CISO Tribune

Vendor comparison · 2 companies

GitLab vs Raven.io

GitLab states that software teams and their agents plan, build, secure, and ship on one control plane. Raven.io sells runtime security that prevents exploits at runtime, before there is a CVE. CISO Tribune files both under Software composition analysis. 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
  • Raven.io
GitLab vs Raven.io: Products, Customers and Funding Compared
GitLabGitLab states that software teams and their agents plan, build, secure, and ship on one control plane.about.gitlab.comRaven.ioRaven.io sells runtime security that prevents exploits at runtime, before there is a CVE.raven.io
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.
  • Runtime Prevention[1]Blocks malicious code execution at runtime whether or not a CVE exists for the underlying flaw.
  • Runtime ADR[1]Detects and responds to application-level attacks and provides detailed application forensics.
  • Runtime SCA[1]Analyzes which open-source vulnerabilities are actually reachable at runtime and provides remediation plans for the rest.
  • Runtime Gatekeeper[1]Evaluates applications before deployment to identify and block risky ones from reaching production.
  • Runtime AI-Agents[1]Gives visibility into AI agents running in an environment and identifies unauthorized or shadow agents.
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]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • March 18, 2026RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.[10]
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.From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime. Raven.io names enterprise SaaS as a setting where it is used. Raven connects running libraries, active protection and recorded outcomes for security and compliance teams.
Last verified
November 5, 2026October 23, 2026

Where they overlap

  • GitLab and Raven.io are both filed under Software composition analysis.

Where they differ, field by field

  • GitLab's primary category is Static application security testing; Raven.io's is Cloud workload protection.
  • GitLab is also filed under Secrets detection and Software supply chain security. Raven.io is also filed under AI model and agent security and Application security posture management.
  • GitLab lists GitLab Duo Agent Platform, GitLab.com, Self-Managed, GitLab Dedicated, GitLab Dedicated for Government and 1 more. Raven.io lists Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents.
  • GitLab is a public company listed on Nasdaq Global Market as GTLB.

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.

Questions about GitLab and Raven.io

What do GitLab and Raven.io sell?
GitLab sells GitLab Duo Agent Platform, GitLab.com, Self-Managed, GitLab Dedicated, GitLab Dedicated for Government and 1 more. Raven.io sells Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents.
Are GitLab and Raven.io in the same category?
They share Software composition analysis. GitLab's primary category is Static application security testing and Raven.io's is Cloud workload protection.
Who owns GitLab and Raven.io?
GitLab is a public company listed on Nasdaq Global Market as GTLB.
Who are GitLab and Raven.io sold to?
GitLab offers Self-Managed for customers that run it on any cloud or on premises, including air-gapped patterns. From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime.
What have GitLab and Raven.io announced recently?
March 18, 2026: RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.

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

Raven.io full record

  1. [1]raven.ioRaven.io · raven.io · undated page, accessed October 23, 2026 · Tier A
  2. [2]Raven.io: Runtime Security Platform & Application ProtectionRaven.io · undated page, accessed November 10, 2026 · Tier A
  3. [3]Raven Runtime Security Pricing | Get a Custom QuoteRaven.io · undated page, accessed November 10, 2026 · Tier A
  4. [4]Database Protection | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  5. [5]Application-Aware Cloud Threat Hunting | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  6. [6]Support Compliance with Runtime Protection | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  7. [7]High-Compliance Environments | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  8. [8]Internet Facing Applications | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  9. [9]Innovating Cloud Security for Modern Applications | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  10. [10]RAVEN.IO Raises $20 Million to Prevent Cyberattacks as AI-Generated Exploits Make CVE-Based Security ObsoletePRNewswire · published March 18, 2026 · Tier A

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