CISO Tribune

Vendor comparison · 2 companies

GitLab vs Truffle Security

GitLab states that software teams and their agents plan, build, secure, and ship on one control plane. Truffle Security is the company behind TruffleHog, an open-source security project. CISO Tribune files both under 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.

Change the companies

Up to four companies side by side.

  • GitLab
  • Truffle Security
GitLab vs Truffle Security: Products, Customers and Funding Compared
GitLabGitLab states that software teams and their agents plan, build, secure, and ship on one control plane.about.gitlab.comTruffle SecurityTruffle Security is the company behind TruffleHog, an open-source security project.trufflesecurity.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.
  • TruffleHog[1][4][5][6][7][8][9][10][11]Uncovers exposed non-human identities and their secrets.
  • TruffleHog Analyze[1][5][10]Identifies the resources and permissions associated with NHIs, API keys, and other secrets.
  • TruffleHog Enterprise[1][10][11]Used by Optro and TextNow to detect exposed secrets across source code and collaboration tools.
Categories
Headquarters
Not stated on its pagesSan Francisco, United States[3]
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Public (Nasdaq Global Market: GTLB)[1][14]Privately held[7]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • June 1, 2026Truffle Security says Hugging Face partnered closely with it, and CTO Julien Chaumond contributed native storage-bucket scanning support to TruffleHog.[4]
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.Its customer stories describe organisations that scan source code together with collaboration tools such as Jira, Slack, and Confluence, and one of them works in customer data and marketing automation. TruffleHog can run on isolated servers operated by Truffle Security or on servers the customer runs. TruffleHog also offers on-premise scanners for sources on an internal network.
Last verified
November 5, 2026September 27, 2026

Where they overlap

  • GitLab and Truffle Security are both filed under Secrets detection.

Where they differ, field by field

  • GitLab's primary category is Static application security testing; Truffle Security's is Secrets detection.
  • GitLab is also filed under Software composition analysis and Software supply chain security. Truffle Security is also filed under Non-human identity security.
  • GitLab lists GitLab Duo Agent Platform, GitLab.com, Self-Managed, GitLab Dedicated, GitLab Dedicated for Government and 1 more. Truffle Security lists TruffleHog, TruffleHog Analyze and TruffleHog Enterprise.
  • Truffle Security is headquartered in San Francisco, United States.
  • GitLab is a public company listed on Nasdaq Global Market as GTLB. Truffle Security is privately held.

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: Truffle Security

What TruffleHog does[1][4][5][6][7][8][9][10][11]
TruffleHog scans hidden content, deleted code, and version history from GitHub, Google Cloud, Slack, and other commonly used tools. TruffleHog looks for secrets in GitHub comments and pull requests. TruffleHog integrates with more than 20 platforms and tools. TruffleHog scans released artifacts for leaked secrets introduced during the build process.
What TruffleHog Analyze does[1][5][10]
TruffleHog Analyze identifies the resources and permissions associated with NHIs, API keys, and other secrets without requiring access to a provider's UI. TruffleHog Analyze works with TruffleHog Enterprise to reveal secret ownership, access scope, and permissions.
What TruffleHog Enterprise does[1][10][11]
Optro chose TruffleHog Enterprise for its detectors and integrations. Optro detects exposed secrets across source code, Jira, Slack, and S3 application logs, and routes findings into its SecOps workflows. Findings from Optro's scans move into Tines for investigation and response. With TruffleHog Enterprise at TextNow, verification helps the team decide which exposures require immediate response.

Questions about GitLab and Truffle Security

What do GitLab and Truffle Security sell?
GitLab sells GitLab Duo Agent Platform, GitLab.com, Self-Managed, GitLab Dedicated, GitLab Dedicated for Government and 1 more. Truffle Security sells TruffleHog, TruffleHog Analyze and TruffleHog Enterprise.
Are GitLab and Truffle Security in the same category?
They share Secrets detection. GitLab's primary category is Static application security testing and Truffle Security's is Secrets detection.
Where are GitLab and Truffle Security headquartered?
Truffle Security is headquartered in San Francisco, United States.
Who owns GitLab and Truffle Security?
GitLab is a public company listed on Nasdaq Global Market as GTLB. Truffle Security is privately held.
Who are GitLab and Truffle Security sold to?
GitLab offers Self-Managed for customers that run it on any cloud or on premises, including air-gapped patterns. Its customer stories describe organisations that scan source code together with collaboration tools such as Jira, Slack, and Confluence, and one of them works in customer data and marketing automation.
What have GitLab and Truffle Security announced recently?
June 1, 2026: Truffle Security says Hugging Face partnered closely with it, and CTO Julien Chaumond contributed native storage-bucket scanning support to TruffleHog.

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

Truffle Security full record

  1. [1]trufflesecurity.comTruffle Security · trufflesecurity.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Truffle security raises 25 million series b to expand nhi security 302606933Truffle Security via PR Newswire · prnewswire.com · published November 6, 2025 · Tier A
  3. [3]Terms conditionsTruffle Security · trufflesecurity.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]Scanning 7.6 Petabytes of Hugging Face Training Data for SecretsTruffle Security Co. · published June 1, 2026 · Tier A
  5. [5]Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  6. [6]About ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  7. [7]Security ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  8. [8]Meet Truffle Security at Black Hat 2026 - Booth 5727Truffle Security · undated page, accessed November 10, 2026 · Tier A
  9. [9]Integrations ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  10. [10]Klaviyo Customer Story ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  11. [11]Optro Customer Story ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  12. [12]Customers ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A
  13. [13]TextNow Customer Story ◆ Truffle Security Co.Truffle Security · undated page, accessed November 10, 2026 · Tier A

Spot a factual error? Request a correction.