Reviewed Sector Strategy Model

This deterministic table summarizes equity momentum, bond-sector health, breadth, confirmation and stock-selection z-rank mode used for the sector allocation call.

Underweight sectors
Sector	Role	Stance	Score	Equity YTD	Bond YTD	Confirmation	Breadth	Z-rank mode
Health Care	stock_only	Underweight	-0.63	-0.60%	n/a	0.00	1.13	reverse
Industrials	cross_asset	Underweight	-0.78	-0.96%	-1.34%	-1.00	2.00	direct
Utilities	cross_asset	Underweight	-0.94	-2.61%	-1.41%	-1.00	0.80	neutral
Consumer Staples	cross_asset	Underweight	-1.13	-8.19%	-1.47%	-1.00	1.00	reverse
Consumer Discretionary	cross_asset	Underweight	-1.14	-8.87%	-1.83%	-1.00	1.30	reverse
Real Estate	cross_asset	Underweight	-1.16	-12.48%	+1.47%	-1.00	0.28	direct
Communication Services	cross_asset	Underweight	-1.32	-5.72%	-6.67%	-1.00	0.61	neutral

Selected neutral sectors
Sector	Role	Stance	Score	Equity YTD	Bond YTD	Confirmation	Breadth	Z-rank mode
Technology	cross_asset	Neutral	0.33	+14.05%	n/a	0.00	1.79	direct
Energy	cross_asset	Neutral	0.10	+30.95%	+1.87%	-1.00	0.45	direct
Materials	cross_asset	Neutral	-0.27	+1.68%	n/a	0.00	1.39	reverse
Financials	cross_asset	Neutral	-0.54	+5.17%	-0.22%	-1.00	2.00	neutral

MidLincoln Sector Strategy – October 2026

October 2026 was a broad risk-off month across MidLincoln cross-asset sectors, with every equity sleeve in the reviewed universe posting negative returns and most bond sleeves confirming the drawdown. Prior backfilled overweights in cyclicals and defensives alike faced mark‑to‑market pressure, reinforcing the need to lean into cross‑asset confirmation rather than single‑sleeve narratives.

The current model keeps a defensive, low‑conviction stance: no cross‑asset overweights, a cluster of underweights in rate‑sensitive and consumer sectors, and neutrals where equity momentum and bond signals diverge. The ML Technology Equity Index returned -1.51% in October 2026, while ML Technology Bond Index returned n/a in October 2026, underscoring that leadership narrowed but did not fully reverse, even as cyclicals such as Financials and Materials corrected sharply.

Top Overweights – None; Focus on Relative Neutrals

The model currently carries no positive total‑score overweights in cross‑asset sectors. Instead, sector risk is concentrated in relatively “least bad” neutral sleeves where equity and bond evidence are mixed rather than synchronously negative.

Sector	Role	Stance	Total Score	Equity Index Return October 2026	Bond Index Return October 2026	Equity Breadth (Stocks)	Bond Breadth (Bonds)
Technology	Cross-asset	Neutral	+0.33	-1.51%	n/a	329	0
Energy	Cross-asset	Neutral	+0.10	-3.14%	-2.63%	96	176
Materials	Cross-asset	Neutral	-0.27	-9.69%	n/a	227	0
Financials	Cross-asset	Neutral	-0.54	-8.61%	-2.33%	470	521

Within Technology, the ML Technology Equity Index returned -1.51% in October 2026, while ML Technology Bond Index returned n/a in October 2026, leaving equities as the sole signal. Breadth remains robust at 329 stocks and top‑stock concentration is contained at 12.33%, supporting a neutral rather than underweight stance despite the month’s pullback.

Energy neutrality reflects a clash between still‑strong year‑to‑date equity performance and weakening bond confirmation. The ML Energy Equity Index returned -3.14% in October 2026, while ML Energy Bond Index returned -2.63% in October 2026, signaling that bond investors are now validating cyclical fatigue that was previously absent.

Materials and Financials both sit in the neutral bucket but with negative scores, primarily to avoid over‑penalising sectors that have already seen large equity drawdowns. The ML Materials Equity Index returned -9.69% in October 2026, while ML Materials Bond Index returned n/a in October 2026, and the absence of bonds leaves us reliant on inverted equity z‑ranks and relatively diversified breadth at 227 stocks.

In Financials, cross‑asset evidence is uniformly weak. The ML Financials Equity Index returned -8.61% in October 2026, while ML Financials Bond Index returned -2.33% in October 2026. Equity weakness was broad despite standout winners such as Brazil: BCO BTG PACTUAL UNT SA and Brazil: B3 BRASIL BOLSA BALCAO SA, while bond underperformance was concentrated in high‑beta names like United States: ACRISURE LLC 144A 2029 and United States: ACRISURE LLC 144A 2032, both among the worst bond performers.

