CISO Tribune

Vendor comparison · 2 companies

GitLab vs JFrog

GitLab states that software teams and their agents plan, build, secure, and ship on one control plane. JFrog describes the inputs and outputs of a software release as including binaries, packages, AI/ML models, agent skills, MCP servers, and plugins. CISO Tribune files both under Static application security testing, Software composition analysis and Secrets detection. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • GitLab
  • JFrog
GitLab vs JFrog: Products, Customers and Funding Compared
GitLabGitLab states that software teams and their agents plan, build, secure, and ship on one control plane.about.gitlab.comJFrogJFrog describes the inputs and outputs of a software release as including binaries, packages, AI/ML models, agent skills, MCP servers, and plugins.jfrog.com
What it sells
  • GitLab Duo Agent Platform[3]Orchestrates agents across the software development lifecycle.
  • GitLab.com[3]GitLab.com is multi-tenant SaaS.
  • Self-Managed[3]Self-Managed runs in the customer's environment.
  • GitLab Dedicated[3]Single-tenant SaaS with data residency and isolation controls.
  • GitLab Dedicated for Government[3]FedRAMP Moderate authorized single-tenant SaaS.
  • CI/CD Catalog[9]A shared, versioned home for tested components.
  • JFrog Advanced Security[1][8]An advanced capability offered for the JFrog Platform.
  • JFrog AppTrust[6]The software supply chain governance layer of the JFrog Platform.
  • JFrog MCP Server[8]A remote MCP server that integrates with IDEs and AI coding assistants.
  • JFrog Mission Control[8]A topology management microservice built into JFrog Artifactory.
  • JFrog Professional Services[10]A team of DevOps engineers, architects and project managers that partners with customers.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Public (Nasdaq Global Market: GTLB)[1][14]Public (Nasdaq: FROG)[2][3]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • February 26, 2026JFrog announced that its board of directors authorized a share repurchase program of up to $300 million of its ordinary shares.[13]
G2 and Gartner Peer Insights
  • G2: listed, seen November 10, 2026[14]
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
GitLab offers Self-Managed for customers that run it on any cloud or on premises, including air-gapped patterns. GitLab addresses teams that build spacecraft, aviation, and defense software. GitLab describes running agentic work on-prem or BYOM when ITAR and IP demand it. GitLab addresses teams that move software from commit to vehicle, with SLSA-ready controls and SBOM visibility.JFrog describes its platform as providing what Dev, Ops, Security, and Governance teams and their agents need in one place. JFrog states that Security, DevOps, and Compliance teams can be aligned on a single system of record. Customers can run JFrog as a fully managed SaaS service or as a Self-Managed on-premises solution, and JFrog supports building and shipping across public clouds and self-hosted data centers.
Last verified
November 5, 2026November 4, 2026

Where they overlap

  • GitLab and JFrog are both filed under Static application security testing, Software composition analysis, Secrets detection and Software supply chain security.
  • Both are public companies.

Where they differ, field by field

  • GitLab's primary category is Static application security testing; JFrog's is Software supply chain security.
  • GitLab lists GitLab Duo Agent Platform, GitLab.com, Self-Managed, GitLab Dedicated, GitLab Dedicated for Government and 1 more. JFrog lists JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services.
  • GitLab is a public company listed on Nasdaq Global Market as GTLB. JFrog is a public company listed on Nasdaq as FROG.

What it sells: GitLab

What GitLab Duo Agent Platform does[3]
Foundational, custom, and external agents run flows for planning, coding, review, security, and CI/CD. Humans stay above the loop with policy, identity, and audit. GitLab Duo Agent Platform covers agents, agentic workflows, model choice, and extensibility.
What GitLab.com does[3]
GitLab.com is a multi-tenant SaaS deployment of GitLab. Across deployments, customers can use GitLab-managed models or self-hosted models.
What Self-Managed does[3]
Self-Managed runs in the customer's environment. Self-Managed runs on any cloud or on premises, including air-gapped patterns.
What GitLab Dedicated does[3]
GitLab Dedicated provides single-tenant SaaS. GitLab Dedicated provides data residency and isolation controls.
What CI/CD Catalog does[9]
The CI/CD Catalog is a shared, versioned home for tested components. Teams publish versioned, reusable components once.

