A scientific framework for Bitcoin valuation
Twelve famous Bitcoin indicators.
One measurement.
We registered 72 indicators with fixed formulas, measured every pairwise relationship with no lookahead, and put the famous ones on trial. Every verdict is public - pass or fail.
01 — THE PROBLEM
Agreement between echoes is not evidence.
MVRV. NUPL. Mayer Multiple. Pi Cycle. SOPR. Puell. Reserve Risk. RHODL. Every chart site displays them side by side as if each were an independent opinion about Bitcoin’s value. They are not. Most of the famous “valuation indicators” are re-measurements of the same underlying quantity, dressed in different arithmetic.
When forty gauges move together, you don’t have forty pieces of evidence. You have one piece of evidence and thirty-nine echoes - and no way to tell which is which.
02 — THE THEORY
Value emerges from independent fields.
In physics, observed motion is the sum of independent fields acting at once. We treat Bitcoin’s market value the same way: a small number of independent economic forces, each measurable by competing instruments, each earning its place through evidence.
| Field | What it observes | Status |
|---|---|---|
| Time-trend | Price against Bitcoin’s long-run growth trajectory (the Power Law) | ADMITTED |
| Cost basis | Price against what holders actually paid (MVRV, NUPL) | TESTED · REJECTED |
| The echo chamber | Twelve famous indicators, one confirmed cluster - see the Census | 8 ECHOES ASSIGNED |
| Holder age | Conviction encoded in how long coins sit still | QUEUED |
| Liquidity | Capital actually entering and exiting (ETF flows, stablecoins) | QUEUED |
| Adoption | Growth in real economic users of the network | QUEUED |
| Treasury | Corporate and sovereign balance-sheet accumulation | QUEUED |
03 — THE METHOD
Every instrument earns its place. In public.
Before any test runs, the formula, parameters, and failure conditions are pre-registered. Then the instrument faces three standards. Pass all three or it doesn’t get in - and either way, the full record is published.
- Locate the field. Name the real economic phenomenon the instrument claims to measure. No phenomenon, no test.
- Pre-register. Formula, parameters, and what failure looks like - written down, dated, before touching results.
- Reproduce. Anyone must be able to rebuild the number from named raw sources. Lookahead is disqualified.
- Test independence. Does it add information the framework doesn’t already have, out of sample? Correlated echoes are rejected.
- Validate. The instrument must behave as its claimed field requires - and survive perturbation.
- Publish the verdict. Admissions and rejections get the same rigor, the same data, the same permanence.
04 — FIRST RESULT
We tried to admit MVRV and NUPL. The data said no.
The Cost-Basis Verdict
On 14 years of history, the market’s two most famous on-chain valuation indicators are directionally valid in isolation - but add no measurable out-of-sample information beyond a properly built Power Law trend. Wins in 2 of 5 walk-forward splits, against a pre-registered bar of 75 percent. Full data, code, and methodology inside.
READ THE FULL RECORD →05 — INSTRUMENTS IN USE
The Power Law, live.
The time-trend field’s admitted instrument - Bitcoin’s Power Law - runs as a live tool: fair value, floor, ceiling, sigma bands, and calculators, updated continuously.
The Field Report
Follow the field work.
One email when a verdict publishes: what we tested, what the data said, and what changed on the map. Plain language, full receipts.