Top Underweights

Underweights are clustered where equity and bond sleeves are jointly negative and breadth is sufficiently high to express a diversified under‑allocation: Communication Services, Real Estate, Consumer Discretionary, Consumer Staples, Utilities, Industrials, and the stock‑only Health Care sleeve (covered separately below).

Sector	Role	Stance	Total Score	Equity Index Return October 2026	Bond Index Return October 2026	Equity Breadth (Stocks)	Bond Breadth (Bonds)
Communication Services	Cross-asset	Underweight	-1.32	-6.28%	-6.66%	111	228
Real Estate	Cross-asset	Underweight	-1.16	-9.91%	-2.58%	82	37
Consumer Discretionary	Cross-asset	Underweight	-1.14	-8.36%	-4.19%	210	327
Consumer Staples	Cross-asset	Underweight	-1.13	-8.72%	-3.95%	159	75
Utilities	Cross-asset	Underweight	-0.94	-5.09%	-3.79%	132	125
Industrials	Cross-asset	Underweight	-0.78	-5.19%	-3.23%	410	817
Health Care	Stock-only	Underweight	-0.63	-6.09%	n/a	180	0

Communication Services exhibits one of the clearest risk‑off patterns: the ML Communication Services Equity Index returned -6.28% in October 2026, while ML Communication Services Bond Index returned -6.66% in October 2026. Negative confirmation from both sleeves and a moderate stock count of 111 support a structural underweight.

Real Estate is under pressure from both sides of the balance sheet. The ML Real Estate Equity Index returned -9.91% in October 2026, while ML Real Estate Bond Index returned -2.58% in October 2026, with dispersion extreme. On the equity side, winners such as China: POLY DEVELOPMENTS AND HOLDINGS GRO and United Arab Emirates: ALDAR PROPERTIES were overshadowed by deep drawdowns in Japan: DAIWA HOUSE INDUSTRY and United States: WEYERHAEUSER REIT. On the bond side, downside was driven by Belgium: ALEXANDRITE MONNET UK HOLDCO PLC 2031 and United States: MPT FINANCE CORP 2032, both among the weakest performers.

Consumer Discretionary remains a high‑beta underweight where both sleeves sold off. The ML Consumer Discretionary Equity Index returned -8.36% in October 2026, while ML Consumer Discretionary Bond Index returned -4.19% in October 2026. Equity winners such as China: ANHUI JIANGHUAI AUTOMOBILE CORP LT could not offset large declines in Canada: GILDAN ACTIVEWEAR and Italy: STELLANTIS. Bonds showed similar risk‑aversion, with Luxembourg: FLAMINGO LUX II SCA 2029 and United Kingdom: MOTION FINCO SARL 2030 among the sharpest losers despite isolated strength in Spain: GRUPO ANTOLIN IRAUSA SA 2028.

Consumer Staples underperformed in both equities and bonds despite usually defensive characteristics. The ML Consumer Staples Equity Index returned -8.72% in October 2026, while ML Consumer Staples Bond Index returned -3.95% in October 2026. On the equity side, Brazil: RAIA DROGASIL and Brazil: AMBEV SA delivered gains, but they were overwhelmed by drawdowns in Egypt: EASTERN CO. and United States: GENERAL MILLS INC. Credit weakness was concentrated in leveraged names such as United States: B&G FOODS INC 144A 2031 and Netherlands: FLORA FOOD MANAGMENT BV 2029.

Utilities and Industrials underweights reflect consistent cross‑asset negativity rather than idiosyncratic moves. The ML Utilities Equity Index returned -5.09% in October 2026, while ML Utilities Bond Index returned -3.79% in October 2026, and the ML Industrials Equity Index returned -5.19% in October 2026, while ML Industrials Bond Index returned -3.23% in October 2026. Both sectors show broad participation in the sell‑off, with large stock and bond breadth that allow underweights to be implemented without excessive single‑name risk.

