MARK MOSSBITCOIN VALUATION LAB
10 / SOURCES & DATA

A source is not a guarantee.
See what each one supports.

Every source has a job. Some supply observations, some provide context, and some explain mechanisms. None independently validates the final Bitcoin price.

The numerical model retains its September 2026 research vintages. External pages can change. Live links are not a promise that every historical value will still appear unchanged. Selected sources were reopened during this build; other entries are explicitly marked retained, not newly re-audited.
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33 of 33 sources

MODEL / Model authority

Frozen credit-corrected v1 model

Mark Moss / Bitcoin Projection Model · September 2026

Used for: Current levels, formula parameters, monetary paths, supply milestones, and all calculated results.

Limitation: Educational gross-inventory model. Source data, reconstructed estimates and user judgments have different evidence status.

Build-time check: Credit source package: 18 supplied tests executed successfully; numerical adapter checked separately.

Open original source →

Original source IDs: CREDIT:FROZEN; final credit-corrected candidate

IMF-GDP / Active upstream input

World Economic Outlook, April 2026: Statistical Appendix, Table A1

International Monetary Fund · April 14, 2026

Used for: Nominal world output at market exchange rates, including 2025, 2026, 2027 and 2031 levels.

Limitation: 2028–2030 are model interpolations; later years are extensions. IMF does not forecast this SOV total.

Build-time check: Live source and PDF Table A1 inspected during this build.

Open original source →

Original source IDs: S2R:IMF_WEO_Apr2026

IMF-FM / Retained credit diagnostic

Fiscal Monitor, April 2026

International Monetary Fund · April 2026

Used for: Government debt-to-GDP path used in the retained sector-credit comparison.

Limitation: It is not a direct driver of the final SOV pie once the monetary path is frozen; it does not project world M2.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

IMF-FAQ / Definition / horizon

World Economic Outlook: frequently asked questions

International Monetary Fund ·

Used for: Explains WEO coverage, release conventions and forecast horizons.

Limitation: Forecasts are conditional and revised; preserve release vintages.

Build-time check: Live page opened during this build.

Open original source →

Original source IDs:

BIS-GLI / Definition / cross-check

Global liquidity indicators

Bank for International Settlements ·

Used for: Foreign-currency credit to non-bank borrowers, including loans and international debt securities.

Limitation: Not a complete measure of world broad money and not an official 2050 liquidity forecast.

Build-time check: Live page opened during this build.

Open original source →

Original source IDs: S2R:BIS_GLI

CBO / U.S. fiscal cross-check

The Long-Term Budget Outlook Data: 2026 to 2056

Congressional Budget Office · 2026

Used for: U.S. long-term fiscal and economic context.

Limitation: Not a global asset or M2 forecast; no direct multiplier in the released calculator.

Build-time check: Live landing page opened; underlying workbook not independently re-audited in this build.

Open original source →

Original source IDs:

IIF / Credit perimeter / cross-check

Global Debt Monitor

Institute of International Finance · 2025–2026

Used for: Broad credit categories and sector context.

Limitation: Not added as another category. No subtraction of unmatched IIF, SIFMA and money totals.

Build-time check: Retained upstream source. Full proprietary report not redistributed.

Open original source →

Original source IDs: CREDIT:C08

MONEY / Working scale estimate

Global Broad Money Supply Reaches $144 Trillion in 2025

Ehsan Soltani / Econovis via Voronoi · December 2025 observation

Used for: Attributed $144T end-2025 broad-money baseline.

Limitation: Independent compilation, not a harmonized IMF census. Historical growth is scaled from the narrower model proxy.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

M2US / Historical monetary input

M2 Money Stock (M2SL)

Federal Reserve via FRED ·

Used for: U.S. component of the historical monetary proxy.

Limitation: December monthly average; not the whole global money supply.

Build-time check: Retained frozen observations; live observations not substituted.

