Index › IT › Products › FairCRQ · November 2026 Edition
Cyber risk quantification · Ranked

FairCRQ

faircrq.com ↗

#1Best rank (small business)
11/14Models named it
20First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inCyber risk quantification #1 small business
What AI models recommend

Strongest at small business, contested with CoreCyber. Not named at enterprise.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“The best cyber risk quantification tool for a company with a limited budget is FairCRQ, a free, browser-based tool”Llama 4 Maverick · Budget-constrained question · first choice
“the best starting point is FairCRQ if you mainly need basic, board-ready financial estimates”Perplexity Sonar · Budget-constrained question · first choice
“FairCRQ is the best starting point — it's free, uses the industry-standard FAIR framework”DeepSeek V4 Flash · Budget-constrained question · first choice
“Non-technical / fastest to value: FairCRQ free plan for quick board-ready loss estimates”Muse Glimmer 30B · Budget-constrained question · first choice

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as FairCRQ, over the 32 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.

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 FairCRQ 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 32 of the 32 answers that named FairCRQ and are not a share of its labels.

Domains cited

gane.ai/indexpublisher (Gane)24
itechguides.com24
github.com21
g2.com19
corecyber.io16
vcisolite.com14
techtarget.com13
securityboulevard.com12
complyjet.com11
linkedin.com10

140 of the 164 domain citations in answers naming FairCRQ came from a third party's page. Twenty-four were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on FairCRQ 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 Sonar10001
Grok 4.2000000
Mistral Small00101
DeepSeek V4 Flash10001
Llama 4 Maverick10001
Qwen 3.7 Flash11002
Kimi K200000
GLM 4.7 FlashX10001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B10001