LDI Forecast



Bearish<—>Bullish



80% Confidence




Bullish Case: LDI sits near $1.325 with a history of mean-reversion; Helium AI flags +1.6% upside. Front-end IV remains elevated, but long-dated convexity is comparatively cheaper, suggesting favorable tail exposure if servicing/refi momentum persists and MSR volatility stabilizes. A rerate toward $1.60–$1.80 is plausible if refinancing activity improves and regulatory risk stays manageable. SPY vol surfaces imply persistent tail risk but potential for cross-asset hedges to perform as vol pressure moderates.




Bearish Case: Near-term tail risk remains elevated; high front-end IV and potential MSR/regulatory shocks keep downside plausible. A break toward $1.00–$1.10 could occur if funding stress or dilution materializes, with backwardation signaling downside pressure. SPY volatility could stay sticky, complicating hedges. The path remains uncertain, with downside risks outweighing mild upside if catalysts disappoint.




Potential Outcomes:
  1. Bull rerate to $1.70–$2.00: 18%
  2. Mean-reversion grind to $1.20–$1.50: 50%
  3. Tail shock below $1.00: 25%
  4. Sideways drift around $1.25–$1.40: 7%



May 15, 2026


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