Palo Alto Prisma Cloud vs Upwind: Cloud Security (CNAPP) Comparison (2026)

An independent side-by-side comparison of Palo Alto Prisma Cloud and Upwind for cloud security (cnapp) buyers — pricing, features, integrations, and how often each is cited by major AI engines.

AI Citation Scorecard

How often each is cited by major AI engines when buyers ask cloud security (cnapp) questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.

Palo Alto Prisma Cloud leads overall77% cited vs Upwind 3% across 60 probes.
ChatGPT
Palo Alto Prisma CloudLeads
5 / 6 probes
83%
Excellent
Upwind
0 / 6 probes
0%
Invisible
Perplexity
Palo Alto Prisma CloudLeads
5 / 6 probes
83%
Excellent
Upwind
0 / 6 probes
0%
Invisible
Gemini
Palo Alto Prisma CloudLeads
3 / 6 probes
50%
Excellent
Upwind
1 / 6 probes
17%
Average
Claude
Palo Alto Prisma CloudLeads
5 / 6 probes
83%
Excellent
Upwind
0 / 6 probes
0%
Invisible
Copilot
Palo Alto Prisma CloudLeads
5 / 6 probes
83%
Excellent
Upwind
0 / 6 probes
0%
Invisible
Scale:NoneLowFairStrongExcellent

Probes run hourly; each (engine × query) combo retests every ~3 days.

Pricing

Palo Alto Prisma Cloud
Starting price
Free tier
paloaltonetworks.com
Upwind
Starting price
Free tier
upwind.io

Key Features

Palo Alto Prisma Cloud

Feature data is being indexed.

Upwind

Feature data is being indexed.

When to choose Palo Alto Prisma Cloud

Choose Palo Alto Prisma Cloud if your team prioritizes its strengths over Upwind's. Full guidance populates as Palo Alto Prisma Cloud's feature data is indexed.

When to choose Upwind

Choose Upwind if your team prioritizes its strengths over Palo Alto Prisma Cloud's. Full guidance populates as Upwind's feature data is indexed.

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