De 10 beste verktøyene for generering av SBOM-er i 2026

By
Paulo Gardini Miguel

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Her er min innsikt i de beste verktøyene for generering av SBOM-er – se hvilke alternativer som virkelig forenkler sikkerhet og samsvar for prosjektene dine i 2026. La oss gjøre arbeidsflyten din smartere.

Verktøy for generering av SBOM hjelper deg med å opprette en detaljert programvarekomponentliste (SBOM) som viser alle komponentene i applikasjonene dine, slik at du kan spore programvareavhengigheter, sårbarheter og samsvarsrisikoer. Hvis du ser etter de beste verktøyene for generering av SBOM, trenger du sannsynligvis å styrke sikkerheten i leverandørkjeden, forenkle revisjoner eller oppfylle nye regulatoriske krav. 

Det riktige valget kan spare deg for mye manuelt gravearbeid og hjelpe deg med å oppdage trusler eller mangler før de forstyrrer systemene dine. Denne listen presenterer de ledende alternativene, deres viktigste styrker og hvordan de passer inn i IT- og sikkerhetsarbeidsflyter fra virkeligheten, slik at du kan ta en velbegrunnet beslutning for teamet ditt.

Hvorfor du kan stole på våre programvareanbefalinger

6,700+

Reviews

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Industry experts

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Evaluation factors

14

Years

Teamet vårt har testet og anmeldt programvare siden 2012. Vi er selv teknologiledere, så vi vet hvor vanskelig og hvor viktig det er å velge riktig programvare.

I denne guiden har vi vurdert verktøyene gjennom praktisk testing og uavhengig research og gitt dem poeng ut fra våre utvelgelseskriterier.

Anmeldelsene våre bygger på vår egen redaksjonelle vurdering. De er ikke et salgsargument.

Ekspertanmeldere:

Sammenligningstabell: Verktøy for generering av SBOM

Denne sammenligningstabellen viser priser for de beste verktøyene for generering av SBOM.

1Best for shifting SBOM left in dev workflowsFree plan + 14-day free trial + free demo availableFrom $34/monthWebsite
2Best for firmware and device securityFree demo availablePricing upon requestWebsite
3Best for multi-language codebase scanningNot availableFree foreverWebsite
4Best for integration with Microsoft environmentsNot availableFree foreverWebsite
5Best for enterprise compliance managementFree demo availablePricing upon requestWebsite
6Best for unified open source scanning capabilitiesNot availableFree forever Website
7Best for policy-driven risk managementFree demo availablePricing upon requestWebsite
8Best for synchronized artifact trackingFree demo availableFrom $1,200/yearWebsite
9Best for continuous component risk analysisNot availableFree forever Website
10Best for automated vulnerability insights14-day free trial + free demo availablePricing upon requestWebsite

Anmeldelser av de beste verktøyene for generering av SBOM

Nedenfor finner du mine detaljerte sammendrag av de beste verktøyene for generering av SBOM som kom med på kortlisten min. Anmeldelsene mine gir en detaljert gjennomgang av funksjonene, integrasjonene og de beste bruksområdene for hvert verktøy, slik at du kan finne det som passer best for deg.

  1. Best for shifting SBOM left in dev workflows
    • Free plan + 14-day free trial + free demo available
    • From $34/month
    Visit Website
    Customer Rating:4.4/5
    SonarQube UI showing CVE vulnerabilities list with risk severity and dependency filters.
    SonarQube filters vulnerabilities by risk severity across all dependencies.

    SonarQube is a code quality and security platform that combines SAST, SCA, and SBOM generation, exporting dependency inventories in both CycloneDX and SPDX formats across nine package ecosystems.

    Who Is SonarQube Best For?

    SonarQube is a strong fit for DevSecOps teams that want SBOM generation built into the same platform they already use for code quality and security scanning.

    Why I Picked SonarQube

    I've included SonarQube in my top picks because it's the only tool on this list that generates SBOMs inside the same platform your developers already use to catch bugs and security issues. When a scan runs in your CI pipeline, SonarQube simultaneously detects direct and transitive dependencies across nine package ecosystems and exports a ready-to-submit SBOM in CycloneDX or SPDX format. I also like that it layers EPSS and CISA KEV data on top of raw CVE scores, so you're not triaging every finding blindly.

