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JFrog
The repository every build reads from and writes to— with scanning, applicability and curation on top of what it already stores. This hub is your complete intel file.
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The company, at a glance
Quick answer
Four intel pages. One repository underneath.
The JFrog platform, product by product — every linked card is a full intel page, from the repository to the controls that decide what gets into it.
JFrog Artifactory
One repository for everything you build and pull.
60+ package types, containers and AI models in one private registry, proxying public sources so builds stop depending on the internet.
JFrog Xray
Scans the artifacts you actually ship.
CVEs, licences, malicious packages, containers and ML models, scanned inside the repository — with an SBOM for every build.
JFrog Advanced Security
Which CVEs actually apply to your code.
Contextual analysis, secrets detection, SAST and IaC scanning on top of Xray — ranking the findings that can really be exploited.
JFrog Curation
Stops a bad package before anyone downloads it.
Policy checks on open-source packages, AI models and extensions at the moment of request, with a compliant version offered instead.
JFrog sells across 4 of the products TechBag carries in DevOps. The DevOps guide shows how the category splits and which part is yours. →
Why “the repository” is the whole story
Scanners that read source code miss what actually ships: the container, the binary, the model pulled in at build time. JFrog bet on the repository every build already passes through— so scanning, applicability and curation act on the artifacts themselves, and the first Gartner Magic Quadrant for Software Supply Chain Security named it a Leader.
Artifactory
Every artifact and its metadata in one place, local or proxied — the record that scanning, curation and release all read from.
Xray
Scans run where the artifacts live, so a new CVE is matched against everything already stored, not just the next build.
Catalog
JFrog’s component intelligence behind Curation and security — not sold alone, but it is what both decisions draw on.
Tiers
Pro, Enterprise X and Enterprise+, SaaS or self-managed. Security, curation and MLOps attach as add-ons or bundles.
Start with Artifactory; Xray, Advanced Security and Curation all act on what it already stores.
Peer & market recognition
Every claim on this hub traces to one of these public signals.
Leader — Software Supply Chain Security
the first edition of this Magic Quadrant
$531.8M revenue
+24%; cloud revenue +45%
$163.8M quarter
+29%; 97 customers above $1M a year
~83% are customers
per JFrog’s 2025 annual report
NASDAQ: FROG
results filed with the SEC
Bengaluru R&D
R&D is primarily in Israel and India
The company in six figures
See the platform, hear the pitch
The JFrog Software Supply Chain Platform
The platform in one sitting.
Control. Shift. Deliver. Take Command of your Software Supply Chain
How the pieces fit together.
SAS Enhances Security and Compliance with the JFrog Platform
An enterprise software maker at scale.
Where JFrog sits — the grids
Two company-level views you won’t find on any vendor site — tap any dot for the rationale. The category-level grid lives on the product page.
JFrog Across Its Solution Areas
Each dot is a JFrog solution area: competitive position vs category momentum.
The core: 60+ types, SaaS or self-managed.
Repository Depth × Supply-Chain Controls
How deep the repository is (formats, deployment, scale) vs how much supply-chain control sits on top of it.
Repository plus scanning, curation and release in one platform.
Positions are TechBag’s illustrative synthesis of public review-platform standings and vendor documentation — not a reproduction of any analyst graphic. Verify before relying on it.
New to this? Learn it properly.
Zero-jargon starting points, in reading order. Each links into the deep education on the product page.
Where should you start with JFrog?
Answer three questions; we’ll point you at the right starting product. No email required — this isn’t that kind of quiz.
1. What is forcing the decision?
2. Who is asking for it?
3. What do you already run?
What an artifact repository is for
Builds that fetch from the internet break when the internet does. A repository makes them repeatable.
Read →SCA on the artifact, not the repo
Scanning what you store catches what source scanning misses: containers, binaries, models.
Read →Why most CVEs don’t apply to you
A vulnerable function you never call is not the same risk. Applicability is the filter.
Read →Block at the door vs scan after
Curation stops a package being downloaded; scanning finds it once it is already in.
Read →Which tier includes Xray
Not SaaS Pro. Enterprise X on SaaS, Pro X self-managed — check before comparing prices.
Read →A Mumbai region is not a storage promise
JFrog lists Mumbai and Pune regions. Where data is stored belongs in the contract.
Read →The acronym decoder
Every term on these pages, in one place- JFrog
- Software supply chain company, incorporated in Israel (2008); Sunnyvale HQ; NASDAQ: FROG.
- Artifact
- Anything a build produces or consumes: a package, a container image, a binary, a model.
- Artifactory
- JFrog’s repository for 60+ package and artifact types, local or proxied.
- Remote repository
- A cached proxy of a public registry such as npm or Maven Central.
