CISO Tribune

Vendor comparison · 2 companies

Chainguard vs JFrog

Chainguard sells hardened open source artifacts that replace vulnerable or malicious versions found publicly. 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 Software supply chain security. 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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Up to four companies side by side.

  • Chainguard
  • JFrog
Chainguard vs JFrog: Products, Customers and Funding Compared
ChainguardChainguard sells hardened open source artifacts that replace vulnerable or malicious versions found publicly.chainguard.devJFrogJFrog 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
  • Chainguard Containers[7][10][14]Container images for over 3,000 projects, rebuilt continuously.
  • Chainguard Libraries[12]A malware-free catalog of open source dependencies.
  • Chainguard VMs[13]Minimal Linux virtual machine images based on Chainguard OS.
  • Chainguard OS Packages[14]30,000+ zero-CVE packages for building custom images.
  • Chainguard Actions[15]A catalog of 1,000+ hardened third-party actions.
  • Chainguard Guardener[10]A migration tool that rebuilds Dockerfiles layer by layer.
  • Chainguard Workspaces[19]Chainguard-hardened microVMs that isolate untrusted code.
  • 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
Privately held[2][3][5][9]Public (Nasdaq: FROG)[2][3]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • November 3, 2026Chainguard introduced Chainguard Harness, an offering for hunting exploitable vulnerabilities in a running application, and opened its beta waitlist.[21]
  • August 17, 2026Chainguard announced that its Chainguard Containers reached SLSA Build Level 3.[7]
  • July 21, 2026Booz Allen Hamilton signed an enterprise license agreement with Chainguard.[8]
  • June 15, 2026Chainguard and partner organizations announced Athena, an industry coalition for the orchestrated defense of open source software.[22]
  • 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 3, 2026[9]
  • 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
From its own pages, Chainguard sells mainly to engineering and security teams whose developers and AI agents pull open source software. Chainguard says its FIPS-validated container variants and OS-level STIG hardening are available for regulated environments. Chainguard addresses vendors handling cardholder data that face PCI DSS vulnerability management requirements. Chainguard says its VMs run across cloud and on-premise environments. Chainguard names compliance frameworks such as FedRAMP and CMMC among those its zero-CVE images help with.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
September 27, 2026November 4, 2026

Where they overlap

  • Software supply chain security is the primary category of both Chainguard and JFrog.

Where they differ, field by field

  • JFrog is also filed under Software composition analysis, Static application security testing and Secrets detection.
  • Chainguard lists Chainguard Containers, Chainguard Libraries, Chainguard VMs, Chainguard OS Packages, Chainguard Actions and 2 more. JFrog lists JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services.
  • Chainguard is privately held. JFrog is a public company listed on Nasdaq as FROG.

How they differ

Chainguard sells hardened open source artifacts, including Chainguard Containers for over 3,000 projects, Chainguard Libraries as a malware-free catalog of open source dependencies, and Chainguard OS Packages with 30,000+ zero-CVE packages. JFrog sells a platform with a governance layer called JFrog AppTrust, which signs every artifact and enforces policy gates, along with JFrog Mission Control, which manages multiple JFrog Platform Deployments. CISO Tribune also files JFrog under Software composition analysis, Static application security testing and Secrets detection.

Chainguard is privately held, while JFrog is a public company listed on Nasdaq as FROG. JFrog offers a fully managed SaaS service and a Self-Managed on-premises solution. Chainguard VMs support AWS, Azure, Google Cloud and on-premise hypervisors including VMware, Nutanix and OpenStack. Chainguard names Shift5, Canva and the Army Software Factory in its customer claims, and JFrog names Woven Planet, which standardized on JFrog Artifactory. JFrog says it serves enterprise and government organizations.

On November 3, 2026, Chainguard introduced Chainguard Harness and opened its beta waitlist. On July 21, 2026, Booz Allen Hamilton signed an enterprise license agreement with Chainguard. On February 26, 2026, JFrog announced that its board of directors authorized a share repurchase program of up to $300 million of its ordinary shares.

