VOL. XCIV, NO. 247

★ WIDE MOAT STOCKS COMPARISON ★

NO ADVICE

Friday, January 2, 2026

Stock Comparison

Novartis AG vs The Trade Desk, Inc.

Compare moat strength, market structure, and segment coverage to understand how each company defends its edge.

Novartis AG

NOVN · SIX Swiss Exchange

Market cap (USD)
Gross margin (TTM)
Operating margin (TTM)
Net margin (TTM)
SectorHealthcare
Industry
CountryCH
Data as of2026-01-02
Moat score
65/ 100

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 analysis

The Trade Desk, Inc.

TTD · NASDAQ

Market cap (USD)$18.5B
Gross margin (TTM)78.8%
Operating margin (TTM)18.9%
Net margin (TTM)15.7%
SectorCommunication Services
IndustrySoftware - Application
CountryUS
Data as of2025-12-26
Moat score
62/ 100

Weighted average of segment moat scores, combining moat strength, durability, confidence, market structure, pricing power, and market share.

Full stock profile

Dive deeper into The Trade Desk, Inc.'s moat claims, evidence, and risks.

View TTD analysis

Comparison highlights

  • Moat score gap: Novartis AG leads (65 / 100 vs 62 / 100 for The Trade Desk, Inc.).
  • Segment focus: Novartis AG has 5 segments (29.3% in Oncology); The Trade Desk, Inc. has 1 segment (100% in Advertising Technology Platform (DSP)).
  • Primary market structure: Oligopoly vs Competitive. Pricing power: Strong vs Moderate.
  • Moat breadth: Novartis AG has 4 moat types across 3 domains; The Trade Desk, Inc. has 4 across 2.

Primary market context

Novartis AG

Oncology

Market

Oncology and hematology branded medicines (including targeted therapies and radioligand therapy)

Geography

Global

Customer

Oncologists and hospitals; reimbursed by payers; hospital and specialty pharmacy channels

Role

Originator developer, manufacturer, and marketer of oncology therapies

Revenue share

29.3%

The Trade Desk, Inc.

Advertising Technology Platform (DSP)

Market

Demand-side platforms (DSP) for programmatic advertising (open internet)

Geography

Global

Customer

Advertising agencies and advertisers

Role

Buy-side platform / demand aggregation

Revenue share

100%

Side-by-side metrics

Novartis AG
The Trade Desk, Inc.
Ticker / Exchange
NOVN - SIX Swiss Exchange
TTD - NASDAQ
Market cap (USD)
n/a
$18.5B
Gross margin (TTM)
n/a
78.8%
Operating margin (TTM)
n/a
18.9%
Net margin (TTM)
n/a
15.7%
Sector
Healthcare
Communication Services
Industry
n/a
Software - Application
HQ country
CH
US
Primary segment
Oncology
Advertising Technology Platform (DSP)
Market structure
Oligopoly
Competitive
Market share
n/a
6%-10% (implied)
HHI estimate
n/a
n/a
Pricing power
Strong
Moderate
Moat score
65 / 100
62 / 100
Moat domains
Legal, Supply, Demand
Network, Demand
Last update
2026-01-02
2025-12-26

Moat coverage

Shared moat types

No overlap yet.

Novartis AG strengths

IP Choke PointRegulated Standards PipeCapex Knowhow ScaleBrand Trust

The Trade Desk, Inc. strengths

Interoperability HubSwitching Costs GeneralData Network EffectsStandards Registry

Segment mix

Novartis AG segments

Full profile >

Cardiovascular, Renal and Metabolic

Oligopoly

17%

Immunology

Oligopoly

18.5%

Neuroscience

Oligopoly

9.4%

Oncology

Oligopoly

29.3%

Established Brands

Competitive

25.8%

The Trade Desk, Inc. segments

Full profile >

Advertising Technology Platform (DSP)

Competitive

100%

Want the full wide moat stocks list?

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Curation & 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.