Index › IT › Products › Contrast Security · November 2026 Edition
Application shielding · Named, not ranked

Contrast Security

Contrast Security is an application security product that runs an agent inside the application, rather than scanning it from outside · contrastsecurity.com ↗

–Too few to rank
8/14Models named it
1First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inApplication shielding #46 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. Contrast Security has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Contrast Security, over the 15 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 Contrast Security's own site, not checked by Gane.

For
growing teams
Price stated
FREE $0; PRO $750 / month billed annually; Enterprise talk to sales for a quote
Starting price
0
Free plan or trial
No credit card required; The Free tier is a functional starting point, not a trial.
Certifications
SOC 2, CCPA, GDPR, TX-RAMP, NIST CSF
Hosting
United States of America, us-east-1 (Virginia USA), us-west-2 (Oregon, USA), us-east-2 (Ohio USA), eu-west-2 (London, UK), eu-west-1 (Ireland), eu-central-1 (Frankfurt, Germany), eu-west-3 (Paris, France)
Customers named
Backbase
Visit contrastsecurity.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 Contrast Security 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 11 of the 15 answers that named Contrast Security and are not a share of its labels.

By model

How each model answered on Contrast Security 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 Flash00101
Kimi K200000
GLM 4.7 FlashX00101
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on contrastsecurity.com
2,341
subdomains included
Content
488
counted in the table below
Documentation
926
Product · Integration
2 · 1
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
News or press133undated
Glossary or explainer13202025-12-09
Blog77undated
Report or ebook54undated
Webinar or virtual event3202026-06-18
Podcast or video2902025-12-09
Comparison1302026-05-06
Conference or event11undated
Case study402025-10-21
Template or tool3undated

Most recent

How it is countedHide how it is counted

Every page contrastsecurity.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.