    SonarQube Key Features

    • Dual-format SBOM export: Generate dependency inventories in CycloneDX and SPDX formats, each available in both JSON and XML encodings, for direct submission to regulatory workflows.
    • License policy enforcement: Apply predefined or custom license profiles to flag incompatible or copyleft dependencies automatically across direct and transitive components.
    • SBOM import analysis: Pass externally generated SBOMs to the Sonar scanner via the sonar.sca.sbomImportPaths parameter to analyze dependencies not discovered by SonarQube itself.
    • Pull request decoration: Surface dependency vulnerability and license findings inline on PRs across GitHub, GitLab, Bitbucket, and Azure DevOps before code is merged.

    SonarQube Integrations

    SonarQube offers native integrations with six CI/CD platforms, including Jenkins, GitHub Actions, GitLab CI/CD, Azure Pipelines, Bitbucket Pipelines, and Codemagic. GitHub, GitLab, Bitbucket, and Azure DevOps support pull request decoration, while REST APIs and CLI tools enable custom SBOM workflows.

    Pros and Cons

    Pros:

    • Imports and analyzes third-party SBOMs
    • Embeds vulnerability and license checks in PRs
    • Generates SBOMs in both SPDX and CycloneDX

    Cons:

    • SBOM export only in enterprise editions
    • No binary or container SBOM scanning
  2. Best for firmware and device security
    • Free demo available
    • Pricing upon request
    Finite State screenshot
    Finite State analyzes firmware, binaries, SBOMs, device risks, and lifecycles.

    Finite State is a product security platform built specifically for connected devices and embedded systems, offering automated SBOM generation from firmware binaries and source code, binary SCA, vulnerability enrichment, and end-to-end SBOM lifecycle management.

    Who Is Finite State Best For?

    Finite State is a natural fit for product security engineers and embedded systems teams at companies building connected devices, IoT hardware, or medical equipment that must meet regulatory SBOM requirements.

    Why I Picked Finite State

    I picked Finite State as one of the best because it solves a problem most SBOM tools ignore entirely: generating accurate SBOMs from firmware binaries, not just source code. Most tools work from manifest files or build declarations, which means they miss components that actually ship. 

    Finite State derives SBOMs directly from firmware and binaries, giving you a reconciled inventory grounded in what the device actually runs. I also like the reachability-tied VEX analysis, where every "not affected" decision is backed by exploit context and persists across releases automatically.

    Finite State Key Features

    • Post-market monitoring with living SBOMs: Tracks new CVE disclosures against your shipped firmware versions and updates the SBOM and VEX status continuously, so your product risk record stays current after release.
    • Design-time architecture security: Connects threat models, security requirements, and verification plans directly to the software that ships, creating traceable design-to-build evidence across the product lifecycle.
    • Policy-as-code enforcement: Lets you define security policies as code, version them alongside your applications, and enforce reviewable controls automatically during builds and releases.
    • Assurance Studio compliance packaging: Generates audit-ready reports, VEX documents, and evidence packages for CRA, FDA, and ISO frameworks from the same artifact-backed analysis, without manual assembly.

    Finite State Integrations

    Finite State offers native integrations with GitHub Actions, GitLab CI, Jenkins, Azure DevOps, Bitbucket, Azure Repos, Travis CI, Jira, Slack, Microsoft Teams, and ServiceNow, plus supports SPDX and CycloneDX SBOM format ingestion. An API and CLI are available for custom integrations and CI/CD pipeline automation.

    Pros and Cons

    Pros:

    • Supports diverse binary instruction architectures
    • Reachability analysis filters unreachable findings
    • Generates SBOMs from firmware and binaries

    Cons:

    • Only targets enterprise-scale organizations
    • Limited customizable reporting options
    Learn more about Finite State:
  3. Best for multi-language codebase scanning
    • Not available
    • Free forever
    cdxgen screenshot
    cdxgen generates CycloneDX SBOMs and SPDX exports from code and containers.

    cdxgen is an open-source CLI tool and library that generates CycloneDX SBOMs and SPDX exports from source code, container images, and package URLs across a wide range of languages, package managers, and BOM types, including SBOM, CBOM, OBOM, AI-BOM, and SaaSBOM.

    Who is cdxgen Best For?

    cdxgen is a natural fit for security engineers and DevSecOps teams working in polyglot environments where a single codebase spans multiple languages and runtimes.

    Why I Picked cdxgen

    I picked cdxgen as one of the best because no other open-source tool matches its language coverage for generating SBOMs across polyglot codebases. I use the -r recursive flag to scan a single repo spanning Java, Python, Go, and JavaScript in one pass, producing a unified CycloneDX BOM without running separate tools per language. 

