirty-one billion dollars” Tomlinson: Wind and solar saved Texans $31B over the last decade Chris Tomlinson Jun 1, 2023 Supported
$28.5B “28.5 billion dollars” Plant Vogtle's new nuclear reactors doubled in cost to $28.5 billion News Broadcaster Sep 24, 2025 Partly supported
$27B “twenty-seven billion dollars” Lee: Greenhouse Gas Reduction Fund directs $27B to local lenders Amanda Lee Mar 12, 2024 Supported
$27B “twenty seven billion dollars” Lee: Standardizing the $27B GGRF pool can unlock distributed generation capital Amanda Lee Mar 12, 2024
$27B “twenty seven billion dollars” St. John: EPA Greenhouse Gas Reduction Fund totals $27 billion Jeff St. John Aug 15, 2023 Supported
$27B “twenty seven billion dollars” Gard-Murray: Heat pump incentives will save consumers $27 billion over a decade Alexander Gard-Murray Jun 29, 2022 Held up
$25B “twenty-five billion dollars” Cotton: Global Battery Recycling Market Will Reach $25 Billion by 2030 Steve Cotton Mar 5, 2024 Open
$23B “twenty three billion dollars” Crux Report: Transferable Tax Credits Reached $7B-$9B in 2023 Stephen Lacey Feb 1, 2024 Supported
$21B “twenty one billion dollars” Lacey: Over 200 new climate funds launched since 2021 with $121B AUM Stephen Lacey Oct 16, 2023 Supported
$21B “twenty-one billion dollars” Shah: DOE Loan Programs Office has 134 applications seeking $121 billion Jigar Shah May 1, 2023 Supported
$20B “twenty billion dollars” Hamilton: EPA's $20B Green Bank can leverage another $20B in debt Katherine Hamilton Jan 19, 2023 Supported
$20B “twenty billion dollars” Lacey: FDIC reports $620B in unrealized losses across US banks Stephen Lacey Mar 20, 2023 Supported
$15.3B “15.3 billion dollars” Hamilton: Georgia Power sees $15.3B investment and 6.6 GW new load Katherine Hamilton Feb 1, 2024 Supported
$11.7B “11.7 billion dollars” Hamilton: DOE Loan Programs Office Received $11.7B Under IRA Katherine Hamilton Dec 22, 2023 Supported
$10B “ten billion dollars” Tesla is investing $10 billion annually across AI, Dojo, and robotics Steve LeVine May 15, 2024 Supported
$10B “ten billion dollars” Piper: IRA created 170k+ jobs and $110B in clean energy manufacturing Julia Piper Apr 26, 2024 Supported
$10B “ten billion dollars” Downing: Tripling US VPP capacity by 2030 would save $10 billion annually Jen Downing Feb 15, 2024
$9.4B “9.4 billion dollars” Riviera: Formosa Plastics Bid $9.4B for 2,400 Acres in St. James Parish Gloria Riviera Mar 13, 2023 Supported
$9B “nine billion dollars” Tomlinson: Texas gives natural gas generators $9B annually in subsidies Chris Tomlinson Jun 1, 2023 Partly supported
$9B “nine billion dollars” Shah: Long-duration energy storage faces market failures with only $9B invested Jigar Shah May 1, 2023
$9B “nine billion dollars” Utility PREPA entered July 2017 bankruptcy with $9 billion in debt Maria Gallucci Jun 8, 2022 Supported
$8.5B “A 7.5 billion dollars” Josh Becker: CAISO approved $7.5B across 45 transmission projects in 2023 Josh Becker Oct 6, 2023 Supported
$7B “seven billion dollars” US DOE commits $7 billion to regional hydrogen hubs Julian Spector Oct 26, 2023 Supported
$7B “seven billion dollars” Lacey: Volkswagen and Ford joint venture valued Argo AI over $7B Stephen Lacey Jan 25, 2023 Supported
$6B “six billion dollars” Harris: Miami must spend $6B on climate adaptation over 30 years Alex Harris Mar 22, 2022 Open
$5B “five billion dollars” Slenk: EPA is distributing $5B in clean school bus rebates Yesh Pavlik Slenk May 30, 2023 Supported
$5B “five billion dollars” Lacey: Musk's ventures received over $5 billion in government support Stephen Lacey Dec 22, 2021 Supported
$4B “four billion dollars” Shah: Oil and Gas Outspends Clean Energy 20 to 1 on Influence Jigar Shah Feb 19, 2025 Partly supported
