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The semiconductor memory cycle has a timing problem. Sell-side consensus models for the DRAM supply-demand inflection largely ignore yield ramp realities, HBM wafer diversion, and the structural lag between capacity announcements and actual bit output. The gap between when the street expects the turn and when it actually arrives is where the trade lives. That timing gap is precisely what this Play quantifies. It models five supply-demand variables across SK Hynix, Samsung, and Micron — producing a probability distribution for when DRAM transitions from shortage to oversupply, not a single date. Here's what the Play covers: Inflection Probability Timeline The model produces a quarter-by-quarter cumulative probability curve for when supply-demand balance tips. Rather than anchoring on one date, it shows the full distribution — helping investors identify where consensus positioning diverges from modeled likelihood. Supplier Capacity Tracker Each of the three major DRAM producers carries different expansion timelines, yield curves, and long-term agreement lock ratios. SK Hynix leads on yield and speed; Samsung carries the largest absolute capacity delta but with slower ramp; Micron's Idaho fab represents a significant future supply addition. The Play tracks each supplier's effective supply contribution quarter by quarter. Scenario Analysis Four distinct scenarios — ranging from aggressive capacity ramp to prolonged supply tightness — allow investors to stress-test positioning under materially different industry conditions. Each scenario adjusts multiple variables simultaneously to capture how correlated shifts in demand and supply interact. Sensitivity Tornado Ten independent variables are ranked by their impact on inflection timing. Initial days-of-inventory dominates the total swing. HBM bit demand growth and wafer diversion ratio follow. The tornado chart makes clear which assumptions to monitor — and which are noise. DRAM Memory Inflection is now live on FUNDA for all subscribers.

FUNDA

13,076 views • 2 months ago