Pair is reverting towards the mean, but either the movement is decelerating or volatility is elevated.
Regime: WEAK_REVERSION (medium confidence)
Correlation: 0.73 · Cointegrated: yes
Z-score: -1.37 entry / -1.87 rolling
Half-life 5.8h · Hurst 0.91 · Hedge ratio 0.61
Pair volatility: 33.92%
Backtest: 75.00% win · Sharpe 0.27 · 0.10% return · 0.77% max drawdown
Pair Analysis: Long RENDER / Short TAO
- Roll Z-Score: -1.87 (1h) / -2.66 (4h) / -1.16 (1d)
- Correlation: 0.73 (1h)
- Hedge Ratio (4h): 0.815 (Sizing: 55.1% RENDER / 44.9% TAO)
- Status: Both assets are tradeable on Hyperliquid (Core).
Analysis:
The pair is currently exhibiting a strong mean-reversion signal. The negative z-scores across all timeframes (most notably -2.66 on the 4h) indicate that RENDER is statistically "cheap" relative to TAO. Your stated direction (Long RENDER / Short TAO) is aligned with the quant-optimal direction derived from these z-scores, suggesting the trade is positioned to capture a convergence as the spread reverts to its mean.
Sentiment & Context:
- RENDER (Bullish): Sentiment is supported by the RNP-023 governance catalyst, which is expected to drive structural demand for GPU resources.
- TAO (Bullish): Despite recent volatility from the Covenant AI exit, the asset maintains strong institutional backing (e.g., Grayscale, Wormhole integration), which may limit downside despite the current relative richness.
Note: The 4h z-score (-2.66) is the most significant signal here, suggesting the pair is currently extended. As the snapshot is ~5 hours old, verify current price action to ensure the spread hasn't already begun to close before entry.
RENDER
TAO