- SCA
- Software composition analysis: finding vulnerable or unlicensed open-source components.
- SBOM
- Software bill of materials — the list of every component inside a build.
- Xray
- JFrog’s SCA engine, scanning artifacts where they are stored.
- Contextual analysis
- Checking whether a CVE’s vulnerable code is actually reachable in your app.
- Curation
- JFrog’s add-on that blocks risky packages at the moment they are requested.
- Contributing developer
- The unit Advanced Security is licensed by: people committing to scanned code.
- Release bundle
- An immutable, signed set of artifacts pushed out through JFrog Distribution.
- Magic Quadrant
- Gartner’s vendor research; JFrog is a Leader in Software Supply Chain Security 2026.
Buy it like you’ve done this before
The procurement playbook TechBag runs with IT buyers — steps, licensing cheat-sheet, and the pitfalls that cost quarters.
Measure consumption before tiers
SaaS bills storage plus transfer above an allowance: 25 GB a month on Pro, 125 GB on Enterprise X. Measure a month of real pulls first.
Decide where scanning starts
Xray is not in SaaS Pro. If you need SCA, compare Enterprise X — or self-managed Pro X — rather than Pro plus a separate scanner.
Count contributing developers
Advanced Security is licensed per contributing developer, with 50 included on Enterprise X. Count committers, not everyone with access.
Choose SaaS or self-managed
Self-managed Pro X starts at $27,000 a year for one server. SaaS removes the operations work; self-managed keeps storage on your own hardware.
Get storage in writing
JFrog’s status page lists Mumbai and Pune regions. A region is not a storage commitment — under DPDP or RBI rules, put it in the contract.
Price add-ons together
Advanced Security, Curation and AI Catalog are quoted, alone or in bundles. TechBag models the mix and quotes in INR with GST.
The licensing cheat-sheet
| Product | Licensing model | How you enter | Best for |
|---|---|---|---|
| Artifactory | Platform tier + consumption | $150/mo list (Pro) · $950/mo (Ent X) | Repeatable builds |
| Xray | Included from a tier | SaaS Enterprise X · self-managed Pro X | Know what you ship |
| Advanced Security | Add-on, per contributing dev | Quote · 50 devs base on Ent X | Cut the CVE backlog |
| Curation | Add-on | Quote · Enterprise X and up | Block bad packages early |
Tiers are priced by consumption above an allowance; the security add-ons are quoted per contributing developer — TechBag measures your usage and quotes in INR with GST.
Five pitfalls that cost buyers quarters
Pricing Pro against a scanner
SaaS Pro has no Xray. Comparing Pro plus a separate SCA tool with Enterprise X, which includes it, is the honest comparison.
Quoting the promotional price
SaaS Pro lists at $150 a month; a limited-time $50 offer shows no end date. Budget on the list price and treat the offer as a bonus.
Ignoring transfer in consumption
The SaaS allowance counts transfer as well as storage. CI that pulls the same images all day can spend it faster than new uploads.
Reading a region as residency
Mumbai and Pune are regions you select, not a written storage promise. If DPDP or RBI rules apply, put location in the contract.
Scanning without curation
Scanning finds a malicious package after it is stored and possibly run. Curation is the control that stops the first download.
The evaluation kit
Each intel page carries an 8-question vendor checklist and a value calculator:
Skip the homework entirely
Bring your requirements and current tool bills — a TechBag advisor models the whole decision for you.
Book a discovery call →The forces shaping this market
Four trends with momentum scores (TechBag’s read of analyst and market signals) — and what each means for your next decision.
Category momentum — estimated market growth
Illustrative CAGR synthesis**TechBag’s illustrative estimate, not a quoted analyst figure. The takeaway: supply chain security is where the new budget is going — which is why Curation and Advanced Security are the add-ons to price early.
Malicious packages outpace CVEs
Attacks now arrive as packages built to be downloaded.
What it means for you
Blocking at request time matters as much as scanning afterwards.
AI models become artifacts
Models, MCP servers and agent skills are pulled like packages.
What it means for you
Hence AI Catalog and model scanning in the same repository.
SBOMs become a buying requirement
Customers and regulators ask what is inside a release.
What it means for you
An SBOM per build is cheapest where the artifacts are stored.
Supply chain security gets its own MQ
Gartner published the first MQ for it in June 2026.
What it means for you
Budgets now name the category instead of hiding it in AppSec.
Questions buyers ask about JFrog
Ready to shortlist JFrog?
Open any of the four intel pages for the deep dive, or let a TechBag advisor build the case with you — consumption and tier modelling, quotes, trials, GST invoicing and lifecycle support included.
Stats, positions and figures are illustrative syntheses of public materials; verify before purchase.