Index › IT › Products › JFrog · November 2026 Edition
2 categories · Named, not ranked

JFrog

jfrog.com ↗

–Too few to rank
7/14Models named it
0First choices
2Warnings
November 2026 Edition · all company sizes counted.
Ranked inSoftware composition analysis #32 mid-marketCloud security posture management #32
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. JFrog has 5.

Why models recommend it

“Choose Black Duck / FOSSA / JFrog Xray if legal/compliance, deep license policy, SBOM management and centralized governance for regulated teams are primary.”Muse Glimmer 30B · Comparative question · alternative
“Snyk or JFrog - If development-focused”Claude Haiku 4.5 · Paraphrase question · alternative

What gives them pause

“commercial tools like Snyk, Mend, Black Duck, or JFrog, which are typically feature-rich but paid”GPT-5.4 mini · Budget-constrained question · warning

Also on the shortlist

The products named in the same answers as JFrog, over the 11 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 JFrog's own site, not checked by Gane.

For
DevOps & Security
Price stated
Pro $150 / Month; Enterprise X Starting at: $950 / Month; Enterprise + Custom Pricing: Let's Talk; Pro X Starting at $27,000 / Year; Enterprise X Starting at: $51,000 / Year
Starting price
50 / Month
Free plan or trial
Free Trial
Integrations
100
Certifications
HIPAA, FedRAMP
Hosting
Amazon AWS, Microsoft Azure, Google Cloud, in-region
Customers named
Deloitte, Spot (by NetApp), FFF Enterprises, Adyen, Ledger, SAS, Siemens, LY Corporation
Visit jfrog.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 JFrog 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 10 of the 11 answers that named JFrog and are not a share of its labels.

Domains cited

g2.com8
blackduck.com5
res.cloudinary.com5
sonatype.com4
blog.jetbrains.com3
checkmarx.com3
forrester.com3
github.com3
linuxfoundation.org3
mazehq.com3

Forty of the forty domain citations in answers naming JFrog came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on JFrog across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.501001
GPT-5.4 mini00011
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000101
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B01001

What it publishes

Addresses on jfrog.com
10,009
subdomains included
Content
1,635
counted in the table below
Documentation
6,096
Product · Integration
14 · 125
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog95902021-04-07SIEM, SAST
Webinar or virtual event21002026-03-11IaC, SAST
Glossary or explainer13912026-07-28IaC, SAST
News or press106undated
Report or ebook91undated
Comparison59undated
Conference or event4312026-07-28
Case study18undated
Template or tool902021-02-09
Podcast or video102022-05-05

Most recent

Events in person

The twelve months before September 28, 2026

As the event pages on jfrog.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page jfrog.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.