BTC CYCLE ANALYZER
$74,343
$124,723 ATH -40.4% 12th percentile
CYCLE STAGE
Late Bear
2026-04-16
Price
$74,343
$124,723 ATH · -40.4%
Quantile Position
12th
Price/Median: 0.62x · PL: -0.79σ
Days Post-Halving
731
50% of ~4yr cycle
Cycle Stage
Late Bear
Regime & Signals

Regime Context

HMM Regime expanding-window, 5-seed avg
StateBear
Confidence100%
Markov Switching cross-check
Bear73%
Bull27%
Survival 4 events, step function
Time to next eventBear wk 28 | 20% of past bears were shorter
Qualitative context only. Cycle probs trained on ~24 positives (4 cycles). Walk-forward failed 2021/2022.

Directional Forecasts

XGBoost 26W Bullish
pruned 7-feat, walk-forward OOS
XGB 26W forecast
79%
Quarter-Kelly long size6%
Cycle Detection — L1 Logistic Bullish
L1-regularized, linear, expanding-window
L1: P(Bear ending)
62%
±90% CI: 55–65%
L1: P(Bull ending)
22%
±90% CI: 15–32%
Cycle Detection — XGBoost Mixed
walk-forward, on-chain + macro features, non-linear interactions
XGB: P(Bear ending)
17%
XGB: P(Bull ending)
3%
Ensemble (L1 + XGB avg) Mixed
higher conviction when both models agree
Ensemble: P(Bear ending)
40%
Ensemble: P(Bull ending)
13%
Positions
XGBoost 26-Week Return
Walk-forward OOS · Sharpe 0.96 · P(+26w): 79% · Kelly: 6%
LONG
⚠️ HMM/Cycle: trained on 4 cycles (~24 positives), walk-forward failed 2021/2022. XGB 26W: honest OOS, 71.7% hit rate, Sharpe 0.96. Weight accordingly.
Cycle Commentary AI

Bitcoin trades at $74,343 as of April 16, 2026 — the 12th percentile of its historical quantile distribution, 40% below the October 2025 ATH of $124,723. Price sits at 0.62x the quantile model's median path ($118,970), a deep discount to the power-law centerline.

Regime models are unanimous: bear market. HMM reads 100% bear confidence, cycle stage Late Bear. This is week 28 since the October 2025 top.

The 26-week XGBoost return model (walk-forward, no lookahead) shows 79% probability of positive 6-month returns — a strong bullish signal on the medium term. The model is driven by power-law valuation and cycle timing.

Cycle detection models diverge on the bottom call. The L1 expanding-window model reads 62% P(bear ending) — elevated but below the 70% action threshold. The XGBoost cycle detector reads 17% — it sees non-linear feature interactions (on-chain flows, macro conditions) that suggest the bear isn't finished. No model agreement on a bottom signal.

The XGB cycle top detector reads 3% — effectively zero. No top risk at current levels.

Bottom line: deep structural value (12th percentile, 0.62x median), bear regime confirmed but mature, and a strong 6-month outlook. The tension is between the 26-week model's conviction (79% bullish) and the cycle bottom detector's caution (no agreement). Kelly fraction suggests 6% position sizing.

Analysis & Charts

BTC Price — Quantile Model

Daily · Log scale · 999-quantile bands · Oscillator · HMM states

BTC Price 50% Median

Cycle Probabilities

L1 Logistic · P(top forming) · P(bottom forming) · Power-law channel · HMM states

BTC P(Bull End) P(Bear End) Accumulation Markup Distribution Bear

XGBoost 26-Week Return Forecast

Walk-forward · 7 features · retrained every 13 weeks

BTC PriceP(+26w return)

Cycle Top/Bottom Detection

XGB walk-forward + L1 expanding-window

BTC Price XGB Top XGB Bot L1 Top L1 Bot
Data: CryptoCompare · CoinMetrics · FRED · Blockchain.com · Alternative.me Models: HMM · L1 Logistic · XGBoost · Markov Switching · Kaplan-Meier