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AAOIActive

Will AAOI's inventory-to-quarterly-revenue ratio exceed 130% by Q2 2026?

Resolves August 15, 2026(147d)
IG: 0.48

Current Prediction

50%
Likely No
Model Agreement94%
Predictions9 runs
Last UpdatedMarch 20, 2026

Why This Question Matters

Inventory reserves rose from $3.4M to $9.7M with $9.4M in write-offs in FY2025. If 800G ramp is delayed while inventory builds, the ratio could indicate capital deployment risk. A declining ratio would signal healthy conversion of inventory into revenue; an increasing ratio signals potential write-down risk.

CAPITAL_DEPLOYMENT

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 47%55%Aggregate: 50%
Individual Predictions(9 runs)
opusRun 1
55%

Current ratio is 136% ($183M / $134.3M). For Q2, both numerator and denominator will grow. Inventory is likely to increase as 800G production ramps (raw materials, WIP) — perhaps to $200-220M. But if Q2 revenue reaches $180-200M (management's implied trajectory), the ratio could decline to 110-120%. The key swing: if revenue disappoints (stays at ~$150M) while inventory builds ($210M+), ratio exceeds 130% easily. If revenue accelerates, ratio improves. Slight lean YES given execution uncertainty.

Current ratio already at 136%Revenue must grow faster than inventory for ratio to improve800G ramp requires inventory buildup before revenue materializes
opusRun 2
48%

This is a function of the revenue ramp speed. If 800G qualifies and revenue jumps to $180M+ in Q2, the denominator expands rapidly while inventory may only grow modestly (production converts WIP to shipped product). The ratio could drop below 130% in this scenario. However, if 800G ramp is slow and the company continues stockpiling, the ratio stays elevated. It's essentially a bet on revenue ramp speed — which correlates with the 800G revenue question. Slight lean NO.

Revenue ramp speed determines the outcomeSuccessful ramp converts WIP to shipped product, reducing ratioCorrelation with 800G revenue question
opusRun 3
52%

The 800G production ramp creates a classic inventory build-then-convert pattern. In Q2 2026, AAOI will simultaneously be building raw material inventory for 800G/1.6T, holding WIP from new production lines, and (hopefully) shipping initial 800G units. The net effect depends on whether shipments offset new inventory additions. Given that management is targeting 500K units/month by year-end from 90K — they're actively building capacity, which requires inventory. Marginal lean YES.

Capacity building from 90K to 500K requires inventory investmentSimultaneous build and ship creates inventory uncertaintyNet effect depends on shipment velocity
sonnetRun 1
50%

True coin flip. The ratio was 136% at Q4 2025. Q2 revenue guidance isn't explicitly stated but implied to be higher than Q1 ($150-165M). If Q2 is ~$180M, inventory needs to stay below $234M to be at 130%. Given $183M current and active capacity expansion, $234M seems within reach but not guaranteed. The question essentially resolves to whether revenue growth outpaces inventory growth.

136% starting point — already above thresholdQ2 revenue at $180M allows up to $234M inventory for 130%Revenue growth vs inventory growth is the key variable
sonnetRun 2
55%

The inventory reserve trend is concerning: $3.4M to $9.7M reserves plus $9.4M write-offs. Product transitions (400G to 800G) create obsolescence risk for older inventory. If older CATV or 400G inventory needs to be written down while 800G inventory is building, the total could exceed $200M. Combined with modest Q2 revenue if 800G ramp is slow, 130% is likely exceeded. Slight lean YES.

Rising inventory reserves signal obsolescence riskProduct transition creates dual inventory pressureOlder product write-downs plus new product buildup
sonnetRun 3
47%

Management is aware of inventory concerns and may actively manage levels. If they prioritize lean inventory and 800G revenue ramps even modestly, the ratio could decline. The company's Q4 gross margin of 31.4% exceeded guidance — suggesting production efficiency improvements that could help convert inventory to sales faster. Marginal lean NO.

Management awareness of inventory concernsGross margin improvement suggests efficiency gainsActive inventory management possible
haikuRun 1
52%

Starting at 136%, the ratio needs revenue to grow faster than inventory. Capacity buildup requires inventory investment. If revenue disappoints, ratio stays high. Slight lean YES.

Starting above thresholdCapacity buildup requires inventoryRevenue must outpace inventory growth
haikuRun 2
48%

If Q2 revenue grows to $180M+ as expected, the denominator expansion could bring the ratio below 130% even with inventory growth. Revenue growth is the more powerful variable. Slight lean NO, conditional on revenue ramp.

Revenue growth is the dominant variable$180M+ Q2 revenue could bring ratio below 130%Conditional on revenue ramp success
haikuRun 3
50%

Genuinely uncertain. Both inventory and revenue will grow in Q2. The net ratio depends on which grows faster. Product transition creates dual pressure (old inventory risk + new inventory buildup). True coin flip.

Both numerator and denominator growingProduct transition creates dual pressureInsufficient information to distinguish

Resolution Criteria

Resolves YES if AAOI's total inventory divided by Q2 2026 quarterly revenue exceeds 1.30 (130%) as reported in the Q2 2026 10-Q.

Resolution Source

AAOI Q2 2026 10-Q balance sheet

Source Trigger

Inventory/revenue ratio at 40% of annual revenue ($183M/$456M); above 50% signals potential write-down risk

stress-scannerCAPITAL_DEPLOYMENTMEDIUM
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