Index › IT › Products › Cisco Cloud Security / Panoptica · November 2026 Edition
Cloud-native application protection · Named, not ranked

Cisco Cloud Security / Panoptica

cisco.com ↗

–Too few to rank
1/14Models named it
0First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inCloud-native application protection #68 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Cisco Cloud Security / Panoptica has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

“Avoid or be cautious about: Cisco Cloud Security / Panoptica (low customer sentiment)”GLM 4.7 FlashX · Negative question · warning

Also on the shortlist

The products named in the same answers as Cisco Cloud Security / Panoptica, over the 2 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Cisco Cloud Security / Panoptica's own site, not checked by Gane.

Visit cisco.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Cisco Cloud Security / Panoptica came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 2 of the 2 answers that named Cisco Cloud Security / Panoptica and are not a share of its labels.

Domains cited

csoonline.com2
research.etr.ai2
techzine.eu2
uptycs.com2
2631050.fs1.hubspotusercontent-na1.net1
accuknox.com1
algosec.com1
aquasec.com1
checkmarx.com1
cloudquery.io1

Fourteen of the fourteen domain citations in answers naming Cisco Cloud Security / Panoptica came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Cisco Cloud Security / Panoptica across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00112
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000