What it sells: Chainguard

What Chainguard Containers does[7][10][14]
Chainguard offers container images for over 3,000 projects, and hundreds of Helm charts, rebuilt continuously in a SLSA Level 3 environment. Custom Assembly configures Chainguard Factory to build images to a customer's specifications. Chainguard offers over 1,200 FIPS-validated container variants and OS-level STIG hardening for regulated environments. Every Chainguard image ships with Sigstore signatures, a signed SBOM and SLSA L2 provenance.
What Chainguard Libraries does[12]
Chainguard Libraries is a malware-free catalog of open source dependencies. Chainguard offers a catalog of Python, Java, JavaScript, Go and .NET packages. Chainguard Libraries works with existing artifact managers and workflows.
What Chainguard VMs does[13]
Chainguard VMs are minimal Linux images based on Chainguard OS and come in three types. Chainguard VMs support AWS, Azure, Google Cloud and on-premise hypervisors including VMware, Nutanix and OpenStack. Chainguard VMs carry a CVE remediation SLA of 7 days for critical and 14 days for high, medium, and low through automated rebuilds.
What Chainguard OS Packages does[14]
Chainguard offers 30,000+ zero-CVE packages, including every package powering Chainguard Containers. Chainguard OS Packages has a FIPS variant built with the latest versions of Chainguard's FIPS-validated cryptographic modules.
What Chainguard Actions does[15]
Chainguard Actions are drop-in replacements for upstream GitHub Actions. Every Chainguard Action ships with a full hardening report.
What Chainguard Guardener does[10]
Chainguard Guardener analyzes and rebuilds Dockerfiles layer by layer, maps packages and tests incrementally. Guardener opens a migration pull request for all actions with a drop-in Chainguard equivalent.
What Chainguard Workspaces does[19]
Chainguard Workspaces isolates untrusted code inside Chainguard-hardened microVMs. Chainguard Workspaces is currently in beta and is a Technology Preview.

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 Chainguard and JFrog

What do Chainguard and JFrog sell?
Chainguard sells Chainguard Containers, Chainguard Libraries, Chainguard VMs, Chainguard OS Packages, Chainguard Actions and 2 more. JFrog sells JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services.
Are Chainguard and JFrog in the same category?
Yes. Software supply chain security is the primary category of both on CISO Tribune.
Who owns Chainguard and JFrog?
Chainguard is privately held. JFrog is a public company listed on Nasdaq as FROG.
Who are Chainguard and JFrog sold to?
From its own pages, Chainguard sells mainly to engineering and security teams whose developers and AI agents pull open source software. JFrog describes its platform as providing what Dev, Ops, Security, and Governance teams and their agents need in one place.
What have Chainguard and JFrog announced recently?
November 3, 2026: Chainguard introduced Chainguard Harness, an offering for hunting exploitable vulnerabilities in a running application, and opened its beta waitlist. 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 Chainguard

Chainguard sells hardened open source artifacts that replace vulnerable or malicious versions found publicly. Chainguard says it aims to eliminate malware and vulnerability risk across containers, dependencies, CI/CD actions and AI agent skills. Chainguard hardens open source before developers start writing a single line of code.[1][10]

Chainguard offers container images for over 3,000 projects, and hundreds of Helm charts, rebuilt continuously by AI reconciler agents in a SLSA Level 3 environment. Every Chainguard image ships with Sigstore signatures, a signed SBOM and SLSA L2 provenance. Chainguard Factory tracks upstream changes, triggers clean rebuilds and publishes new images with updated SBOMs and provenance. Custom Assembly configures Chainguard Factory to build images to a customer's specifications, using 30,000+ packages. Chainguard gives direct access to the APKs underpinning entitled Chainguard Containers. Chainguard offers updated EOL images with low-to-zero CVEs for up to 6 months to help teams transition off legacy software. Chainguard extends its secure-by-default standard to commercial ISV software.[1][10]

Chainguard offers over 1,200 FIPS-validated container variants and OS-level STIG hardening for regulated environments. Chainguard says zero-CVE images, signed SBOMs and full provenance simplify compliance across frameworks like FedRAMP, PCI DSS, SOC 2, CMMC and CRA. Chainguard says PCI DSS vulnerability management requirements create significant overhead for vendors handling cardholder data. Chainguard says Shift5 saved 2.5 months of engineering time per person on CVE remediation. Chainguard says Canva dodged hundreds of thousands of malware attacks on npm and PyPI. Chainguard says the Army Software Factory freed up 40% of developer time for mission-enabling innovation.[10][11][13]

Chainguard Libraries is a malware-free catalog of open source dependencies. Chainguard offers a catalog of Python, Java, JavaScript, Go and .NET packages so teams can turn off live access to public registries. Chainguard says customers switch standard registry endpoints to Chainguard to prevent malware and shrink the CVE backlog. Chainguard Libraries works with existing artifact managers and workflows. Chainguard says every Chainguard-built version comes with full provenance and signed SBOMs. Chainguard says every remediated package includes embedded SLSA L3 provenance and SBOMs. Chainguard says every package is scanned for malicious behavior before distribution. Chainguard Repository provides every package needed on day one and lets customers configure cooldowns.[12]

Chainguard VMs are minimal Linux images based on Chainguard OS and come in three types. Chainguard VMs include only the essential components for running containers: a Linux kernel, systemd, glibc, and optional userspace tools like SSH. Chainguard VMs support AWS, Azure, Google Cloud and on-premise hypervisors including VMware, Nutanix and OpenStack. Chainguard VMs carry a CVE remediation SLA of 7 days for critical and 14 days for high, medium, and low through automated rebuilds. Chainguard VMs support kernel-independent FIPS 140-3-validated cryptography. Chainguard VMs offer DISA STIG hardening and CIS Benchmark Level 1 hardening.[13]

