SP500 Debasement Model

Lab Case 005: The Monetary Debasement Model | Paul Faulkner — The Rogue Protocol
Concluded — Thesis Failed · Lab Case 005 · 17 May 2026
Forensic Investigation — Completed

The Monetary
Debasement Model

S&P 500 long-term returns are “essentially monetary debasement.” Strip out M2, the appreciation is “almost flat.” The thesis is wrong on both counts.

Originator Gerhard Kuschnik
Platform LinkedIn · 6,205 followers
Verdict Thesis Failed
Time to disprove < 30 minutes
Data sources Shiller (Yale) + FRED M2SL
Observations 807 monthly · Jan 1959–Mar 2026
Originator background IT delivery / backend dev → Crypto Analyst (11 months, self-employed)
Conflict of interest Bitcoin YouTube channel · Paid newsletter · Undisclosed
Verbatim · LinkedIn · 16 May 2026

“66 years of S&P 500 data shows the market’s entire long-term return is essentially monetary debasement. Strip out US M2 growth, and the real appreciation is almost flat. That reframes everything about passive investing. The ‘buy and hold forever’ thesis assumes you’re being rewarded for owning productive assets. But when you index the S&P 500 against US money supply growth…”

Gerhard Kuschnik · Crypto Analyst, Bitcoin Strategy · “Outperforming Bitcoin Since 2018” · LinkedIn, 16 May 2026 · No data source cited · No methodology stated · No chart shown
Original Post — As Published · No source · No model · No chart
Screenshot of Gerhard Kuschnik's LinkedIn post claiming 66 years of S&P 500 data shows returns are essentially monetary debasement

Three testable assertions are embedded in this post. First: that the S&P 500’s long-run nominal return is primarily explained by M2 money supply growth. Second: that when adjusted for M2, the real appreciation is “almost flat.” Third: that this finding reframes the case for passive equity investing.

No source is given for the data. No methodology is stated. No chart is shown. The post ends on a graphic that reads “Game Over.” The Lab tested all three claims against primary data.

Primary sources.
No adjustments. No editorial selection.

The Lab’s methodology for this investigation: take the longest available monthly series for both the S&P 500 and US M2 money supply, merge them on a common date axis, index both to 100 at the first shared observation, and compute the ratio. No smoothing. No cherry-picked start date. No selected time window.

S&P 500 Data Source
Shiller (Yale) S&P Composite Index
ie_data.xls · Robert J. Shiller, Yale University
Monthly · Jan 1871 – May 2026
1,865 observations total
Price index only · Dividends excluded
M2 Data Source
Federal Reserve FRED M2SL
M2 Money Stock · Seasonally adjusted
Monthly · Jan 1959 – Mar 2026
807 observations
Billions of USD
Merge Point & Alignment
January 1959 = 100 for all series
Both indexed to 100 at first shared date
Monthly frequency throughout
No resampling required
No smoothing applied
Why not FRED for S&P?
FRED’s SP500 series holds ~10 years
The post claims “66 years of data”
FRED cannot deliver this in one download
Shiller dataset required — non-obvious
The post cites no source at all

The data sourcing problem is itself a forensic finding. The originator claims “66 years of S&P 500 data” — a precise figure. FRED, the most commonly used public data source for US economic series, holds approximately 10 years of S&P 500 price history for download. Getting a clean 67-year monthly series requires the Shiller Yale dataset: a non-obvious primary source that requires manual acquisition, date-format parsing (Shiller encodes dates as decimal years, e.g. 1959.01), and careful column mapping. The post cites no source. No methodology. No data file.

What the data
actually shows.

S&P 500 Nominal Return
Jan 1959 → Mar 2026
+11,864%
Price return only. No dividends. Index: 100 → 11,964.
M2 Money Supply Growth
Jan 1959 → Mar 2026
+7,816%
$286.6bn → $22,686bn. Index: 100 → 7,916.
S&P ÷ M2 — The Claim
“Almost Flat”
+51%
Actual result. Not “almost flat.” The S&P outpaced M2 by 51% over 67 years.
S&P Inflation-Adjusted (CPI)
Before Dividends
+951%
The metric the post never mentions. Add dividends: ~+6% real/yr since 1959.
Forensic Chart — Lab Case 005 Shiller (Yale) ie_data.xls · FRED M2SL · Jan 1959 = 100 · Log scale · Price return only
Chart showing four series from 1959 to 2026: S&P 500 nominal (up ~120x), M2 money supply (up ~79x), S&P divided by M2 (up 51% — not almost flat), and CPI-adjusted S&P (up ~10x). All indexed to 100 in January 1959 on a log scale.
Four series indexed to Jan 1959 = 100 on a log scale. Blue: S&P 500 nominal (+11,864%). Grey dashed: M2 money supply (+7,816%). Amber: S&P ÷ M2 — the post’s central metric (+51%, not “almost flat”). Green dashed: S&P CPI-adjusted (+951% before dividends). Note the S&P/M2 ratio hitting +157% at the dot-com peak (2000) before reverting — then recovering to +159% in early 2026. The ratio is not flat. It cycles. It recovers.

The S&P ÷ M2 ratio did compress sharply from 1959 to the mid-1970s — a period when M2 expanded rapidly while equities stagnated through stagflation. The ratio then recovered through the 1980s and 1990s bull market, peaking at the dot-com bubble in 2000. It fell back through the 2000s and 2008 crisis, recovered from 2010, and has been climbing steeply since 2020. The current ratio is near its all-time high.

A selective start date — say, 1970 to 1982 — would make the post’s claim look stronger. The originator does not state their start date, their data source, or their methodology. The claim “66 years” is precise, but the precision is unverifiable because no source is cited. The Lab used the full available series from 1959 with no editorial selection.

All five conditions
fail.

Finding 01
S&P ÷ M2 is “almost flat” over 67 years
✕ Failed
The actual result is +51%. The S&P 500 outpaced M2 money supply growth by 51 percentage points over 67 years. “Almost flat” requires a result near zero. +51% is not near zero — it is the equivalent of the entire return on a broadly diversified bond portfolio over the same period. The claim is numerically wrong.
Finding 02
“66 years of data” is sourced and reproducible
✕ Failed
No source is cited in the post. FRED — the most commonly used public source for US economic data — holds approximately 10 years of S&P 500 price history for download via its standard interface. Getting 67 years of clean monthly data requires the Shiller Yale dataset: a non-obvious source requiring manual acquisition and date parsing. The originator cites nothing. The precision of “66 years” is not reproducible from any obvious public source without substantial data work the post shows no evidence of.
Finding 03
M2 growth explains the entire nominal return
✕ Failed
The S&P 500 outpaced M2 by 51% over 67 years. At the dot-com peak in 2000, the S&P/M2 ratio reached +157% — meaning the S&P had more than doubled relative to the money supply. The ratio has been above 100 (meaning the S&P outperforming M2 cumulatively) since 1996. As of March 2026, the ratio stands at approximately 151. M2 explains a large portion of nominal returns — that is a legitimate observation — but “essentially the entire return” is a material overstatement.
Finding 04
CPI-adjusted returns are negligible
✕ Failed
The post makes no mention of CPI-adjusted returns. This is the correct metric for assessing whether passive investors are rewarded in real purchasing power terms — and it is the metric the post’s argument implicitly requires. The result: +951% before dividends. Approximately +3.6% real per annum on price alone. Add dividends (historically ~2% per annum) and the total real return is approximately +6% per annum since 1959. This is not monetary illusion. It is compounding wealth creation above inflation by a factor of ten over the period.
Finding 05
The analysis is independent of a sales agenda
✕ Failed
The originator’s LinkedIn headline is “Outperforming Bitcoin Since 2018.” Their bio links to a Bitcoin YouTube channel (@BitcoinStrategy) and a paid newsletter (the-bitcoin-strategy.com). Their current employment is “Crypto Analyst” at their own company, 11 months old. The post ends on a “Game Over” promotional graphic. The argument — that passive equity investing is illusory — is the setup for a Bitcoin alternative. The denominator was not chosen for analytical rigour. It was chosen because dividing by any large growing number compresses any return. Divide the S&P by GDP growth and produce the same chart. The analytical conflict is undisclosed in the post.

The denominator
was chosen. Not derived.

The Cherry Picker Problem

The originator’s brand is “Outperforming Bitcoin Since 2018.” 2018 was the year after Bitcoin’s December 2017 all-time high of $19,700. Bitcoin fell 84% through 2018 to approximately $3,200. Anyone who bought after the crash and held through the 2021 ATH ($69,000) and the 2025 ATH ($109,000) did not outperform Bitcoin. They were Bitcoin. That is called holding.

The same logic applies to the S&P post. Pick your denominator. Pick your start date. Get the number that serves the narrative. M2 grows over time. Dividing any long-run return series by M2 will compress it. The analytical move the post makes — choosing M2 as the deflator, then presenting the compressed number as a revelation — is structurally identical to choosing 2018 as the start date for a Bitcoin performance claim.

Both are denominator manipulations. Both are undisclosed. Both serve a sales funnel.

The correct deflator for assessing whether passive investors are rewarded in real terms is CPI — the Consumer Price Index, which measures changes in the cost of living. M2 measures money creation. The two are related but not identical. Using M2 as the deflator for equity returns is a methodological choice that produces a more dramatic result than CPI — and that choice is not explained, justified, or even acknowledged in the post.

The CPI-adjusted result — which the post never mentions — is +951% before dividends. That is the number a passive investor actually cares about: did their purchasing power increase? The answer is yes, by a factor of approximately ten over 67 years, before the dividend yield that compounds on top.

Forensic Verdict · Lab Case 005

Thesis Failed.
On every count.

The claim that S&P 500 long-run returns are “essentially monetary debasement” and that real appreciation is “almost flat” when adjusted for M2 is numerically wrong. S&P ÷ M2 over 67 years is +51%. Not almost flat.

The claim that this “reframes everything about passive investing” ignores the correct real-return metric: CPI-adjusted price return is +951% before dividends. Total real return including dividends has compounded at approximately 6% per annum since 1959. That is not illusion. That is one of the most robust long-run data series in financial economics.

The directional observation — that money supply expansion inflates nominal asset prices — is legitimate and worth discussing. It is a well-documented phenomenon in monetary economics. The post uses it to reach a conclusion it cannot support: that the equity premium is therefore fictional. The equity premium is not fictional. It is smaller than its nominal appearance, and that is the honest version of this argument.

The post has no data source, no methodology, no chart, and an undisclosed commercial agenda. It took under 30 minutes of work with publicly available primary data to disprove it.

Forensic finding: Narrative directionally partially correct. Magnitude wrong. Metric misselected. CPI-adjusted return omitted. Source undisclosed. Agenda undisclosed. Central quantitative claim (“almost flat”) fails on primary data.
Note on Process
The originator was not contacted prior to publication of this investigation. This is a departure from The Lab’s standard collaborative engagement model. The decision reflects two factors: the post makes no falsifiable claim that requires originator input to resolve (the data is unambiguous), and the originator’s commercial agenda is visible in the post itself. The originator is invited to respond via thelab@paulfaulkner.com. Any substantive response will be published in full and linked from this page.
Addendum · 18 May 2026 · E Conrad — Capital Markets Economist

Following publication, E Conrad (Capital Markets Economist, 50-year academic and business career) raised an important structural point in the comments: the S&P 500 index has an inherent survivorship bias by construction. Companies that decline in market capitalisation are removed from the index; companies that grow are added. The index is permanently rebalanced toward its own best performers.

This is a legitimate and well-documented observation in financial economics. Its implication for this investigation cuts against the original post’s argument — not with it. If the S&P’s long-run return series has a structural upward bias built into its construction methodology, then the M2-adjusted return of +51% is, if anything, a conservative floor on the equity premium. A randomly selected basket of stocks held for 67 years without index rebalancing would have produced a lower return. The index’s construction is a feature that benefits passive investors — not a flaw that inflates the comparison. The post’s conclusion is weakened further, not strengthened, by this addendum.