Valuation · Bitcoin & Ethereum
The Log Regression Band, explained
Price plotted against a fair-value curve fitted across an asset’s entire history, split into six valuation zones — and one of the weighted inputs behind both the Bitcoin and Ethereum Heatmeter.
- Formula
- 10^(a·ln t − b)
- Bitcoin weight
- 11/100
- Ethereum weight
- 9/100
- Fitted assets
- 2
the shape of all four band lines
in the Bitcoin Heatmeter composite
fitted to Ethereum, Ethereum Heatmeter
Bitcoin (2009) and Ethereum (2014) only
What is the Log Regression Band?
A chart that plots an asset's price inside a channel of four fitted lines: a cycle-top pair above and a cycle-bottom pair below. Where price sits inside that channel becomes a 0–100 risk score, and a separate calculation on the same page also sorts price into one of six named valuation zones.
It's available for two assets, each fitted to its own history rather than sharing one universal curve: Bitcoin, anchored to its 2009-03-01 genesis, and Ethereum, anchored to its 2014-12-03 launch.
How are the four band lines built?
Every line on the chart follows the same shape: value = 10^(a·ln(t) − b), where t is the number of days since the asset launched, and a (how steeply the line climbs) and b (how high it starts) are settings fitted separately for each asset. Four lines, two pairs of settings:
For Bitcoin: the upper pair (cycle-top) uses a = 1.93 with b = 11.3 and 11.5; the lower pair (cycle-bottom) uses a = 2.5 with b = 16.9 and 17.1. For Ethereum: the upper pair uses a = 0.79 with b = 2.5 and 2.65; the lower pair uses a = 1.38 with b = 8 and 8.3.
One thing to know about the names: because the two pairs are fitted with different slopes, the lines are not guaranteed to keep their current order forever — far enough into the future, they can cross each other. That is a known limit of any model whose settings are fixed in advance.
How does price become a 0–100 risk score?
The four band values for today's date are sorted from lowest to highest — by value, not by name, precisely because the lines can change places over time. Price at or below the lowest line scores 0. Price at or above the highest line scores 100. Anywhere in between, the score climbs smoothly, and only ever upward, as price passes each successive line.
That's an evenly divided scale, not one stretched to hug the extremes — the same design used on this platform's Rainbow Chart. A genuine cycle top can register well short of 100 rather than pinning at the ceiling, because reaching 100 requires price to be at or above the single highest fitted line, not merely "high."
Has it ever been wrong?
The bands are fitted to cycle highs and lows that have already happened, which carries the structural risk any such model carries: a future cycle that sets a genuinely new high or low would sit outside what the current settings describe, until the fit is revisited. Ethereum's fit in particular rests on a shorter history — fewer completed cycles — than Bitcoin's.
Two different numbers live on this page — don’t mix them up
The 0–100 risk score is price’s position between the four fixed band lines. The "signal zone" label (Deep value → Euphoria) comes from a completely separate calculation — a fresh best-fit trend line drawn through all of price history, with today’s price measured against how far it usually strays from that line. Only the first number feeds the heatmeters.
The band lines are not guaranteed to stay in order forever
The upper (cycle-top) and lower (cycle-bottom) band pairs are fitted with different slopes. Because the slopes differ, the four lines can cross each other far enough into the future — a known limit of any model whose settings are fixed in advance.
Only Bitcoin and Ethereum have their own fit
The bands are fitted per asset from each coin’s own price history, and Bitcoin and Ethereum are the only two that have one. Ask for any other coin and the chart shows Bitcoin’s — no coin is ever scored against bands that were not fitted to it.
Ethereum’s fit rests on far less history than Bitcoin’s
Bitcoin’s bands are anchored to a 2009 genesis and have absorbed multiple full cycles. Ethereum’s are anchored to its 2014 launch — a shorter run with fewer completed cycles to fit against, so its band shape is inherently less battle-tested than Bitcoin’s.
What's this second number, the "signal zone"?
Alongside the four fixed bands, the chart runs a completely independent calculation: one best-fit line drawn through every point in the price history, following the same shape of curve (log₁₀(price) = a·ln(days) − b) but with its two settings solved from the data rather than fixed in advance. That gives a single fair-value line, plus a measure of how far price typically strays from it — one standard deviation.
Today's distance from that fair-value line, counted in standard deviations, is the "signal sigma." It gets sorted into six named zones — Deep value, Undervalued / Accumulation, Fair value, Elevated, Overheated, and Euphoria / Cycle top — at fixed cut-points of −1.5, −0.5, 0.5, 1.5 and 2.5 standard deviations.
This is genuinely a second, independent measurement, not a relabeling of the first. The 0–100 risk score places price against the four fixed bands; the signal zone places price against a freshly fitted trend line and its own spread. The two usually agree in broad strokes, but they are not worked out from the same inputs and can diverge — and only the first one, the 0–100 risk score, is what feeds either heatmeter.
