Methodology: Why these metrics: Gross Margin is the immediate separator between platform compounders and legacy telecom — Meta/Alphabet at 80%+ vs AT&T at 55% identifies the right business model instantly without needing to analyze the narrative. ROIC confirms the platform economics are real and self-reinforcing — network effect businesses should sustain 25%+ ROIC indefinitely. AF Composite momentum confirms the market is recognizing the thesis — platform compounders in early recognition phases score highest. Ranked by GQM (Growth × Quality × Momentum) because this is the most bifurcated sector: GQM separates platform compounders from structurally declining legacy names.

Methodology: Why these metrics: Gross Margin reveals brand strength and pricing power — a strong discretionary brand can hold margins through consumer downturns. ROIC shows the capital efficiency of the business model — high ROIC retailers (COST, HD) compound value far better than low-ROIC commodity players. P/Sales is manipulation-resistant and works across both profitable and growth-stage discretionary businesses. Ranked by GARP (Growth at Reasonable Price) because discretionary rewards growing brands at fair multiples — pure value catches structurally declining retailers, pure growth catches peak-cycle names.

Methodology: Why these metrics: The holy trinity of QARP staples analysis. Gross Margin = pricing power durability — can the brand raise prices above inflation? ROIC = franchise quality — the best staples companies (COST, MNST, SHW) sustain 20-25%+ ROIC across full economic cycles. FCF Margin = real cash generation — staples investors are buying steady cash flows, not growth optionality. All three should be above sector median for a genuine QARP candidate. Ranked by QARP (Quality at Reasonable Price) because staples are mature businesses where franchise durability and FCF matter far more than growth rate.

Methodology: Why these metrics: EV/EBITDA for normalized cycle valuation — never use trailing earnings at commodity price peaks; normalize to mid-cycle prices. FCF/Debt (free cash flow relative to total debt) is the key solvency signal — companies generating >20% of their debt in annual FCF can survive extended commodity downturns without refinancing risk. Net Debt/EBITDA confirms balance sheet resilience at the trough — the sector bifurcation between traditional O&G (cyclical) and new energy infrastructure (CEG, VST — nuclear/AI power demand) is visible here. Ranked by Value × Momentum — Energy is the purest capital cycle sector; momentum confirms the turn before fundamental metrics improve.

Methodology: Why these metrics: P/Book (P/B) is THE primary valuation metric for banks — asset-based businesses should trade near book value; below 1x = distressed, above 2x = premium franchise. ROA (Return on Assets) is the leverage-neutral profitability measure — banks with ROA >1% are strong operators regardless of how they are capitalized. Earnings Quality (OCF/Net Income ratio) catches banks inflating income through reserve releases. Ranked by Value × Momentum because standard Financial Strength metrics unfairly penalize banks for structural leverage — debt is their raw material, not a risk signal.

Methodology: Why these metrics: Gross Margin separates medtech/diagnostics (70%+) from pharma — the higher the gross margin, the more durable the franchise. Interest Coverage is critical because a patent cliff or clinical failure on a levered company is existential — cover ratio <3x is a red flag. FCF Margin confirms the annuity-like recurring revenue model (consumables, reagents, services). Ranked by Fortress (Quality + Financial Strength) because healthcare bifurcates between durable franchises (ISRG, IDXX, DHR) and binary biotech — Fortress filters out the speculative names.

Methodology: Why these metrics: ROIC is the through-cycle quality signal — mid-cycle ROIC >15% identifies a genuine industrial franchise vs. a commodity contract manufacturer. ROCE (return on capital employed) separates companies with real pricing power from those competing purely on cost; industrials with strong ROCE typically have some form of moat (brand, niche, network). Net Debt/EBITDA is critical — industrials carry heavy capex cycles and over-levered names get crushed at trough; conservative balance sheets survive and compound. Ranked by Alpha Trifecta (Value + Quality + Momentum) because industrials is the most heterogeneous sector — Trifecta surfaces CPRT/HEI/WM-type names across all sub-industries.

Methodology: Why these metrics: EV/EBITDA on normalized earnings is the only honest valuation metric for materials — trailing P/E at commodity peaks gives a systematically wrong picture. Net Debt/EBITDA is the survival metric — over-levered materials companies go bankrupt at commodity troughs when earnings collapse; conservative balance sheets survive and take share from distressed peers. ROIC reveals whether the company is a genuine cost-advantage operator or a commodity price-taker — cost-curve leaders sustain ROIC above cost of capital even at trough. Ranked by Value × Momentum because materials is capital-cycle-driven — momentum confirms the turn before fundamental metrics improve.

Methodology: Why these metrics: P/Book (P/B) is the asset-based valuation standard for REITs — they should trade near NAV (net asset value); significant premiums require exceptional asset quality or growth. Interest Coverage is existential for REITs — the entire model is borrowing at X% and deploying at X+Y%; when coverage drops below 2x the model breaks. FCF Margin approximates FFO (Funds From Operations) since formal FFO data is unavailable in our tables — it filters out REITs whose distributable cash is weaker than reported earnings suggest. Ranked by Fortress (Quality + Financial Strength) because the balance sheet IS the REIT product — over-leverage was existential in 2008 and 2022.

Methodology: Why these metrics: Gross Margin is the primary moat signal for tech — SaaS best-in-class is >75%. FCF Margin shows real cash efficiency after SBC pressure. ROIC confirms the return on invested capital exceeds cost of capital — the franchise quality test. Ranked by Quality × Momentum because tech is winner-take-most: high-ROIC compounders with price confirmation beat speculative names over time.

Methodology: Why these metrics: Interest Coverage is the primary solvency signal for regulated utilities — thin regulated margins cannot absorb high interest expense; coverage <3x is a warning. Net Debt/EBITDA confirms balance sheet health — utilities with >5x leverage are rate-cycle accidents waiting to happen (see 2022 utility drawdowns). YTD% is the hidden growth signal — in a sector dominated by bond-proxy slow-movers, nuclear/AI power names (CEG, VST) stand out sharply with dramatically higher YTD performance, revealing which utilities have transformed into secular growth stories. Ranked by Fortress (Quality + Financial Strength) — traditional utilities are balance-sheet-dependent; nuclear/AI power names score high on both quality AND financial strength so Fortress surfaces them naturally.