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Agilent Technologies Inc (A)
SELL. 12-month probability-weighted target $133 (-13% vs spot). P/E Multiple explains 72% of Monte Carlo outcome variance.
Alcoa Corp (AA)
HOLD. 12-month probability-weighted target $49 (+0% vs spot). P/E Multiple explains 47% of Monte Carlo outcome variance.
American Airlines Group (AAL)
HOLD. 12-month probability-weighted target $15 (+10% vs spot). Gross Margin explains 55% of Monte Carlo outcome variance.
AAON Inc (AAON)
BUY. 12-month probability-weighted target $107 (+41% vs spot). Gross Margin explains 54% of Monte Carlo outcome variance.
Apple Inc. (AAPL)
SELL. 12-month probability-weighted target $271 (-13% vs spot). P/E Multiple explains 84% of Monte Carlo outcome variance.
AAPL: a real growth inflection — but the stock has already paid for it
iPhone +22%, China +30%, Services at a record. Real inflection — but triangulated fair value (~$279) sits just below spot. HOLD.
AbbVie Inc (ABBV)
HOLD. 12-month probability-weighted target $236 (-11% vs spot). P/E Multiple explains 84% of Monte Carlo outcome variance.
Airbnb Inc (ABNB)
SELL. 12-month probability-weighted target $142 (-25% vs spot). P/E Multiple explains 73% of Monte Carlo outcome variance.
Abbott Laboratories (ABT)
SELL. 12-month probability-weighted target $93 (-20% vs spot). P/E Multiple explains 66% of Monte Carlo outcome variance.
Arch Capital Group Ltd. (ACGL)
HOLD. 12-month probability-weighted target $97 (-3% vs spot). P/E Multiple explains 58% of Monte Carlo outcome variance.
Albertsons Companies (ACI)
BUY. 12-month probability-weighted target $22 (+93% vs spot). Gross Margin explains 78% of Monte Carlo outcome variance.
Aecom Technology Corporation (ACM)
BUY. 12-month probability-weighted target $81 (+24% vs spot). Gross Margin explains 61% of Monte Carlo outcome variance.
Accenture plc (ACN)
SELL. 12-month probability-weighted target $119 (-36% vs spot). Gross Margin explains 51% of Monte Carlo outcome variance.
Adobe Systems Incorporated (ADBE)
SELL. 12-month probability-weighted target $202 (-27% vs spot). P/E Multiple explains 89% of Monte Carlo outcome variance.
Agree Realty Corporation (ADC)
HOLD. 12-month probability-weighted target $82 (+10% vs spot). P/E Multiple explains 91% of Monte Carlo outcome variance.
Analog Devices Inc (ADI)
HOLD. 12-month probability-weighted target $380 (+2% vs spot). P/E Multiple explains 81% of Monte Carlo outcome variance.
Archer-Daniels-Midland Company (ADM)
HOLD. 12-month probability-weighted target $78 (+0% vs spot). Gross Margin explains 68% of Monte Carlo outcome variance.
Automatic Data Processing Inc (ADP)
SELL. 12-month probability-weighted target $222 (-22% vs spot). P/E Multiple explains 69% of Monte Carlo outcome variance.
Autodesk Inc (ADSK)
SELL. 12-month probability-weighted target $195 (-23% vs spot). P/E Multiple explains 91% of Monte Carlo outcome variance.
Ameren Corp (AEE)
HOLD. 12-month probability-weighted target $117 (+9% vs spot). P/E Multiple explains 53% of Monte Carlo outcome variance.
Advanced Energy Industries Inc (AEIS)
HOLD. 12-month probability-weighted target $280 (+2% vs spot). P/E Multiple explains 62% of Monte Carlo outcome variance.
American Electric Power Co Inc (AEP)
HOLD. 12-month probability-weighted target $136 (+11% vs spot). Gross Margin explains 52% of Monte Carlo outcome variance.
The AES Corporation (AES)
At $14.82 (30 July 2026) AES trades on roughly 6.4 times forward earnings against a merchant-utility peer median near 21 times. The market is pricing a leveraged builder whose $29.4B of net debt, not its contracted…
American Financial Group, Inc. (AFG)
HOLD. 12-month probability-weighted target $148 (+3% vs spot). Gross Margin explains 48% of Monte Carlo outcome variance.
Aflac Incorporated (AFL)
HOLD. 12-month probability-weighted target $122 (+3% vs spot). P/E Multiple explains 70% of Monte Carlo outcome variance.