Chainguard offers 30,000+ zero-CVE packages, including every package powering Chainguard Containers. Chainguard says secure packages can be swapped in whether a team builds with Bazel, Melange, Dockerfiles or another tool. Chainguard says every artifact ships with build-time generated SBOMs. Chainguard OS Packages has a FIPS variant built with the latest versions of Chainguard's FIPS-validated cryptographic modules. Chainguard offers a catalog of 1,000+ hardened third-party actions. Chainguard Actions are drop-in replacements for upstream GitHub Actions. Chainguard re-verifies and rehardens every action whenever its upstream version changes or a new attack pattern emerges. Every Chainguard Action ships with a full hardening report. Chainguard Guardener analyzes and rebuilds Dockerfiles layer by layer, maps packages and tests incrementally. Guardener opens a migration pull request for all actions with a drop-in Chainguard equivalent. Chainguard offers 1,000+ hardened community skills that are safe from malicious instructions.[10][14][15][16]

Chainguard says reconciler bots and AI agents run continuously across its entire catalog. Chainguard says every package is rebuilt from source in an isolated SLSA L3 environment on its own minimal OS. Chainguard says every build starts with an immutable SHA reference to the upstream source. Chainguard says it signs every artifact it ships. Chainguard says every image is rebuilt with a separate apko toolchain to produce a bitwise-equivalent result.[1][17]

Chainguard Checks runs CI inside Chainguard microVMs that produce cryptographically signed attestations. Chainguard Checks is currently in beta and is a Technology Preview. Chainguard Workspaces isolates untrusted code inside Chainguard-hardened microVMs. Chainguard Workspaces is currently in beta and is a Technology Preview. Chainguard Harness builds an application from source in an isolated environment and lets Mythos 5.1 hunt through a live instance for exploitable vulnerabilities. Chainguard Harness is currently in beta and is a Technology Preview.[1][4][6][18][19][20]

Chainguard on the record

Sources

Chainguard full record

  1. [1]chainguard.devChainguard · chainguard.dev · undated page, accessed September 27, 2026 · Tier A
  2. [2]Chainguard announces 280 million growth financing from general catalyst to usher in next era of trusted open source software 302592279Chainguard via PR Newswire · prnewswire.com · published October 23, 2025 · Tier A
  3. [3]Chainguard for the Public Sector | Secure OSSChainguard · undated page, accessed October 23, 2026 · Tier A
  4. [4]Chainguard for Financial Services | Prevent cyber attacksChainguard · undated page, accessed October 23, 2026 · Tier A
  5. [5]The trusted source for open source | ChainguardChainguard · undated page, accessed October 23, 2026 · Tier A
  6. [6]Chainguard for Startups | Scale fast and securelyChainguard · undated page, accessed October 23, 2026 · Tier A
  7. [7]Proven, not promised: Chainguard Containers achieves SLSA Build Level 3Chainguard · published August 17, 2026 · Tier A
  8. [8]Booz Allen Hamilton signs enterprise license agreement with ChainguardChainguard · published July 21, 2026 · Tier A
  9. [9]Chainguard Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 23, 2026 · Tier C
  10. [10]Chainguard Containers | 3,000+ hardened container imagesChainguard · undated page, accessed November 3, 2026 · Tier A
  11. [11]Simplify PCI-DSS Requirements with ChainguardChainguard · undated page, accessed November 3, 2026 · Tier A
  12. [12]Chainguard Libraries | Secure Open Source DependenciesChainguard · undated page, accessed November 3, 2026 · Tier A
  13. [13]Chainguard VMs | Secure your virtual machine imagesChainguard · undated page, accessed November 3, 2026 · Tier A
  14. [14]Chainguard OS Packages | 30,000+ secure packagesChainguard · undated page, accessed November 3, 2026 · Tier A
  15. [15]Chainguard Actions | Secure-by-default CI/CD workflowsChainguard · undated page, accessed November 3, 2026 · Tier A
  16. [16]Chainguard Guardener | Easy, AI-assisted migrationChainguard · undated page, accessed November 3, 2026 · Tier A
  17. [17]Chainguard Factory | ChainguardChainguard · undated page, accessed November 3, 2026 · Tier A
  18. [18]Chainguard Checks | Ship through trusted CIChainguard · undated page, accessed November 3, 2026 · Tier A
  19. [19]Chainguard Workspaces | Code safely with agentsChainguard · undated page, accessed November 3, 2026 · Tier A
  20. [20]Chainguard Harness | Eliminate CVE and malware exposureChainguard · undated page, accessed November 3, 2026 · Tier A
  21. [21]Everything we announced at Chainguard Assemble London 2026Chainguard · published November 3, 2026 · Tier A
  22. [22]Chainguard Launches Athena, the Industry Coalition to Fix Open Source Vulnerabilities Before Attackers Can Find ThemPR Newswire · published June 15, 2026 · Tier A

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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