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JFrog Ltd. serves organizations that need to manage the software packages and AI models they use to build and run applications. Its core product, JFrog Artifactory, stores and manages those packages and models; the broader platform connects this work with security scanning, distribution and deployment.
Customers pay for subscriptions, either running the products themselves or using a cloud service managed by JFrog. Pricing depends on server count or consumption, while higher tiers and optional add-ons provide more functionality. Enterprise Plus, its most comprehensive subscription tier, supplies most revenue. Developers can start with trials or limited free offerings, then pay and expand subscriptions as more teams and use cases adopt the platform.
The business depends on continued demand for Artifactory, customer renewals and expansion within existing accounts. Larger customer accounts supply most recurring revenue, although revenue is spread across many customers. JFrog relies on AWS, Microsoft Azure and Google Cloud for cloud hosting and integrations; these providers also compete with it.
Export controls and sanctions can require licenses or prevent some international sales. Products developed with Israeli government grants must be manufactured in Israel, and transferring the related know-how abroad requires government approval and a fee.
The risk section is the longest, dullest part of the filing. This keeps only what can really hurt you: where it hits, how hard, when it plays out.
Every company claims an edge. Each one is checked against hard numbers like margins and returns: which hold, and which line gives way first.
JFrog's results hinge on enterprise spending on software delivery and supply-chain security, with private rivals Sonatype, Cloudsmith and Snyk also worth watching.
GitLab competes with JFrog for enterprise teams' software-delivery and security budgets, selling subscriptions that help them develop, secure and deliver software while JFrog manages software packages and their delivery. Growth in GitLab's large enterprise customers is worth watching for demand—and competition—in those budgets.
Microsoft competes with JFrog for enterprise software-development and delivery work through GitHub and Azure developer offerings. Watch those offerings rather than Microsoft's overall results: they serve the teams that pay JFrog to manage and deliver software packages.
Datadog and JFrog both gain demand as customers run more cloud applications: customers pay Datadog to monitor and secure them, and JFrog to manage their software packages and delivery supply chains. Demand for Datadog's application monitoring and security products offers a view of that shared cloud workload growth.
Dynatrace, Inc. and JFrog benefit as enterprises expand their cloud applications: enterprises pay Dynatrace to monitor performance and security, while JFrog manages the packages deployed into those applications. Demand for Dynatrace's cloud-hosted platform is one way to watch that expansion.
Atlassian and JFrog both depend on enterprise investment in software development: teams buy Atlassian's collaboration and workflow tools and JFrog's software-package and delivery subscriptions. Atlassian's software-team offerings are the relevant demand signal, rather than its tools for other business teams.
Elastic N.V. and JFrog can both expand as enterprises build and operate more applications, paying Elastic for search, monitoring and security infrastructure and JFrog for software supply-chain management. Watch Elastic customers' growing usage and adoption of new uses: both companies price paid subscriptions around customer scale.
Datadog, Inc. earningsDDOG
Datadog’s report will show demand for application monitoring and security tools, offering a signal about growth in the cloud workloads that Datadog and JFrog both serve.
Look for growth in demand for and use of Datadog’s application monitoring and security products, rather than relying on its overall results. Stronger demand suggests more cloud applications are running and expanding, providing a shared workload tailwind for JFrog’s package management and delivery tools. Weaker demand makes that tailwind less evident, but does not establish JFrog’s own demand.
JFrog Ltd. earningsThis company
JFrog sells its software supply-chain tools through tiered subscriptions, and this report will show whether existing customers are expanding their use and cloud subscriptions are adding to growth.
Read subscription revenue growth alongside net dollar retention, which tracks how existing customers’ contracted recurring revenue changes after upgrades, cuts and cancellations; then check whether growth comes from SaaS or self-managed subscriptions. Growth with steady expansion among existing customers and contributions from both subscription types points to more than new customers or one channel carrying the business. Weaker retention or growth concentrated in a few customers or one subscription type points to a narrower engine and makes its durability the question.
GitLab Inc. earningsGTLB
GitLab’s report will show whether large enterprises are spending on software development, security and delivery tools—the budgets it competes with JFrog to win.
Focus on growth in GitLab’s large enterprise customers alongside its subscription business. If both strengthen, companies are still funding software development, security and delivery, supporting demand for these workflows; GitLab is also expanding within budgets that JFrog competes for. If large-customer growth and subscriptions slow, the signal of expanding demand is weaker. That alone does not prove JFrog faces less pressure: the report speaks to both market demand and competition.