Open original source →

Original source IDs:

M2CN / Monetary and loan input

2025 Statistical Communiqué

National Bureau of Statistics of China · February 28, 2026

Used for: China M2 endpoint and RMB loan cross-check.

Limitation: Different monetary and credit aggregates are not independently additive.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs: CREDIT:C09

M3EA / Historical monetary input

Monetary developments in the euro area, December 2025

European Central Bank · January 29, 2026

Used for: Euro-area M3 endpoint and methodology.

Limitation: M3 is broader than cash and deposits; national definitions and changing membership remain caveats.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs: CREDIT:C10

FXHIST / Historical conversion

Foreign exchange rates, annual G.5A releases

Federal Reserve ·

Used for: Currency conversion convention in the frozen money proxy.

Limitation: Annual-average FX is not an exact last-day market mark.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

PROPERTY / Market-size estimate

How much is global real estate worth?

Savills Research · October 2025

Used for: End-2024 all-property value of $393.3T; reported 2019–2024 growth.

Limitation: The $408.79T 2025 model value is an explicit bridge, not a reported 2025 census.

Build-time check: Live article inspected during this build.

Open original source →

Original source IDs: S2S:SAVILLS2024

PROPERTY-OLD / Historical anchor

The total value of global real estate

Savills Research · 2020 observation

Used for: Retained 2020 all-property estimate.

Limitation: Publisher coverage and valuation vintages differ across the history.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

SECURITIES / Historical market stocks

Capital Markets Fact Book, 2026 edition

SIFMA / BIS / WFE · 2026 edition

Used for: Outstanding debt securities and global listed-equity capitalization.

Limitation: Debt coverage changes in 2018; stock capitalization is not shareholder total return. Equity working baseline contains a disclosed adjustment.

Build-time check: Retained publisher tables; not re-extracted in this educational build.

Open original source →

Original source IDs: S2S:SIFMA

INDIA / Equity estimate adjustment

NSE 2025 market summary

National Stock Exchange of India · January 1, 2026

Used for: Retained NSE-only proxy replacing the disputed India component.

Limitation: Working adjustment omits BSE-only companies and is not an official global-source correction.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

GOLD / Gold stock scope

Gold Market Primer: Market size and structure

World Gold Council · Frozen 2025 stock reference

Used for: Retained whole-stock gold valuation and monetary versus other uses.

Limitation: Live page may be revised. The model preserves its frozen quantity/valuation; not all physical gold is investment bullion.

Build-time check: Live page opened; frozen stock quantity not independently re-extracted from the current page.

Open original source →

Original source IDs: S2S:GOLD

GOLDPRICE / Gold valuation input

Gold market commentary: December 2025

World Gold Council · December 2025

Used for: Retained matching end-2025 price reference.

Limitation: Price times estimated physical quantity; no extra quantity uplift in future share allocation.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

ART / Narrow art comparison

Art and finance: global forum discussion

Deloitte / ArtTactic ·

Used for: A source estimate for ultra-high-net-worth art and collectibles holdings.

Limitation: Not the source of the model’s $24T all-holder assumption. That figure is Mark’s unverified 2023 scenario input.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

C01 / New credit input

2025 financial statistics report

PBOC via Shanghai financial regulator · January 16, 2026

Used for: China RMB, FX, entrusted and trust loan-form stocks.

Limitation: No ABS or full AFRE total is added again; incomplete global loan coverage.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs: CREDIT:C01

C03 / New credit conversion

Euro reference exchange rates, December 31, 2025

European Central Bank · December 31, 2025

Used for: USD 1.1750 and CNY 8.2262 per EUR in the frozen credit calculation.

Limitation: Reference rates affect the new loan conversion only, not the earlier money FX convention.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs: CREDIT:C03

C04 / New credit input

H.8 Assets and Liabilities of Commercial Banks

Federal Reserve Board · January 9, 2026

Used for: Table 3, row 9, December 31: $13,433.4B loans and leases.

