Bullish Case: Helium's AI forecast is +7.44% with a bullish density tilt: Helium's PDF puts peak mass near $108-112, above spot $107, while market density peaks lower. Calls traded 44% more volume than puts, the Nov IV bump (~104% vs ~88% Oct) prices an earnings catalyst, and AI datacenter optical demand plus a 0.4 price/book leave room for rerating toward $115-120.

Bearish Case: AAOI is down 22.8% in 90 days with only 3 positive weeks in 10; market PDF masses below $100. Near-dated 100-strike puts at ~94% IV and heavy 110-120 call selling show distribution. Supply constraints, catalysts priced in, and 1% bearish risk skew argue the bounce from $96.74 stalls near $110-115.

Potential Outcomes:

1. 30%: +8-15% to $115-123 by Nov — earnings (late Oct/Nov 21 tenor, IV 99-104%) confirms hyperscaler orders; falsified if call IV collapses below 85% pre-event.
2. 30%: 0-5%, range $100-112; density mass sits here; IV stays ~88-95%.
3. 22%: -8-15% to $92-98 — order/guidance disappointment; put IV >95% and 100P volume confirm.
4. 12%: -15-25% below $90 — margin/dilution shock; far-wing IV (132% at 135C) spikes.
5. 6%: +15-25% above $125 on fresh 1.6T-order headlines; watch Jan-2028 260C activity.

September 23, 2026