What it sells: JFrog

What JFrog AppTrust does[6]
JFrog AppTrust signs every artifact, enforces policy gates, maps ownership, and delivers audit-ready traceability. Its policy-as-code gates evaluate evidence across application lifecycles or selected repositories and block non-compliant changes. It uses AI to evaluate releases against plain-language policies.
What JFrog Mission Control does[8]
JFrog Mission Control is built into JFrog Artifactory. It enables centralized management of multiple JFrog Platform Deployments (JPDs).

Questions about GitLab and JFrog

What do GitLab and JFrog sell?
GitLab sells GitLab Duo Agent Platform, GitLab.com, Self-Managed, GitLab Dedicated, GitLab Dedicated for Government and 1 more. JFrog sells JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services.
Are GitLab and JFrog in the same category?
They share Static application security testing, Software composition analysis, Secrets detection and Software supply chain security. GitLab's primary category is Static application security testing and JFrog's is Software supply chain security.
Who owns GitLab and JFrog?
GitLab is a public company listed on Nasdaq Global Market as GTLB. JFrog is a public company listed on Nasdaq as FROG.
Who are GitLab and JFrog sold to?
GitLab offers Self-Managed for customers that run it on any cloud or on premises, including air-gapped patterns. JFrog describes its platform as providing what Dev, Ops, Security, and Governance teams and their agents need in one place.
What have GitLab and JFrog announced recently?
February 26, 2026: JFrog announced that its board of directors authorized a share repurchase program of up to $300 million of its ordinary shares.

About GitLab

GitLab states that software teams and their agents plan, build, secure, and ship on one control plane. GitLab describes that control plane as covering unified context, orchestration, security and governance, and execution on GitLab Core. GitLab combines planning, source control, and CI/CD in one platform, and projects, releases, and code share one data plane.[3][4]

GitLab runs four peer pillars on one foundation. Execution and Workflows covers planning, source code management, CI/CD pipelines, registry, and delivery. Security and Governance covers application security, software composition analysis, compliance management, and agent governance. Context and Data covers analytics, value stream visibility, and lifecycle context including Context Graph. Agentic Orchestration covers GitLab Duo Agent Platform: agents, agentic workflows, model choice, and extensibility. Deployment and AI inference options let customers choose where GitLab runs and which models power agents.[2][3]

GitLab Duo Agent Platform is how GitLab orchestrates agents across the software development lifecycle. GitLab says humans stay above the loop with policy, identity, and audit. GitLab defines intelligent orchestration as teams setting intent and guardrails while agents execute within them. Policies, approvals, and scanning in GitLab apply to human and agent changes alike. GitLab supports APIs, webhooks, integrations, and Model Context Protocol (MCP) so agents and tools share context under the customer's policies. Across deployments, GitLab customers can use GitLab-managed models or self-hosted models, and reshape seats and agent usage with GitLab Flex.[3][4]

GitLab runs scanning, policies, and approvals inside the pipeline. GitLab consolidates scanners such as SAST, SCA, Secret Detection, and DAST into one platform. Security findings from GitLab appear directly in merge requests and IDEs. GitLab built-in scans run on every push to detect insecure code during development. GitLab can run automated security scans to capture vulnerabilities before code is merged. GitLab supports ensuring that passwords and sensitive information are not in source code. GitLab can find disclosed vulnerabilities in dependent software before they reach production. GitLab can generate an SBOM automatically so that every dependency in the project is known.[4][5][6]

GitLab can block risky packages before they enter the build. GitLab describes protecting multiple attack surfaces, including code, build, dependencies, and release artifacts, with policy-as-code and continuous governance. GitLab can block malicious packages and packages above a vulnerability severity threshold before they are fetched. GitLab can scan licenses and block packages that fall outside organization policies. GitLab isolates the build environment to block unauthorized access and malicious code execution.[6]