AGCO Corporation (AGCO)
HOLD. 12-month probability-weighted target $111 (+1% vs spot). Gross Margin explains 57% of Monte Carlo outcome variance.
American Healthcare REIT, Inc. (AHR)
SELL. 12-month probability-weighted target $47 (-16% vs spot). Gross Margin explains 56% of Monte Carlo outcome variance.
American International Group Inc (AIG)
HOLD. 12-month probability-weighted target $72 (-7% vs spot). P/E Multiple explains 56% of Monte Carlo outcome variance.
Applied Industrial Technologies (AIT)
HOLD. 12-month probability-weighted target $339 (+0% vs spot). Gross Margin explains 60% of Monte Carlo outcome variance.
Assurant, Inc. (AIZ)
HOLD. 12-month probability-weighted target $259 (-10% vs spot). Gross Margin explains 61% of Monte Carlo outcome variance.
Arthur J Gallagher & Co (AJG)
SELL. 12-month probability-weighted target $219 (-19% vs spot). P/E Multiple explains 72% of Monte Carlo outcome variance.
Akamai Technologies Inc (AKAM)
HOLD. 12-month probability-weighted target $114 (+8% vs spot). P/E Multiple explains 74% of Monte Carlo outcome variance.
Albemarle Corp (ALB)
HOLD. 12-month probability-weighted target $141 (-1% vs spot). P/E Multiple explains 69% of Monte Carlo outcome variance.
Allegro Microsystems Inc (ALGM)
BUY. 12-month probability-weighted target $47 (+31% vs spot). P/E Multiple explains 66% of Monte Carlo outcome variance.
Align Technology Inc (ALGN)
HOLD. 12-month probability-weighted target $169 (+6% vs spot). P/E Multiple explains 64% of Monte Carlo outcome variance.
Alaska Air Group Inc (ALK)
HOLD. 12-month probability-weighted target $46 (+10% vs spot). Gross Margin explains 52% of Monte Carlo outcome variance.
The Allstate Corporation (ALL)
SELL. 12-month probability-weighted target $233 (-10% vs spot). Gross Margin explains 63% of Monte Carlo outcome variance.
Allegion PLC (ALLE)
SELL. 12-month probability-weighted target $136 (-17% vs spot). P/E Multiple explains 63% of Monte Carlo outcome variance.
Ally Financial Inc (ALLY)
HOLD. 12-month probability-weighted target $44 (+3% vs spot). P/E Multiple explains 87% of Monte Carlo outcome variance.
Allison Transmission Holdings Inc (ALSN)
SELL. 12-month probability-weighted target $110 (-16% vs spot). P/E Multiple explains 69% of Monte Carlo outcome variance.
Autoliv Inc (ALV)
HOLD. 12-month probability-weighted target $115 (-7% vs spot). Gross Margin explains 58% of Monte Carlo outcome variance.
Antero Midstream Partners LP (AM)
HOLD. 12-month probability-weighted target $24 (+7% vs spot). P/E Multiple explains 89% of Monte Carlo outcome variance.
Amcor PLC (AMCR)
SELL. 12-month probability-weighted target $41 (-14% vs spot). Gross Margin explains 66% of Monte Carlo outcome variance.
Ametek Inc (AME)
HOLD. 12-month probability-weighted target $241 (+0% vs spot). P/E Multiple explains 72% of Monte Carlo outcome variance.
Affiliated Managers Group, Inc. (AMG)
SELL. 12-month probability-weighted target $282 (-21% vs spot). P/E Multiple explains 80% of Monte Carlo outcome variance.
Amgen Inc (AMGN)
SELL. 12-month probability-weighted target $355 (-20% vs spot). P/E Multiple explains 80% of Monte Carlo outcome variance.
American Homes 4 Rent (AMH)
HOLD. 12-month probability-weighted target $33 (-5% vs spot). P/E Multiple explains 86% of Monte Carlo outcome variance.
Amkor Technology Inc (AMKR)
BUY. 12-month probability-weighted target $62 (+30% vs spot). Gross Margin explains 56% of Monte Carlo outcome variance.
Ameriprise Financial Inc (AMP)
SELL. 12-month probability-weighted target $423 (-25% vs spot). P/E Multiple explains 67% of Monte Carlo outcome variance.
American Tower Corp (AMT)
HOLD. 12-month probability-weighted target $174 (-2% vs spot). P/E Multiple explains 84% of Monte Carlo outcome variance.
