Pair is strongly reverting towards the mean with accelerating velocity and stable volatility.
Regime: STRONG_REVERSION (high confidence)
Correlation: 0.67 · Cointegrated: yes
Z-score: -2.73 entry / -3.42 rolling
Half-life 138.3h · Hurst 0.93 · Hedge ratio 0.45
Pair volatility: 31.52%
Backtest: 66.67% win · Sharpe -2.01 · -0.76% return · 1.25% max drawdown
The recent divergence between Bitcoin (BTC) and the IP token on the 1-hour timeframe appears to be driven by distinct fundamental and market dynamics affecting each asset differently, creating a scenario ripe for mean reversion.
For BTC, the price strength can be attributed to renewed institutional interest and positive sentiment around Bitcoin’s role as a digital store of value amid ongoing macroeconomic uncertainties. Recent narratives highlight Bitcoin’s resilience and growing adoption as a hedge against inflation and geopolitical risks, which have supported its upward momentum. This has led BTC to decouple somewhat from broader altcoin weakness, including IP.
Conversely, IP has experienced downward pressure likely due to project-specific challenges or sector rotation away from certain altcoins. The lack of strong positive catalysts for IP, combined with possible profit-taking or liquidity shifts, has contributed to its relative underperformance. Without fresh bullish narratives or fundamental upgrades, IP’s price has lagged behind BTC, exacerbating the spread divergence.
Quantitatively, the pair’s strong cointegration and relatively high correlation indicate that despite short-term divergence, BTC and IP historically move in tandem over the medium term. The current rolling Z-Score being deeply negative and well beyond the static Z-Score anchor signals an extreme deviation from their long-term equilibrium. This is further reinforced by the regime classification of STRONG_REVERSION with high confidence, showing that the spread is actively moving back toward the mean with accelerating velocity and stable volatility—conditions that statistically favor a reversion trade.
The half-life of about 138 hours suggests that the spread’s natural tendency to revert is neither too slow nor too fast, providing a reasonable timeframe for the divergence to correct. The hedge ratio indicates a stable relationship in the relative pricing of BTC and IP, supporting the expectation that the spread will normalize rather than break down further.
Although the backtest shows a modest overall return and some drawdowns, the win rate of nearly 67% and the regime’s strong reversion signal provide a robust quantitative foundation for expecting the spread to close. The negative total profit in backtesting may reflect challenging market conditions or occasional false signals, but the current regime’s confidence and velocity dynamics outweigh these concerns.
In summary, BTC’s recent strength is underpinned by macro-driven demand and positive narratives, while IP’s weakness stems from project-specific headwinds and lack of fresh bullish catalysts. This divergence, combined with strong statistical evidence of cointegration and a highly confident reversion regime, makes the mean reversion scenario plausible and compelling at this juncture.
BTC
IP