    I also like the --profile appsec flag with --evidence mode, which adds reachability data and service context to the SBOM rather than just listing package manifests. For teams working across microservices with mixed runtimes, that depth of evidence makes triage significantly more actionable.

    cdxgen Key Features

    • SBOM server mode: Run cdxgen as a local REST API server to generate SBOMs on demand from any connected tool or script.
    • VEX document generation: Produce Vulnerability Exploitability eXchange documents alongside SBOMs to capture exploitability status for identified CVEs.
    • Container image scanning: Analyze container images directly to extract OS package layers and application dependencies into a single BOM.
    • Multi-BOM type support: Generate CBOM, OBOM, SaaSBOM, and AI-BOM formats in addition to standard SBOMs, covering cryptographic assets, operations, and AI model inventories.

    cdxgen Integrations

    cdxgen features an official GitHub Action for CI/CD automation and integrates with OWASP Dependency-Track. It functions as an ESM library for Node.js/Deno, a local REST API server, and a CLI tool compatible with CI/CD systems, including Jenkins, GitLab CI, and Bitbucket Pipelines.

    Pros and Cons

    Pros:

    • Fully free and open source under Apache 2.0
    • Includes reachability analysis with call evidence
    • Covers 20+ languages with auto-detection

    Cons:

    • Universal scans can produce noisy BOMs needing triage
    • Requires Java 21+ for certain language scans
    Learn more about cdxgen:
  4. Best for integration with Microsoft environments
    • Not available
    • Free forever
    Microsoft SBOM Tool screenshot
    Microsoft SBOM Tool creates SPDX SBOMs from builds, source folders, and packages.

    Microsoft SBOM Tool is an open-source CLI and .NET library built by Microsoft that generates and validates SPDX 2.2 and SPDX 3.0 SBOMs from build artifacts, source directories, and package dependencies across any OS.

    Who Is Microsoft SBOM Tool Best For?

    Microsoft SBOM Tool is a natural fit for security and DevOps engineers working within Microsoft-centric pipelines on Azure DevOps, GitHub Actions, or .NET build systems.

    Why I Picked Microsoft SBOM Tool

    I picked Microsoft SBOM Tool as one of the best because it's built specifically for the Microsoft ecosystem, with dedicated guides for GitHub Actions and Azure DevOps pipelines baked directly into the project. I use the NuGet package (Microsoft.SBOM.Api) to embed SBOM generation directly into .NET build steps, which means no separate tooling layer. 

    I also like the built-in redact command, which strips file references from an SBOM before sharing it externally, a practical compliance step that most other tools leave to manual post-processing.

    Microsoft SBOM Tool Key Features

    • SBOM validation: Run the validate command against any generated SPDX 2.2 or SPDX 3.0 file to confirm its integrity against the original drop path.
    • Docker image support: Build and run the tool as a Docker container, scanning mounted directories without installing anything on the host system.
    • WinGet and Homebrew installation: Install directly via WinGet on Windows or Homebrew on macOS, keeping the binary version-managed alongside other system packages.
    • Component detection via ClearlyDefined: The tool pulls license information from the ClearlyDefined API, automatically populating license fields for detected dependencies in the generated SBOM.

    Microsoft SBOM Tool Integrations

    Microsoft SBOM Tool offers native integration support for GitHub Actions and Azure DevOps. An API is available for custom integrations.

    Pros and Cons

    Pros:

    • Auto-detects multiple package managers per directory
    • Same tool used internally across Microsoft
    • Supports massive artifact volumes

    Cons:

    • Does not accept outside community contributions
    • Outputs SPDX only, no CycloneDX support
    Learn more about Microsoft SBOM Tool:
  5. Best for enterprise compliance management
    • Free demo available
    • Pricing upon request
    Cybeats SBOM Studio screenshot
    Cybeats SBOM Studio tracks SBOMs, vulnerabilities, licenses, and supply risks.

    Cybeats SBOM Studio is an enterprise SBOM management platform that handles SBOM ingestion, storage, vulnerability lifecycle management, license compliance analysis, and supply chain risk monitoring across the full software development lifecycle.

    Who Is Cybeats SBOM Studio Best For?

    Cybeats SBOM Studio is a strong fit for security engineers and product security officers at enterprise organizations in regulated industries like medical devices, industrial control systems, and government contracting.

