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Reading: Does Bitcoin Power Law model still work in 2025 after S2F failed?
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Your Crypto News Today > News > Crypto > Bitcoin > Does Bitcoin Power Law model still work in 2025 after S2F failed?
Bitcoin

Does Bitcoin Power Law model still work in 2025 after S2F failed?

November 1, 2025 9 Min Read
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Does Bitcoin Power Law model still work in 2025 after S2F failed?

Table of Contents

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  • Bitcoin holds its power-law lane as ETFs rewrite the cycle
  • The controversy over mannequin selection is formed by the breakdown of the once-popular Inventory-to-Move strategy.
  • Technique readability is essential given the mannequin’s growing use in institutional decks.

With S2F within the rearview, the reside power-law channel signifies that BTC is roughly 20% under honest worth, however ETF flows might push it to both excessive.

Bitbo’s implementation of Giovanni Santostasi’s mannequin locations the value close to $109,700, the honest worth close to $136,100, the assist close to $48,300, and the resistance close to $491,800, which frames the present cycle inside a rising hall derived from a power-law match to cost over time.

The channel is constructed by working a linear regression of log(value) versus log(time since genesis), then duplicating that line in parallel to kind higher and decrease bounds which have traditionally contained cyclical extremes.

The result’s a time-based compounding curve with rails that transfer upward as time passes, making the mannequin extra of a location map than some extent forecast.

Bitcoin Power Law (Source: BiTBO)
Bitcoin Energy Legislation (Supply: BiTBO)

The core declare is easy to guage in reside markets. Bitcoin trades about 20 p.c under the fair-value regression and greater than twice above the mannequin’s ground, a mid-zone placement that contrasts with prior cycle tops and bottoms when the value tagged the channel’s resistance or assist.

Parameterization utilized by BGeometrics expresses the fair-value curve as P ≈ 1.0117×10^-17 × (days since genesis)^5.82, with a generally referenced ground at about 0.42 occasions the curve, which is per the current hole between spot value and Bitbo’s decrease rail.

The specification contains historic drawdowns whereas permitting for late-cycle overextensions towards the higher band.

The logic behind this strategy treats adoption as an influence operate of time and expects volatility to decay because the community matures, a property that seems as tightening oscillations across the regression line over successive cycles.

Bitcoin holds its power-law lane as ETFs rewrite the cycle

Current flows assist clarify why the value is within the channel’s center somewhat than at an excessive. Crypto exchange-traded merchandise (ETPs) drew a file $5.95 billion in internet inflows through the week ending October 4, 2025, with Bitcoin reaching an all-time excessive of roughly $126,000, alongside sturdy demand for U.S. spot Bitcoin ETFs.

The next two weeks confirmed that flows are usually not a one-way enter. CoinShares recorded a swing to $3.17 billion of internet inflows, adopted by a reversal to $513 million of internet outflows, together with a single-week Bitcoin outflow of $946 million.

During the last two days alone, $958 million has exited US Bitcoin ETFs, with $290 million leaving BlackRock on October 30.

That cadence is per the power-law framing, the place transitory demand surges or air pockets push value towards the higher or decrease rails over weeks, whereas the long-run trajectory is anchored to the time-based energy curve. October highs have been tied to the breakout wave of ETF subscriptions, which are actually a visual macro lever for crypto demand.

The ahead query, due to this fact, will not be whether or not the power-law construction nonetheless applies, however the place inside the channel Bitcoin will commerce over the following leg.

A base-case path retains the value oscillating across the regression, at present close to $136,100, with a dampened amplitude if the volatility decay property holds.

A bull-case path would see continued ETF inflows and benign macro situations pull the value towards the higher resistance, close to $491,800 at this time, which prior cycles reached throughout late-stage runs.

A bear-case state of affairs would come up from macro tightening, a regulatory shock, or persistent ETF outflows that drive a retest of the decrease rail close to $48,300. This stage has traditionally seen capitulation wicks earlier than reentry into the channel.

These ranges rise with time because the exponent on days since genesis compounds. The rails are directional guardrails, not fastened targets.

For readers monitoring ranges at a look, the reside mannequin ranges are:

MeasureDegree
Spot value≈ $109,700
Honest-value regression≈ $136,100
Assist (ground band)≈ $48,300
Resistance (higher band)≈ $491,800

The controversy over mannequin selection is formed by the breakdown of the once-popular Inventory-to-Move strategy.

PlanB’s S2F path referred to as for $98,000 by November 2021 and $135,000 by December 2021, targets that weren’t met.

The worth then spent years under the S2F trajectory, an out-of-sample failure that weakened confidence in utilizing a univariate stock-to-flow ratio to set deterministic targets.

Vitalik Buterin has criticized S2F for offering false precision, and lots of analysts have recognized methodological points, together with overfitting, the omission of demand and liquidity variables, and the therapy of halvings as step-wise valuation shifts that don’t account for market microstructure.

Institutional researchers proceed to warning that S2F will not be a dependable device for long-term pricing. That leaves S2F as a shortage narrative somewhat than a forecasting mannequin.

Inventory-to-Move Bitcoin Mannequin (Supply: BiTBO)

Energy-law adherents, against this, argue that the cycle size and amplitude might be bounded with out hard-dating outcomes.

yourcryptonewstoday has beforehand outlined broad home windows wherein Bitcoin wouldn’t maintain costs under roughly six figures after 2028 and will, sooner or later between 2028 and 2037, contact the seven-figure mark.

These are ranges, not calendar calls, and so they inherit the identical caveats as any mannequin that ignores coverage shocks or structural modifications in market entry.

The brand new structural change is ETF circulation, which features as a requirement valve that may overpower the marginal issuance cuts that halvings encode.

Sustained weekly spot inflows above $2 billion to $3 billion would increase the percentages of an upper-band check, whereas persistent outflows would improve the chance of a regression or ground retest.

Macro liquidity, together with the trail of charges, the greenback, and central financial institution steadiness sheets, nonetheless takes heart stage in figuring out whether or not the value holds above the regression or drifts towards the decrease rail. That macro overlay is absent in S2F and is just not directly current within the power-law match, which is why practitioners monitor flows and coverage alongside the channel.

Technique readability is essential given the mannequin’s growing use in institutional decks.

The facility-law channel is constructed by taking day by day BTCUSD closes, reworking them to log(value) versus log(time since genesis), becoming a easy linear regression because the fair-value curve, after which copying that line up and down in parallel to kind resistance and assist that traditionally enclose the value.

The class lies in its manufacturing of a monotonically rising, time-based framework with a visual margin of error, which, to date, has captured cycle extremes with out claiming to know the date or magnitude of future blow-offs.

The fee is that it doesn’t mechanistically incorporate identified drivers, corresponding to ETF demand or liquidity cycles, which have to be monitored to know the place inside the channel value is more likely to reside within the close to time period.

For now, the reside learn is easy. Value sits about one-fifth under the regression, effectively above the ground, with ETF flows and macroeconomic situations figuring out whether or not Bitcoin tags the higher band or fades towards assist earlier than reverting to the imply.

The channel continues to rise with time, and the rails outline the tradable map.

Talked about on this article

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