Amazon.com (AMZN)
HOLD. 12-month probability-weighted target $247 (-6% vs spot). P/E Multiple explains 66% of Monte Carlo outcome variance.
AutoNation Inc (AN)
HOLD. 12-month probability-weighted target $196 (+1% vs spot). Gross Margin explains 55% of Monte Carlo outcome variance.
Arista Networks (ANET)
SELL. 12-month probability-weighted target $157 (-16% vs spot). P/E Multiple explains 87% of Monte Carlo outcome variance.
Abercrombie & Fitch Company (ANF)
HOLD. 12-month probability-weighted target $106 (-5% vs spot). Gross Margin explains 63% of Monte Carlo outcome variance.
Aon PLC (AON)
HOLD. 12-month probability-weighted target $325 (-9% vs spot). P/E Multiple explains 70% of Monte Carlo outcome variance.
Smith AO Corporation (AOS)
HOLD. 12-month probability-weighted target $61 (-3% vs spot). P/E Multiple explains 50% of Monte Carlo outcome variance.
APA Corporation (APA)
HOLD. 12-month probability-weighted target $40 (-7% vs spot). P/E Multiple explains 72% of Monte Carlo outcome variance.
Air Products and Chemicals Inc (APD)
HOLD. 12-month probability-weighted target $284 (-7% vs spot). P/E Multiple explains 72% of Monte Carlo outcome variance.
Api Group Corp (APG)
HOLD. 12-month probability-weighted target $39 (-4% vs spot). Gross Margin explains 49% of Monte Carlo outcome variance.
Amphenol Corporation (APH)
HOLD. 12-month probability-weighted target $160 (+3% vs spot). P/E Multiple explains 73% of Monte Carlo outcome variance.
Names not covered, and why
31 names in the S&P 900 universe carry no published report. Each is a recorded decision, not an oversight: the engine refuses to model on corrupt vendor data or to invent assumptions a valuation lens cannot source. A name joins coverage when its recorded blocker clears. A further 3 are dual-class listings covered via their primary share class.
The full list (34)
| Ticker | Company | Recorded reason |
|---|---|---|
| APPF | AppFolio | AppFolio — hyper-growth vertical SaaS at ~128x fwd P/E; software PE band clamps target to 77 vs 179 spot (−57%, below the 52-week low) while Street is +25%. CAVA-style lens break — needs a growth-appropriate multiple. |
| ARWR | Arrowhead Pharmaceuticals | Arrowhead Pharma — clinical/early-commercial RNAi biotech; de-minimis fwd EPS $0.64 → 111x P/E, model −70% vs Street +34%. EPS×PE meaningless on emerging biotech earnings. |
| BA | Boeing | near-zero forward EPS (P/E ~833, 737-MAX/quality recovery); the EPS×PE lens cannot represent the earnings normalization — manual/turnaround treatment |
| BF.B | Brown–Forman | dual-class (Brown-Forman); AV dot-ticker fetch failed — verify/author manually |
| BHF | Brighthouse Financial | Annuity/life insurer — negative ROE + opaque embedded value; trades 0.68x book for structural reasons EPS×PE/P-B cannot capture (model implied +98%). Needs embedded-value/EV treatment. |
| BTSG | BrightSpring Health Services | BrightSpring Health — PE-backed levered pharmacy/home-health rollup; heavy interest/D&A crush GAAP EPS → 38.8x P/E, model −43% vs Street +8%. EV/EBITDA candidate (EPS×PE wrong lens for a levered rollup). |
| CAVA | Cava Group | CAVA — hyper-growth restaurant at ~125x fwd P/E; the restaurant EPS×PE archetype caps it far below the market (model −69%). Needs a growth-appropriate lens, not a normal PE. |
| CHRD | Chord Energy | Chord Energy — AV fundamentals gap: OVERVIEW returned only price + 52w range (no fwd EPS / revenue / shares / margins), so no config could be authored. Data defect, not a lens issue — re-pull fundamentals before re-adding. |
| CHTR | Charter Communications | anomalous AV ForwardPE (3.097) — verify forward EPS before authoring |
| CRBG | Corebridge Financial | Corebridge (AIG life spinoff) — annuity earnings the market discounts to ~4.6x P/E; EPS×PE over-values (implied +73%). Needs embedded-value treatment. |
| CYTK | Cytokinetics | Cytokinetics — early-commercial biotech; fwd EPS $0.67 → 118x P/E + 22% MC-EPS drift, model −71% vs Street +36%. Emerging-EPS lens break. |