Cross-Asset Confirmation and Divergence

Strong negative confirmation in Communication Services, Consumer Discretionary, Consumer Staples, Utilities, Industrials, and Financials. In each of these sectors, both the ML Sector Equity Index and the ML Sector Bond Index delivered negative returns in October 2026, justifying structural underweights or at most neutrals. For example, the ML Financials Equity Index returned -8.61% in October 2026, while ML Financials Bond Index returned -2.33% in October 2026, with bond stress most visible in United States: ACRISURE LLC 144A paper across 2029 and 2032 maturities.
Real Estate as a leveraged downside expression. The ML Real Estate Equity Index returned -9.91% in October 2026, while ML Real Estate Bond Index returned -2.58% in October 2026, combining deep equity drawdowns in names such as Japan: DAIWA HOUSE INDUSTRY with material bond weakness in Belgium: ALEXANDRITE MONNET UK HOLDCO PLC 2031. Cross‑asset confirmation is clearly negative, and breadth (82 equities, 37 bonds) provides enough names to express the underweight.
Energy and Technology as relative resilience without full confirmation. In Energy, the ML Energy Equity Index returned -3.14% in October 2026, while ML Energy Bond Index returned -2.63% in October 2026, a milder sell‑off than in most cyclicals but with bonds now aligning negatively, which argues against an outright overweight. In Technology, the ML Technology Equity Index returned -1.51% in October 2026, while ML Technology Bond Index returned n/a in October 2026, leaving the equity sleeve as the only signal; constructive but not strong enough for an overweight given cross‑asset incompleteness.
Sectors without bond sleeves (Materials, Health Care) rely on equity timing signals. Materials and Health Care have no active bond counterparts in the MidLincoln universe. The ML Materials Equity Index returned -9.69% in October 2026, while ML Materials Bond Index returned n/a in October 2026, and the ML Health Care Equity Index returned -6.09% in October 2026, while ML Health Care Bond Index returned n/a in October 2026. In both, the model leans on inverted equity z‑ranks and recent drawdowns to justify underweights rather than cross‑asset confirmation.
Backfilled model review points to cyclicals de‑risking. The reconstructed September 2026 model had overweights in Energy, Technology, Financials, Materials, and Health Care. Using realized October 2026 returns, these picks would have detracted: for instance, the previous overweight in Materials would have met a ML Materials Equity Index return of -9.69% in October 2026, while the prior overweight in Health Care would have faced the ML Health Care Equity Index return of -6.09% in October 2026. This backfill supports the current move to neutrals and underweights across cyclicals and growth defensives.

Health Care as a Stock-Only Sleeve

Health Care remains a dedicated stock‑only underweight, driven purely by equity signals and inverted stock‑picking z‑ranks, with no bond counterpart in the current MidLincoln universe.

The ML Health Care Equity Index returned -6.09% in October 2026, while ML Health Care Bond Index returned n/a in October 2026. Breadth is adequate at 180 stocks and top‑stock concentration is moderate at 13.66%, which allows the underweight to be implemented via diversified baskets rather than name‑specific calls.

Performance dispersion within the sector argues for active stock selection underneath the underweight. United States: ILLUMINA INC and United States: NATERA delivered strong gains, while France: ABIVAX SA and Denmark: NOVO NORDISK CLASS B were among the weakest performers. The model’s reverse z‑rank mode favours laggards selectively but keeps overall capital allocated below benchmark, consistent with the sector’s negative equity factor score.

Implementation Notes

Sector risk should be expressed via diversified, cross‑asset baskets where available, using stock‑picking modes (direct, neutral, reverse) to modulate intra‑sector risk without contradicting the top‑down stance.

Sector	Current Stance	Role	Stock-Picking Mode	Implementation Priority
Communication Services	Underweight	Cross-asset	Neutral	High – strong cross-asset negative confirmation; use both equities and bonds.
Real Estate	Underweight	Cross-asset	Direct	High – deep equity drawdown and weak credit; implement via diversified REITs and HY credit baskets.
Consumer Discretionary	Underweight	Cross-asset	Reverse	High – broad weakness; favour laggard equities selectively while keeping sector underweight.
Consumer Staples	Underweight	Cross-asset	Reverse	Medium – defensive label but negative cross‑asset returns; express mainly via bonds and low‑quality equities.
Utilities	Underweight	Cross-asset	Neutral	Medium – use both sleeves, with emphasis on duration‑sensitive credit.
Industrials	Underweight	Cross-asset	Direct	Medium – breadth is high; tilt against the sector via index futures and corporate bonds.
Technology	Neutral	Cross-asset	Direct	Medium – maintain benchmark weight; use positive z‑ranks to concentrate in stronger names.
Energy	Neutral	Cross-asset	Direct	Low – avoid significant active bets while equity and bond signals conflict.
Materials	Neutral	Cross-asset	Reverse	Low – equity only; use laggard bias cautiously in a weak tape.
Financials	Neutral	Cross-asset	Neutral	Low – broad breadth suggests using passive weights while avoiding high‑yield bond outliers.
Health Care	Underweight	Stock-only	Reverse	Medium – express via equity underweight, with selective exposure to fundamentally improving laggards.