1 category · Named, not rankedJFrog Artifactory OSS
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Artifact and container registries | Developer platform | 0% | 47 of 89 | 33% | 3 | under 10 labels · led by JFrog Artifactory at 14% |
Movement
By model
How each model treated JFrog Artifactory OSS across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“also viable if your team already uses JFrog or needs specific Artifactory workflows” GPT-5.4 mini · Artifact registries · budget prompt · alternative
“The Runner-Up: JFrog Artifactory OSS” Qwen 3.7 Flash · Artifact registries · budget prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Free but with significant feature restrictions — notably, no npm or PyPI support in the free tier” DeepSeek V4 Flash · Artifact registries · budget prompt · soft negative
Named alongside
The products named in the same answers as JFrog Artifactory OSS, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and JFrog Artifactory OSS was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 7 of the 7 answers that named JFrog Artifactory OSS and are not a share of its labels.
Domains cited
Thirty-six of the forty-one domain citations in answers naming JFrog Artifactory OSS came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
jfrog.com ranks first on Google for the category's searches. In the answers, JFrog Artifactory OSS takes 0% of first choices and JFrog Artifactory takes 14%.ShowHide
Search and answers
In search
Google, US estimates- Organic visits to its site
- about 38,697 a month
- Searches its site ranks for
- 5,782 · 542 in the top three
- Sites linking to it
- 13,298
- Paid Google search
- 3 searches its ads show for, about 5 clicks and $37 a month (estimate)
In answers
This edition- First choices
- 0 across its categories
- Named in
- 7 answers
- Its own site cited
- in 7 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHide| 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.
Names read as JFrog Artifactory OSS
Follow JFrog Artifactory OSS
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
JFrog Artifactory OSS is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The Universal Private Registry for all Binaries and AI Artifacts.
- For
- small teams
- Price stated
- $50 / Month jfrog.com/pricing
- Starting price
- $50 / Month jfrog.com/pricing
- Free plan or trial
- Free Trial jfrog.com
- Integrations claimed
- 100 jfrog.com/pricing
- Hosting
- 30 locations across 3 cloud providers
- Customers named
- Serving over 80% of the Fortune 100Credit KarmaFFF EnterprisesDeloitteTechnology Innovation InstituteInformaticaOracle
- Not stated on the pages read
- Certifications
What JFrog Artifactory OSS's own pages state, read October 6, 2026: jfrog.com, jfrog.com/pricing, jfrog.com/trust, jfrog.com/platform, jfrog.com/about/customers. A claimed page can correct any of them.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when JFrog Artifactory OSS's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as JFrog Artifactory OSS, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for JFrog Artifactory OSS by email, built from the raw record of the edition. It shows:
- where JFrog Artifactory OSS is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name JFrog Artifactory OSS, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.