    Why I Picked Cybeats SBOM Studio

    Cybeats SBOM Studio earns its spot on my shortlist because it maps directly to the compliance mandates that regulated industries are actually dealing with right now, including Executive Order 14028 and ICS cybersecurity standards. I particularly like the policy-based alerting system, which fires when a component approaches end of life or a vendor breach is detected, so compliance gaps surface before audits do. 

    The license analysis engine, which covers both OSS and COTS components, is another feature I find genuinely useful for teams managing software sold to government agencies.

    Cybeats SBOM Studio Key Features

    • Multi-format SBOM import: Ingest SBOMs in SPDX (2.2 to 3.0.1) and CycloneDX (1.2 to 1.7) formats from any upstream supplier.
    • Software provenance and pedigree screening: Trace component origins and supply chain lineage without requiring access to source code.
    • Multi-tier supply chain visibility: Inspect third-party software across all tiers of your supply chain, covering both OSS and COTS components.
    • SBOM sharing: Distribute SBOMs to customers and receive SBOMs from technology providers directly within the platform.

    Cybeats SBOM Studio Integrations

    Cybeats SBOM Studio offers a GitHub Actions integration that lets you upload SBOMs, scan for vulnerabilities, and fail builds based on severity thresholds directly in your CI/CD pipeline. An API is available for custom integrations, and the platform supports SBOM ingestion from any upstream tool that outputs SPDX or CycloneDX formats.

    Pros and Cons

    Pros:

    • Maps to multiple regulatory compliance mandates
    • Low false positive rate on vulnerabilities
    • Supports both SPDX and CycloneDX formats

    Cons:

    • Limited third-party native integrations available
    • Requires external SBOM ingestion
    Learn more about Cybeats SBOM Studio:
  6. Best for unified open source scanning capabilities
    • Not available
    • Free forever
    Trivy screenshot
    Trivy detects CVEs, secrets, license issues, and generates SBOM files.

    Trivy is an open source SBOM generation tool that scans containers, source code, artifacts, and cloud environments to inventory components, analyze dependencies, and produce machine-readable SBOMs in standard formats.

    Who Is Trivy Best For?

    Trivy is a great fit for DevSecOps engineers and security teams in organizations building and securing cloud-native applications at scale.

    Why I Picked Trivy

    I picked Trivy as one of the best because its unified open source scanning capabilities let me generate CycloneDX and SPDX SBOMs from containers, code, and dependencies. I can capture license data while correlating known vulnerabilities in a single workflow.

    Trivy Key Features

    • Multi-ecosystem scanning: Supports containers, VMs, filesystems, source code, and IaC templates.
    • CI/CD integration: Offers a CLI and plugins for use in automated build and deployment pipelines.
    • Package manager support: Detects dependencies across npm, pip, go modules, Maven, and more.
    • REST API availability: Provides an API to trigger scans and retrieve SBOM and vulnerability data programmatically.

    Trivy Integrations

    Trivy offers native integrations with Docker, GitHub Actions, Harbor, and Kubernetes, and provides a CLI and REST API for custom integrations and CI/CD automation.

    Pros and Cons

    Pros:

    • Exports SBOMs in CycloneDX and SPDX
    • Scans containers, filesystems, and codebases
    • Open source and highly community-supported

    Cons:

    • Limited role-based access control options
    • Lacks graphical user interface
    Learn more about Trivy:
  7. Best for policy-driven risk management
    • Free demo available
    • Pricing upon request
    Black Duck Software Composition Analysis screenshot
    Black Duck SCA governs OSS risks, SBOMs, licenses, and security policies.

    Black Duck SCA is an enterprise software composition analysis tool that scans open source and third-party components for vulnerabilities, generates and manages SBOMs, and enforces license compliance and security policies across the SDLC.

    Who Is Black Duck Software Composition Analysis Best For?

    Black Duck SCA is a strong fit for enterprise security and compliance teams operating in regulated industries like finance, healthcare, and defence.

    Why I Picked Black Duck Software Composition Analysis

    I've included Black Duck SCA in my top picks because it has one of the most mature policy enforcement engines in the SCA space. What I like most is the ability to define custom policies that automatically block builds in CI/CD pipelines when a component violates a security or license rule, which removes the manual triage step entirely. 

    I also like the Black Duck KnowledgeBase, a proprietary vulnerability database with 20+ years of human-verified intelligence that catches issues the NVD frequently misses or delays reporting on.

