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

November 1, 2025
in Crypto Exchanges
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With S2F within the rearview, the reside power-law channel signifies that BTC is roughly 20% beneath honest worth, however ETF flows may push it to both excessive.

Bitbo’s implementation of Giovanni Santostasi’s mannequin locations the worth 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(worth) 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 straightforward to guage in reside markets. Bitcoin trades about 20 p.c beneath 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 worth 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 instances the curve, which is according to the current hole between spot worth and Bitbo’s decrease rail.

The specification consists of 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

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

The next two weeks confirmed that flows will not be 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 according to the power-law framing, the place transitory demand surges or air pockets push worth towards the higher or decrease rails over weeks, whereas the long-run trajectory is anchored to the time-based energy curve. October highs had been tied to the breakout wave of ETF subscriptions, which at the moment are a visual macro lever for crypto demand.

The ahead query, subsequently, just isn’t 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 worth oscillating across the regression, at the moment 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 worth towards the higher resistance, close to $491,800 in the present day, 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 degree 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:

MeasureLevelSpot worth≈ $109,700Fair-value regression≈ $136,100Support (ground band)≈ $48,300Resistance (higher band)≈ $491,800

The talk over mannequin alternative is formed by the breakdown of the once-popular Inventory-to-Stream strategy.

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

The worth then spent years beneath 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 just isn’t a dependable software for long-term pricing. That leaves S2F as a shortage narrative moderately than a forecasting mannequin.

Stock-to-Flow Bitcoin Model (Source: BiTBO)Stock-to-Flow Bitcoin Model (Source: BiTBO)
Inventory-to-Stream Bitcoin Mannequin (Supply: BiTBO)

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

CryptoSlate has beforehand outlined broad home windows by which Bitcoin wouldn’t maintain costs beneath 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, they usually inherit the identical caveats as any mannequin that ignores coverage shocks or structural adjustments in market entry.

The brand new structural change is ETF movement, 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 enhance the likelihood of a regression or ground retest.

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

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

The facility-law channel is constructed by taking each day BTCUSD closes, remodeling them to log(worth) 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 worth.

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

The associated fee is that it doesn’t mechanistically incorporate identified drivers, reminiscent of ETF demand or liquidity cycles, which have to be monitored to know the place inside the channel worth is prone to reside within the close to time period.

For now, the reside learn is simple. Value sits about one-fifth beneath the regression, nicely 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.

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