$4B “four billion dollars” Shah: LMI consumers buy $4B in appliances monthly via high-interest debt Jigar Shah Jul 16, 2024 Contradicted
$3.7B “3.7 billion dollars” Redwood Materials raised $700 million at a $3.7 billion valuation Julian Spector Jun 15, 2022 Supported
$2.6B “2.6 billion dollars” Wesoff: SolarCity would have gone bankrupt without Tesla's $2.6B acquisition Eric Wesoff Dec 22, 2021
$2B “two billion dollars” Lacey: Redwood Materials Raised $1B Round Alongside $2B DOE Loan Guarantee Stephen Lacey Sep 21, 2023 Supported
$2B “two billion dollars” Brose: Carbon removal pledges total $1.5B to $2B Raphael Brose Dec 6, 2022 Supported
$2B “two billion dollars” SMUD is investing $2B to cut 1M metric tons of carbon in transport and buildings Paul Lau Jul 12, 2022
$1.5B “a half billion dollars” Lacey: Zero EV chargers built yet from $7.5B federal infrastructure program Stephen Lacey Dec 12, 2023 Partly supported
$1.5B “half a billion dollars” Lacey: Ascend Elements Raised Over $500M Following $480M Federal Grant Stephen Lacey Sep 21, 2023 Supported
$1.5B “half a billion dollars” Hassin: Displacing industrial metals will require roughly $500M in investment Bryan Guido Hassin Mar 20, 2023
$1.5B “a half billion dollars” Musk financed Twitter deal with $12.5B in Tesla stock collateral Stephen Lacey May 4, 2022 Supported
$1.5B “half a billion dollars” Wesoff: Tesla likely would not exist today without $465M DOE loan guarantee Eric Wesoff Dec 22, 2021
$1.2B “1.2 billion dollars” Lacey: US Unveils $1.2B in Direct Air Capture Hub Funding Stephen Lacey Aug 23, 2023 Supported
$1B “a billion dollars” Fernandez: Infrastructure investors back FOAK projects for multi-project platform deployment options Mario Fernandez Jun 4, 2025
$1B “a billion dollars” Janis: RMI study shows GETs unlock over 6 GW on PJM grid Brian Janous Mar 6, 2024 Supported
$1B “a billion dollars” Wesoff: Russia supplies 46% of world enriched uranium; US buys $1B annually Eric Wesoff Dec 12, 2023 Supported
$1B “a billion dollars” Senator Becker: California spent $1B extending dirty legacy power plants Josh Becker Oct 6, 2023 Supported
$1B “a billion dollars” Lacey: Redwood Materials Raised $1B Round Alongside $2B DOE Loan Guarantee Stephen Lacey Sep 21, 2023 Supported
$1B “a billion dollars” Lacey: Form Energy has raised nearly $1B from investors Stephen Lacey Jul 12, 2023 Supported
$1B “a billion dollars” Jaramillo: Form Energy's $750M plant will produce 50 GWh annually Mateo Jaramillo Jul 12, 2023
$1B “one billion dollars” Lott: European Energy Purchases Supplied Russia an Estimated $1B Daily Dr. Melissa Lott Jul 6, 2023 Partly supported
$1B “a billion dollars” Grid operators blocked Ameren from retiring its Rush Island coal plant Michael Boyle Feb 22, 2023 Supported
$1B “one billion dollars” Mark Fields: Ford is investing $1 billion in startup Argo AI Mark Fields Jan 25, 2023
$1B “a billion dollars” Shah: Commercial-scale clean industrial plants cannot be built on equity alone Jigar Shah Jan 19, 2023
$1B “a billion dollars” Adams: LADWP contracts $1B in water and $1.2B in power annually Marty Adams Mar 28, 2023 Partly supported
$1B “a billion dollars” Lacey: Tesla received nearly $1B in NY subsidies for idle factory Stephen Lacey Dec 22, 2021 Supported
$700M “seven hundred million dollars” Wesoff: Nuclear industry has unprecedented financial and government backing Eric Wesoff Dec 12, 2023
$700M “seven hundred million dollars” Redwood Materials raised $700 million at a $3.7 billion valuation Julian Spector Jun 15, 2022 Supported
$500M “five hundred million dollars” Li-Cycle raised over $500 million through a SPAC merger Julian Spector Jun 15, 2022 Supported
$400M “four hundred million dollars” Shah: GE Hitachi commits $400M upfront to complete plant design Jigar Shah May 17, 2023 Supported
