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Index › IT › Products › Google Security Operations agents · November 2026 Edition

AI SOC agents · Named, not ranked

Google Security Operations agents

–Too few to rank

2/14Models named it

0First choices

1Warnings

November 2026 Edition · all company sizes counted.

Ranked inAI SOC agents #96 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. Google Security Operations agents has 1.

Why models recommend it

No positive label carried a quote.

What gives them pause

“describes the newer hunting and detection-engineering agents as preview, so check availability”GPT-6 Luna · Comparative question · warning

Also on the shortlist

The products named in the same answers as Google Security Operations agents, over the 3 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
Dropzone AI	3	1	View →
CrowdStrike Charlotte AI	3	0	View →
Microsoft Security Copilot	2	0	View →
Prophet Security	2	0	View →
SentinelOne Purple AI	2	0	View →
7AI	1	0	View →
Exaforce Agentic SOC Platform	1	0	View →
Intezer AI SOC	1	0	View →
Microsoft Security Copilot Security Alert Triage Agent	1	0	View →
Palo Alto Cortex AgentiX	1	0	View →

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

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 Google Security Operations agents 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 3 of the 3 answers that named Google Security Operations agents and are not a share of its labels.

Domains cited

dropzone.ai3

learn.microsoft.com3

cloud.google.com2

crowdstrike.com2

prophetsecurity.ai2

sentinelone.com2

7ai.com1

docs-cortex.paloaltonetworks.com1

github.com1

help.splunk.com1

No domain is on file for Google Security Operations agents, so its own site is not marked.

Pages cited

cloud.google.com/solutions/security/agentic-soc2

crowdstrike.com/en-us/platform/charlotte-ai/agentic-soar2

dropzone.ai/product/ai-soc-analyst2

prophetsecurity.ai/2

7ai.com/1

docs-cortex.paloaltonetworks.com/r/Cortex-AgentiX/Comparison-between-Cortex-AgentiX-and-Co1

dropzone.ai/resource-guide/ai-soc-analysts-the-complete-guide-to-alert-management1

github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendor1

Pages are listed as the models cited them.

By model

How each model answered on Google Security Operations agents across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

Model	Warning	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.20	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	1	1
Muse Glimmer 30B	0	0