The band score asks "where does price sit inside four fixed lines?" The signal zone asks "how far is price from its own trend, by its own usual standards?" They live on the same chart and answer different questions.
How do you read the chart?
Watch which zone price is in, not just the raw price. The chart also surfaces price's percentage distance to the fair-value line and the remaining upside to the cycle-top line — both derived from the same underlying fits described above, not separate calculations.
A reading near 100 has historically meant "near the cycle-top band," not "guaranteed peak." Because the scale is evenly divided across four lines rather than stretched to the extremes, the score can sit well short of 100 even during genuinely euphoric conditions.
Where it fits
The Log Regression Band is a weighted input to both cycle composites on this platform, not only a chart of its own. It carries a default weight of 11 / 100 in the Bitcoin Heatmeter and 9 / 100 in the Ethereum Heatmeter — among the higher weights in either 14-indicator roster — and in both cases the exact figure the composite uses is the 0–100 band-position risk score described above, not the signal zone.
On the Ethereum side it's also one of only five inputs that are Ethereum's own: measured on Ethereum's price history, rather than borrowed from Bitcoin's reading the way roughly half of that Heat Meter's other components are. We adjust those weights as the indicators are re-tested. In neither Heat Meter does this indicator alone decide the score; it's one voice, a comparatively loud one, in a panel of fourteen.
Common questions
What is the Log Regression Band?
A chart that plots an asset’s price against a fair-value curve fitted across its entire trading history, bounded by a cycle-top band above and a cycle-bottom band below. It’s available for Bitcoin and Ethereum, each fitted to its own price history rather than sharing one curve.
How does the band formula actually work?
Each of the four band lines follows value = 10^(a·ln(t) − b), where t is the number of days since the asset launched, and a and b are two settings fitted separately for each asset. Bitcoin is anchored to 2009-03-01 with an upper band pair at a=1.93 (b=11.3 / 11.5) and a lower band pair at a=2.5 (b=16.9 / 17.1). Ethereum is anchored to 2014-12-03 with an upper pair at a=0.79 (b=2.5 / 2.65) and a lower pair at a=1.38 (b=8 / 8.3).
What’s the difference between the risk score and the "signal zone" label?
They come from two independent calculations that happen to live on the same chart. The 0–100 risk score places today’s price between the four fixed band lines — 0 at or below the lowest line, 100 at or above the highest, and spread evenly between them. The signal zone (Deep value, Undervalued/Accumulation, Fair value, Elevated, Overheated, Euphoria/Cycle top) instead comes from a fresh best-fit trend line drawn through the entire price history, with today’s price measured against how far price typically strays from that line. A reading can sit mid-pack on one scale and near an extreme on the other — they are not the same measurement restated.
Is the Log Regression Band actually used in the Bitcoin and Ethereum Heatmeters?
Yes. It carries 11 out of 100 in the Bitcoin Heat Meter and 9 out of 100 in the Ethereum one, and what feeds both is the 0–100 risk score described above, not the signal zone. On the Ethereum side it is one of only five inputs measured on Ethereum’s own price history rather than carrying Bitcoin’s reading. We adjust those weights as the indicators are re-tested.
Can you use this chart for coins other than Bitcoin and Ethereum?
No. The bands have only been fitted for Bitcoin and Ethereum. Ask for any other coin and the chart shows Bitcoin’s, rather than scoring that coin against bands never fitted to it.
Has the Log Regression Band model ever been wrong?
Its settings are fixed, and they were fitted to cycle highs and lows that have already happened. That carries the same structural risk as any such model: a future cycle that sets a genuinely new extreme would sit outside the bands the current settings describe, until they are fitted again. There is a related limit too — because the upper and lower band pairs are fitted with different slopes, they are not guaranteed to stay in their current order indefinitely.
Related guides
Others in price & cycle models — What price is doing relative to its own history, trend and long-run models.
- Rainbow ChartThe same long-run trend line drawn as nine coloured bands, from deep value to bubble territory.
- Golden Ratio MultiplierPrice against multiples of the 350-day moving average, a ladder that has caught intermediate cycle highs.
- 200-Week MA HeatmapHow far price sits above its 200-week average — a floor Bitcoin has only briefly traded under, at the deepest lows.
- MVRVWhat every Bitcoin is worth today against what it last changed hands for — a read on collective paper profit.
- Reserve RiskHow patient long-term holders are against the price they could sell at — cheap when they hold through a rally.
Every indicator we track — the full glossary.
See where it stands right now
Everything above is how the bands are built. The live chart plots price against a fair-value curve fitted across each coin's whole history, split into valuation zones. The same band score is weighed into the Bitcoin Heat Meter at 11%, and the Ethereum Heat Meter runs its own Ethereum-fitted version at 9%.