Bullish Case: AAON’s 76.19 price is depressed after a 46.4% 90-day decline, while Helium’s model projects +5.01%. The future-price density peaks near 75–80, with Helium assigning its largest probability to 75 (21.5%) and 80 (15.9%). Helium IV remains below market across listed maturities, potentially leaving room for volatility normalization alongside a recovery in demand, margins, or broader risk appetite.

Bearish Case: The bullish forecast is weakened by its -0.1 historical price correlation, very low eighth-percentile options volume, and 84% put-heavy flow. AAON remains 24.6% below one month ago and trades at 5.9 times book. Elevated downside uncertainty is visible in the volatility surfaces and long-dated IV near 60–63%; renewed order, margin, valuation, or macro pressure could push price materially below the density’s central cluster.

Potential Outcomes:

1. 40%: 45-day range $70–85; volatility stays elevated and price consolidates.
2. 25%: recovery above $85 if demand or margins improve.
3. 25%: decline to $60–70 from weak orders, earnings, or macro risk.
4. 10%: tail move below $60 or above $95.

Helium’s density is close to market, so these are calibrated scenario weights, not measured frequencies. Earlier bullish calls missed the subsequent collapse; earlier bearish risks identified vulnerability but overstated the path toward $130.

Trading Oracle:

AAON — Bullish Short Volatility: Premium Printer Put.

This fits the modestly bullish +5.01% model forecast, the density concentrated around $75–80, and Helium IV running below market by roughly 4–10 volatility points across maturities. The structure sells nearer-term premium while retaining farther downside convexity. Low volume, put-heavy flow, and the model’s weak historical correlation argue for small sizing and explicit event-risk review.

August 26, 2026