$290M “two hundred ninety million dollars” Jaramillo: West Virginia provided $290M in financing for 750 jobs by 2028 Mateo Jaramillo Jul 1, 2026 Supported
$200M “two hundred million dollars” Shah: Oil and Gas Outspends Clean Energy 20 to 1 on Influence Jigar Shah Feb 19, 2025 Partly supported
$200M “two hundred million dollars” Shah: Tennessee committed $200M to accelerate TVA nuclear deployment at Clinch River Jigar Shah May 1, 2023 Partly supported
$200M “two hundred million dollars” Shah: Incompetent states are failing to apply for $4B in federal funds Jigar Shah Jan 19, 2023
$100M “A hundred million dollars” Dennett: An extra $100M would not fundamentally change Endolith's ultimate success Liz Dennett Aug 26, 2026
$100M “a hundred million dollars” Carneiro: Boston Metal needs $100M CapEx to double Brazil plant capacity Tadeu Carneiro Nov 7, 2025
$100M “hundred million dollars” Fernandez: Infrastructure investors back FOAK projects for multi-project platform deployment options Mario Fernandez Jun 4, 2025
$100M “a hundred million dollars” Bhargava: Lack of software rate-basing will force artificial hardware bundling Apoorv Bhargava Apr 17, 2024
$100M “a hundred million dollars” Lee: SMBC found infrastructure projects under $100M unfeasible due to process costs Amanda Lee Mar 12, 2024
$100M “a hundred million dollars” Janis: RMI study shows GETs unlock over 6 GW on PJM grid Brian Janous Mar 6, 2024 Supported
$100M “a hundred million dollars” Jaramillo: Form Energy acquired NantEnergy after it spent $100M on air cathodes Mateo Jaramillo Jul 12, 2023 Supported
$100M “a hundred million dollars” Miami Beach stopped neighborhood flooding with $100 million in drainage pumps Michael Grunwald Oct 24, 2022 Partly supported
$100M “hundred million dollars” Westhoff: US Solar Industry Employs Four Times More People Than Coal Eric Wesoff Apr 27, 2022 Partly supported
$70M “seventy million dollars” Shugar: Texas hailstorm destroyed non-Nextracker solar project, costing over $70 million Dan Shugar Mar 26, 2025 Partly supported
$50M “fifty million dollars” Gallucci: Avangrid and Shell paid fines to exit Massachusetts wind projects Maria Gallucci Nov 3, 2023 Partly supported
$47M “forty seven million dollars” Captura raised $47M in Series A financing Steve Oldham Nov 19, 2025
$45M “forty-five million dollars” Lacey: Geologic hydrogen startup Koloma raised $245 million Stephen Lacey Feb 22, 2024 Supported
$29M “twenty-nine million dollars” Hamilton: Big Three auto CEOs earn $21M–$29M, 300x their workers Katherine Hamilton Sep 29, 2023 Supported
$8M “eight million dollars” Pfund: ADM paid $8M to low-carbon farmers in six-month FBN pilot Nancy Pfund Oct 16, 2023 Not publicly verifiable
$7M “seven million dollars” Grunwald: Symbrosia raised $7M to grow seaweed feed, backed by Danone Michael Grunwald Sep 15, 2022 Supported
$5M “five million dollars” Palazzi: One utility saved $5M in a month improving demand forecasts Titian Palazzi Mar 14, 2024
$5M “five million dollars” Rosas: Stockton bought four electric buses and 24 chargers for $5M Gilbert Bluefeather Rosas May 30, 2023 Supported
$1.5M “1.5 million dollars” Patton: Marathon received $1.5M in ITEP tax exemptions per job created Jane Patton Mar 13, 2023 Supported
$1M “a million dollars” Pinkowski: Nitricity won a California sales tax exemption worth nearly $1M Nico Pinkowski Jul 15, 2026 Partly supported
$1M “a million dollars” Lee: Distributed energy faces crushing operational overhead compared to utility-scale projects Amanda Lee Jun 12, 2025
$1M “a million dollars” Tomlinson: Texas transmission lines cost about $1M per mile Chris Tomlinson Jun 1, 2023 Partly supported
$1M “a million dollars” Slenk: Modesto's 30 new electric buses will save $250K annually on fuel Yesh Pavlik Slenk May 30, 2023 Didn’t hold up
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