| DOCN | DigitalOcean | DigitalOcean — ~106x fwd P/E; software band compresses to −48% vs Street +49% (−65% house-vs-Street gap). Hyper-PE lens break. |
| DUOL | Duolingo | Duolingo — wide 52-week range trips the price-anomaly gate (recent-IPO run); verify spot then --allow-price-anomaly. |
| EQH | Equitable Holdings | Equitable — NEGATIVE GAAP book value per share (rate/AOCI marks); justified-P/B undefined and fwd EPS is mark-to-market noise. Needs embedded-value treatment. |
| FISV | Fiserv | AV revenue null (stale ticker — Fiserv renamed to FI); verify/remap before authoring |
| HIMS | Hims & Hers Health | Hims & Hers — hyper-growth GLP-1 telehealth at ~59x fwd P/E; band overcompresses to −62% (Street already bearish at −13%, but the magnitude is a lens artifact). Needs a growth-appropriate lens. |
| KIM | Kimco Realty | AV cash-flow anomaly — FFO proxy (NI + D&A) computes negative for a profitable REIT; verify D&A before authoring |
| LYV | Live Nation Entertainment | EBITDA/FCF story, minimal GAAP EPS (P/E ~476) — needs EV/EBITDA treatment |
| MP | MP Materials | MP Materials — rare-earth miner at breakeven; fwd EPS $0.09 → 500x P/E, model −95% vs Street +73% (a strategic-supply story earnings cannot capture). EPS×PE meaningless — EV/EBITDA or NAV lens. |
| MRNA | Moderna | negative TTM gross margin (post-COVID); forward EPS reflects a pipeline recovery the EPS×PE lens cannot represent — manual/pipeline treatment |
| MU | Micron Technology | no vendor estimates; overview fwd_eps 166.0 internally impossible (2026-08-07) |
| MZTI | The Marzetti Company | Marzetti (Lancaster Colony) — premium specialty-food compounder that structurally trades ~30–36x; packaged_food band caps it → target $73 BELOW the 52-week low ($104) vs Street $159 (+45%). Premium-name lens break — needs a growth/quality-appropriate multiple. |
| ORA | Ormat Technologies | Ormat Technologies — premium geothermal renewable IPP that structurally trades 30–55x on its growth story; ipp_power band caps its 54.6x fwd P/E → target $49 BELOW the 52-week low ($84) vs Street $134 (+29%), P(>current) 5.5%. Premium-growth lens break — needs a growth-appropriate renewable multiple. |
| PEN | Penumbra, Inc. | Penumbra — premium-growth neurovascular medtech that structurally trades 50–70x; medical_devices band caps it → −36% vs Street +14%. Structural-high-multiple lens break. |
| ROIV | Roivant Sciences | Roivant — pre-profit biotech holding co; no meaningful fwd EPS (config failed to author). No earnings lens applies. |
| ROKU | Roku, Inc. | Roku — hyper-growth streaming PLATFORM mis-fit to the media_legacy archetype (built for declining legacy media); emerging EPS at 62x fwd P/E → band overcompresses to target $51 BELOW the 52-week low ($79) vs Street $158 (+10%), P(>current) 1.2%. Wrong-archetype + hyper-PE lens break — needs a growth/platform lens. |
| SITM | SiTime | SiTime — hyper-growth MEMS timing; model −26% vs Street +51% (−51% gap). PE lens strains on a 40%+ grower — needs a growth-appropriate lens. |
| SNDK | Sandisk | AV data anomaly — price × shares implies a ~$284B market cap and >70% net margin for SanDisk (both impossible); verify price/share-count before authoring |
| STX | Seagate Technology | no vendor estimates; overview fwd_eps 36.08 internally impossible (2026-08-07) |
| TTMI | TTM Technologies | TTM Technologies — corrupted guided EPS $23.70 (≈10x the real ~$2.5) manufactured a bogus 5.6x P/E and a fake +78% BUY; caught by the MC-implied-EPS-vs-guided drift warning (19%>10%). DATA-INTEGRITY defer — verify fwd_eps against filings before re-adding. |
| WBD | Warner Bros. Discovery | near-zero forward EPS (P/E ~2500) — EPS×PE lens invalid; needs EV/EBITDA treatment |
| FOX | Fox Corporation (Class B) | dual-class duplicate of FOXA |
| GOOG | Alphabet Inc. (Class C) | dual-class duplicate of GOOGL (already live) |
| NWS | News Corp (Class B) | dual-class duplicate of NWSA |