GitLab offers over 60 out-of-the-box controls prebuilt into a single platform. GitLab keeps code authors, reviewers, and deployers separated by policy so that no single person or agent can develop and deploy unreviewed changes. GitLab captures every human and AI-driven change in one immutable audit trail. GitLab maps controls from every major or custom framework into a single, unified compliance view. For infrastructure, GitLab includes Infrastructure as Code static and dynamic testing to help catch vulnerabilities before they get to production. GitLab integrates Flux to support pull-based GitOps workflows. GitLab stores Terraform state files and modules and shows Terraform plan output directly in the merge request.[4][7][8]

GitLab.com is multi-tenant SaaS, and Self-Managed runs in the customer's environment on any cloud or on premises, including air-gapped patterns. GitLab Dedicated and GitLab Dedicated for Government provide single-tenant SaaS with data residency and isolation controls. GitLab can deploy to virtual machines, Kubernetes clusters, or FaaS from multiple cloud vendors. Organizations can make one annual commitment and steer their spend across seat-based licenses and usage-based credits.[3][4][9]

GitLab provides building blocks to support compliance, certification, and standards programs for functional safety, code quality, and other requirements: ISO 26262, MISRA, IEC 61508. GitLab describes integrating virtual and physical hardware testing into automated CI. GitLab describes self-hosted and BYOM options that keep code and data inside the customer's boundary. GitLab describes shift-left policies, remediation, and release evidence that help engineer processes for DO-178C.[2][3][9][10][11][12][13]

GitLab on the record

Sources

GitLab full record

  1. [1]CompanyGitLab · about.gitlab.com · undated page, accessed November 5, 2026 · Tier A
  2. [2]about.gitlab.comGitLab · about.gitlab.com · undated page, accessed November 5, 2026 · Tier A
  3. [3]GitLab Platform - Speed with controlGitLab · undated page, accessed November 10, 2026 · Tier A
  4. [4]GitLab - Speed with control for agentic software engineeringGitLab · undated page, accessed November 10, 2026 · Tier A
  5. [5]Application security testingGitLab · undated page, accessed November 10, 2026 · Tier A
  6. [6]Software Supply Chain SecurityGitLab · undated page, accessed November 10, 2026 · Tier A
  7. [7]Software compliance automationGitLab · undated page, accessed November 10, 2026 · Tier A
  8. [8]GitOps infrastructure automationGitLab · undated page, accessed November 10, 2026 · Tier A
  9. [9]Continuous Integration and Delivery (CI/CD)GitLab · undated page, accessed November 10, 2026 · Tier A
  10. [10]GitLab for automotive softwareGitLab · undated page, accessed November 10, 2026 · Tier A
  11. [11]GitLab for aerospace and defenseGitLab · undated page, accessed November 10, 2026 · Tier A
  12. [12]GitLab ServicesGitLab · undated page, accessed November 10, 2026 · Tier A
  13. [13]GitLab for StartupsGitLab · undated page, accessed November 10, 2026 · Tier A
  14. [14]GitLab Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

JFrog full record

  1. [1]jfrog.comJFrog · jfrog.com · undated page, accessed November 4, 2026 · Tier A
  2. [2]DefaultJFrog Investor Relations · investors.jfrog.com · published May 7, 2026 · Tier A
  3. [3]Software Supply Chain Platform | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  4. [4]Software Supply Chain Solutions for DevOps & Security | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  5. [5]JFrog Security and Compliance SolutionsJFrog · undated page, accessed November 10, 2026 · Tier A
  6. [6]JFrog AppTrust | Software Supply Chain Governance & Policy-as-CodeJFrog · undated page, accessed November 10, 2026 · Tier A
  7. [7]Customer Success Story: DevOps Automation at Woven Planet | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  8. [8]JFrog Platform | DownloadJFrog · undated page, accessed November 10, 2026 · Tier A
  9. [9]Enterprise Software Supply Chain Platform | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  10. [10]JFrog Professional Services | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  11. [11]Invest in the Developer Experience | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  12. [12]Security JIRA | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
  13. [13]JFrog Announces $300 Million Share Repurchase Program | JFrogJFrog · published February 26, 2026 · Tier A

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