2 categories · RankedJFrog Xray
JFrog Xray is a software composition analysis product from JFrog that scans software and AI artifacts, including container images, for security and compliance issues · jfrog.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Snyk Open Source is first at 38%.
Snyk Open Source is first at 34%. 0 of 14 models made it the first choice when asked directly.
Sonatype Lifecycle is first at 30%.
Why models recommend it
“Choose JFrog Xray if your infrastructure heavily relies on Artifactory for binary management.”Gemini 3.5 Flash · Comparative question · alternative
“Choose JFrog Xray for JFrog-centered artifact and container pipelines.”Perplexity Sonar · Comparative question · alternative
“Choose JFrog Xray if your binaries/artifacts already live in JFrog.”GPT-5.4 mini · Comparative question · alternative
“JFrog Xray offers artifact, binary, container, and dependency analysis”Claude Haiku 4.5 · Comparative question · alternative
What gives them pause
“can be capable, but confirm which SCA, malware, reachability, SBOM, and governance capabilities require separate modules”Perplexity Sonar · Negative question · warning
“Tight coupling with JFrog Artifactory limits value as a standalone tool.”Claude Haiku 4.5 · Negative question · warning
Also on the shortlist
The products named in the same answers as JFrog Xray, over the 47 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 43 | 19 | View → | |
| 38 | 4 | View → | |
| 36 | 11 | View → | |
| 36 | 1 | View → | |
| 27 | 0 | View → | |
| 18 | 0 | View → | |
| 15 | 0 | View → | |
| 15 | 0 | View → | |
| 13 | 0 | View → | |
| 13 | 0 | View → |
What the models named instead of JFrog Xray →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on JFrog Xray's own site, not checked by Gane.
- For
- Security, DevOps, and Compliance
- Free plan or trial
- Start a Trial With Artifactory and Xray
- Integrations
- 100
- Hosting
- Amazon AWS, Microsoft Azure, Google Cloud
- Customers named
- Oracle, Credit Karma, FFF Enterprises, Deloitte, Technology Innovation Institute, Informatica
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
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 42 of the 47 answers that named JFrog Xray and are not a share of its labels.
Domains cited
159 of the 159 domain citations in answers naming JFrog Xray came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 959 | 0 | 2021-04-07 | SIEM, SAST | |
| Webinar or virtual event | 210 | 0 | 2026-03-11 | IaC, SAST | |
| Glossary or explainer | 139 | 1 | 2026-07-28 | IaC, SAST | |
| News or press | 106 | undated | |||
| Report or ebook | 91 | undated | |||
| Comparison | 59 | undated | |||
| Conference or event | 43 | 1 | 2026-07-28 | ||
| Case study | 18 | undated | |||
| Template or tool | 9 | 0 | 2021-02-09 | ||
| Podcast or video | 1 | 0 | 2022-05-05 |
Most recent
- 2026-07-28What is artifactory jfrog glossary or explainer
- 2026-07-28Jfrog to present at upcoming investor conferences 3 conference or event
- 2026-03-11Webinar recap forrester tool consolidation future of appsec webinar or virtual event
- 2022-05-058 of the best machine learning podcasts to listen to in 2022 podcast or video
- 2021-04-07Npm flies with jfrog cli blog
- 2021-02-09Cloud native ci cd the ultimate checklist template or tool
Events in person
- August 12, 2026Canaccord Genuity Annual Growth ConferenceBoston, United States · spoke
- August 10, 2026KeyBanc Technology Leadership ForumDeer Valley, United States · spoke
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.