Limitation: Commercial-bank coverage only. This is not all U.S. or global lending.

Build-time check: Live PDF Table 3 inspected during this build.

Open original source →

Original source IDs: CREDIT:C04

C05 / New credit input

December 2025 monetary developments annex

ECB via Banque de France · January 29, 2026

Used for: Retained €13,630B unadjusted private-sector loan stock.

Limitation: Loan-transfer adjustments are not added. Linked non-derecognized securitizations remain a scope limitation.

Build-time check: Text endpoint opened; screenshot retrieval failed. Retained source input used, not newly certified.

Open original source →

Original source IDs: CREDIT:C05

C06 / Accounting limitation

What is securitisation?

European Central Bank ·

Used for: Distinguishes derecognized and non-derecognized loan transfers.

Limitation: The added loan bucket is not claimed to exclude every securitized underlying exposure.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs: CREDIT:C06

C07 / Accounting definition

Private-credit statistics documentation

BIS ·

Used for: Clarifies why generic bank credit is not a loan-only stock.

Limitation: Do not add a broad bank-credit total beside its securities components.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs: CREDIT:C07

BTC-REF / Starting observation

Historical snapshot: December 31, 2025

CoinMarketCap · December 31, 2025

Used for: Retained price, publisher circulating supply, and capitalization.

Limitation: 00:00 UTC is the beginning of December 31. Not a perfectly synchronized world year-end census.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

BTC-CORE / Protocol reference

v29.0 chain parameters

Bitcoin Core · Pinned v29.0

Used for: Subsidy-halving interval used by the retained idealized supply calculation.

Limitation: Model advances an equivalent issuance coordinate at 600 seconds per block; not a live chain-height prediction.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

BTC-SUBSIDY / Protocol reference

v29.0 subsidy implementation

Bitcoin Core · Pinned v29.0

Used for: Integer-satoshi subsidy implementation.

Limitation: No lost-coin or liquid-float haircut is applied.

Build-time check: Retained source from frozen research; not comprehensively re-audited in this build

Open original source →

Original source IDs:

BTC-FAQ / Product attributes / limitations

Frequently asked questions

Bitcoin.org ·

Used for: Peer-to-peer transfer, self-custody, verification and issuance mechanics; volatility and operational risks.

Limitation: Technology properties do not identify a future market-share percentage.

Build-time check: Live page opened during this build.

Open original source →

Original source IDs:

VC-GURLEY / Venture-capital analogy

How to Miss By a Mile: An Alternative Look at Uber’s Potential Market Size

Bill Gurley, Above the Crowd · July 11, 2014

Used for: Why a product improvement can change addressable demand and why assumed share ceilings need a rationale.

Limitation: An investor argument, not Bitcoin evidence or a transferable adoption coefficient.

Build-time check: Original author page opened during this build.

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Original source IDs:

VC-AI / Behavioral framework

Mastering product-market fit: a playbook for AI founders

Bessemer Venture Partners ·

Used for: Adoption, retention and usage expansion as separate product questions.

Limitation: Used to explain the deferred v2.0 approach, not as a numerical Bitcoin input.

Build-time check: Original investor page opened during this build.

Open original source →

Original source IDs:

AI-BTC / Potential adoption channel

The Agents Are Here and They Want to Transact

Lightning Labs · February 11, 2026

Used for: Bitcoin/Lightning agent tools and transaction infrastructure.

Limitation: Technical availability does not establish sustained Bitcoin savings balances.

Build-time check: Original developer page opened during this build.

Open original source →

Original source IDs:

AI-USDC / Competing adoption channel

Accept agentic payments with x402

Coinbase Developer Platform ·

Used for: A documented stablecoin-based agent-payment route.

Limitation: Payment volume is not Bitcoin capitalization or retained savings demand.

Build-time check: Official documentation opened during this build.

Open original source →

Original source IDs: