THE SITUATION ROOM · ON-CHAIN UNIVERSITY

The Ledger School

An honest, rigour-ranked field guide to on-chain valuation.

Every on-chain indicator you have seen quoted as gospel is taught here with both halves of the truth: the evidence that gives it weight, and the limits that should temper it. Each module pairs the primary scholarship with a live chart from the room’s own data, wears an explicit rigour verdict, and carries a standing critique, because the point is to read these tools honestly, not to worship them. Work through the wings in order and you will never mistake a curve-fit for a law again.

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The curriculum

12 MODULES

Academic Core

6 MODULES

The indicators that survive peer review. Realized value, MVRV, NUPL, Cointime: models with a published derivation and a defensible statistical spine. Start here.

An engraved brass balance scale weighing bitcoin coins against a ledger: cost against price.

MODULE 01

PEER-REVIEWED

Realized Price & MVRV

The network's aggregate cost basis, and the ratio that measures crowd euphoria against it

A Gaussian bell curve on graph paper with brass dividers stepping off standard deviations.

MODULE 02

PEER-REVIEWED

The MVRV Z-Score

The one cycle signal that survived peer review: barely, and only in-sample

An antique barometer dial, its needle swinging from calm toward euphoria.

MODULE 03

PEER-REVIEWED

NUPL: The Market's Mood Ring

How much of Bitcoin's value is paper profit nobody has cashed in yet

An hourglass of coins beside a clockwork gear-train: coin, block, and vaulted time.

MODULE 04

PRACTITIONER

Cointime Economics & the AVIV Ratio

A cleaner MVRV that throws out the coins nobody is really holding

A straight golden line ruled across log-log graph paper by brass dividers and a set-square, coins ascending it.

MODULE 05

DEFENSIBLE

The Bitcoin Power Law

A straight line on log-log paper that forecasts beautifully and explains nothing

An engraved lattice of interconnected nodes with a translucent bubble swelling to burst.

MODULE 06

PEER-REVIEWED

Metcalfe's Law & Bubble Physics

The peer-reviewed apex of on-chain valuation locates Bitcoin's worth in its users, not its supply schedule

The Toolkit

5 MODULES

Practitioner instruments. No journal will ever bless them, but desks use them daily and they carry real signal, provided you know exactly what each one is and isn’t measuring.

A minting press and assayer’s balance weighing struck coins against a 365-day almanac wheel.

MODULE 07

PRACTITIONER

The Puell Multiple

Watching the cycle through the miners' till

A coiled brass mainspring beside a vault of dormant coins, dividers measuring its tension.

MODULE 08

PRACTITIONER

Reserve Risk

Pricing the conviction of holders who refuse to sell

Two moving-average waves crossing at a single summit, a Greek pi worked into the crossing.

MODULE 09

WEAK

The Pi Cycle Top

A famous top-caller that fits three points perfectly and explains none of them

A long moving-average tide-line with coins riding it and a plumb-bob measuring the extension.

MODULE 10

PRACTITIONER

The Mayer Multiple & the 200-Week

Two moving averages that draw a rough ceiling and an approximate floor under the cycle

An hourglass sorting bright young coins from old tarnished coins at the 155-day mark.

MODULE 11

PRACTITIONER

The Cost Basis of the Nervous

What recent buyers paid, and why the market keeps bouncing off it

Cautionary Tales

1 MODULE

The models that broke. Studied here not to use, but to understand why they failed out-of-sample, so you can spot the next overfit narrative before it costs you.

A dissection-table specimen: a cracked regression line pinned under a magnifying glass, a snapped ruler.

MODULE 12

WEAK

Stock-to-Flow: An Autopsy

The prettiest curve in crypto, and why it was never a model