Reversion Brief
AI Infra Washout · single-name mean-reversion · September 15, 2026 Β· 9:32 AM ET
Reversion Brief Β· AI Infra

AI Infra Washout

Single-name mean-reversion in the de-grossed AI infrastructure right tail
Verdict Β· BUY the washout (basket, top names) Basket edge Β· 68% / +5.9% @21d Ratio fade FAILS β€” do the names As of 2026-09-15

Why it registers

The GS desk called Sep 14 a de-grossing of the AI-infrastructure right tail β€” electrical, power, cooling, optical and data-center names fell 500–800bps beyond expectation, "the baby went out with the bathwater." The tempting trade is to fade the winners-vs-infra ratio, but that fails the forward test (AIWIN/AIRISK is a momentum ratio, not a reversion one β€” shorting it at these extremes has lost, badly, in the current regime). The edge is one level down: in the individual names. A single infra name that washes out in one session has reliably bounced β€” buying the NAME the day after a bottom-decile drop, across this group, wins 68% of the time for a +5.9% median at 21 sessions. That is where the "oversold" thesis actually pays.

The setup today

Across the 21 de-grossed infra names, this ranks each one's own washout-reversion history: buy the close the day AFTER a bottom-decile down day, hold ~3 weeks. The leaders β€” DELL, ANET, GEV, LITE, CIEN, APH β€” carry 69–71% win rates with +4.7% to +7.0% medians. Click any row to see that name's forward-path distribution. Data through 2026-09-15 (the daily EOD bar lags a session, so the live 1-day moves land shortly).

The evidence β€” every de-grossed name, ranked by 21-day reversion

The top six as an equal-weight washout basket: +5.9% median / 68% win at 21 sessions, +3.4% / 65% at 10 β€” a genuine reversion drift, not one fat tail. The green rows clear a 55% / +3% bar. Samples vary (names like GEV/CRDO/ALAB have shorter public histories); treat the deep-history names (CIEN/ANET/HUBB/ETN, n>400) as the most robust and the young ones as directional.

NamePxWashouts+10d+21d
DELL549.3814468%+3.82%69%+7.05%chart β€Ί
ANET191.9814664%+2.86%68%+6.55%chart β€Ί
GEV886.725966%+4.40%71%+6.20%chart β€Ί
LITE847.7614263%+4.44%65%+6.10%chart β€Ί
CIEN324.5914362%+2.44%62%+4.87%chart β€Ί
APH78.5914665%+2.21%71%+4.71%chart β€Ί
MOD183.4914758%+2.73%62%+4.65%chart β€Ί
PWR624.6914568%+4.21%68%+4.43%chart β€Ί
CRDO151.9611256%+1.79%57%+3.70%chart β€Ί
HUBB444.514664%+1.29%64%+3.38%chart β€Ί
NVT150.2114671%+3.63%63%+3.34%chart β€Ί
VRT242.2114560%+2.70%56%+3.25%chart β€Ί
TLN289.08164%+4.31%63%+2.64%chart β€Ί
ETN399.7714566%+2.17%63%+2.43%chart β€Ί
VST142.2514855%+1.50%55%+2.25%chart β€Ί
CEG265.7811561%+2.08%57%+2.18%chart β€Ί
SMCI37.2214956%+3.65%52%+1.98%chart β€Ί
NRG108.9314359%+1.58%59%+1.84%chart β€Ί
COHR277.214458%+2.75%54%+1.60%chart β€Ί
POWL172.2314550%-0.07%52%+1.15%chart β€Ί
ALAB261.746058%+3.81%50%+0.19%chart β€Ί
win% (bold) Β· median bounce (grey) Β· green rows clear 55% / +3% Β· click a row to chart it

The trade

Structure β€” long the washout basket, equal-weight the top names. Rather than pick one, buy the 6-name basket of the best reversion candidates (DELL, ANET, GEV, LITE, CIEN, APH) the day after they wash out, sized equally. Hold β‰ˆ 2–3 weeks (the edge peaks near the 21-session mark). Expressed in shares β€” it is a reversion, not a convex bet. Size at ΒΌ-Kelly, capped at the house 0.75% NAV rule β†’ β‰ˆ $3,750 at risk on the 500k book, split across the names. Buy the deepest de-grossers within the leaders as they print.

Risk & discipline

TEF cross-check. Probability-first: a 68% / +5.9% basket edge with per-name evidence clears the bar. Stress-reversal: we are buying exactly the side that got obliterated β€” the de-grossed infra β€” which is the fund's stance. Exit-before-entry: invalidation is a name making a fresh lower low and holding it (the p25 adverse path runs to roughly -3.0% on the leaders); cut a name that keeps making new lows two sessions after entry. Risk budget: one ΒΌ-Kelly clip total, $3,750, split across the basket. Macro caveat (GS): rates and oil must stabilize before valuation reversions truly work β€” this is a tactical washout clip, not a risk-on bet, and GS himself says nothing needs to bounce immediately.

Forward-return test β€”

Every bottom-decile down day for the selected name, buying the next close and tracking 30 sessions forward. Median = heavy line, 25–75% band shaded, faint strands = sampled episodes.