VOL. XCIV, NO. 247
★ WIDE MOAT STOCKS COMPARISON ★
NO ADVICE
Friday, January 2, 2026
Stock Comparison
Novartis AG vs Ferrari N.V.
Compare moat strength, market structure, and segment coverage to understand how each company defends its edge.
Novartis AG
NOVN · SIX Swiss Exchange
Weighted average of segment moat scores, combining moat strength, durability, confidence, market structure, pricing power, and market share.
Full stock profile
Dive deeper into Novartis AG's moat claims, evidence, and risks.
View NOVN analysisFerrari N.V.
RACE · New York Stock Exchange
Weighted average of segment moat scores, combining moat strength, durability, confidence, market structure, pricing power, and market share.
Full stock profile
Dive deeper into Ferrari N.V.'s moat claims, evidence, and risks.
View RACE analysisComparison highlights
- Moat score gap: Ferrari N.V. leads (81 / 100 vs 65 / 100 for Novartis AG).
- Segment focus: Novartis AG has 5 segments (29.3% in Oncology); Ferrari N.V. has 3 segments (85.8% in Cars and spare parts).
- Moat breadth: Novartis AG has 4 moat types across 3 domains; Ferrari N.V. has 5 across 3.
Primary market context
Novartis AG
Oncology
Oncology and hematology branded medicines (including targeted therapies and radioligand therapy)
Global
Oncologists and hospitals; reimbursed by payers; hospital and specialty pharmacy channels
Originator developer, manufacturer, and marketer of oncology therapies
29.3%
Ferrari N.V.
Cars and spare parts
Luxury performance cars and OEM spare parts/after-sales
Global
High-net-worth individuals and collectors; sales and service via authorized dealers
OEM / brand owner with selective dealer distribution
85.8%
Side-by-side metrics
Moat coverage
Shared moat types
Novartis AG strengths
Ferrari N.V. strengths
Segment mix
Novartis AG segments
Full profile >Cardiovascular, Renal and Metabolic
Oligopoly
Immunology
Oligopoly
Neuroscience
Oligopoly
Oncology
Oligopoly
Established Brands
Competitive
Ferrari N.V. segments
Full profile >Cars and spare parts
Oligopoly
Sponsorship, commercial and brand
Competitive
Other
Competitive
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View the moat stocks listCuration & Accuracy
This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).
Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.