    Black Duck Software Composition Analysis Key Features

    • SBOM generation and export: Produces SBOMs in both CycloneDX and SPDX formats, exportable for sharing with customers or regulatory bodies.
    • Binary analysis: Scans compiled binaries and container images for open source components without requiring access to source code.
    • Snippet scanning: Detects copied or modified open source code fragments embedded inside proprietary files that standard dependency scans miss.
    • License obligation tracking: Identifies license types across all detected components and maps the legal obligations each license imposes on your codebase.

    Black Duck Software Composition Analysis Integrations

    Black Duck SCA offers native integrations with GitHub, GitLab, Bitbucket, Azure DevOps, Jenkins, CircleCI, Bamboo, Jira, Slack, and Microsoft Teams, along with binary repository integrations for Artifactory and Docker Registry. It exports SBOMs in CycloneDX and SPDX formats, and a REST API is available for custom integrations.

    Pros and Cons

    Pros:

    • Scans binary files without source access
    • Accurate dependency identification across codebases
    • Automated policy gates block non-compliant builds

    Cons:

    • Scan results can be inconsistent between runs
    • Initial setup requires heavy vendor support
    Learn more about Black Duck Software Composition Analysis:
  8. Best for synchronized artifact tracking
    • Free demo available
    • From $1,200/year
    Sonatype SBOM Manager screenshot
    Sonatype SBOM Manager governs SBOMs, VEX, licenses, and AI/ML components.

    Built on Sonatype's software composition analysis (SCA) engine, SBOM Manager is a dedicated SBOM lifecycle platform that handles automated SBOM ingestion, VEX annotation management, license obligation tracking, and AI/ML component governance across both first- and third-party software.

    Who Is Sonatype SBOM Manager Best For?

    Sonatype SBOM Manager is a strong fit for DevSecOps teams at mid-to-large software companies managing high-volume artifact pipelines across multiple product lines.

    Why I Picked Sonatype SBOM Manager

    I picked Sonatype SBOM Manager because of how it handles artifact synchronization across the entire SDLC, something I haven't seen executed this precisely elsewhere. The centralized SBOM repository keeps original, augmented, and versioned SBOMs in a single store with full traceability, so my team always has an audit-ready record tied to a specific release. 

    I also like the continuous monitoring layer, which re-scans previously ingested SBOMs when new vulnerability data arrives and triggers VEX status updates automatically.

    Sonatype SBOM Manager Key Features

    • AIBOM support: Inspect AI components and Hugging Face models across first- and third-party SBOMs to identify risks in your AI supply chain.
    • License obligation management: Run an obligation workflow for each component and license, with a task checklist to resolve issues and log fulfilled obligations for future audits.
    • Policy and compliance validation: Apply tailored policy rules to validate SBOMs against organizational and regulatory standards before releasing software.
    • Multi-ecosystem component intelligence: Scan and analyze components across 13 supported ecosystems, covering open-source, commercial, and AI model components.

    Sonatype SBOM Manager Integrations

    Sonatype SBOM Manager integrates into CI/CD pipelines and supports SBOM ingestion via APIs. The broader Sonatype platform offers native integrations with Jenkins, GitHub, GitLab, Azure DevOps, Jira, Atlassian Bamboo, Atlassian Bitbucket, Eclipse, IntelliJ IDEA, and AWS, with an API available for custom integrations.

    Pros and Cons

    Pros:

    • Covers AI models and Hugging Face components
    • Automated attribution reports cut manual effort
    • Facilitates broad compliance mapping

    Cons:

    • English-only interface limits global teams
    • No built-in SBOM generation from source
    Learn more about Sonatype SBOM Manager:
  9. Best for continuous component risk analysis
    • Not available
    • Free forever
    OWASP Dependency-Track screenshot
    Dependency-Track monitors CycloneDX SBOMs against NVD, OSV, and VulnDB.

    OWASP Dependency-Track is an open-source component analysis platform that ingests SBOMs in CycloneDX format and monitors them against vulnerability databases like the NVD, OSV, and VulnDB.

    Who Is OWASP Dependency-Track Best For?

    OWASP Dependency-Track is a strong fit for security and engineering teams in regulated industries that need ongoing, automated visibility into component risk across multiple projects.

    Why I Picked OWASP Dependency-Track

    I've included OWASP Dependency-Track in my top picks because it treats SBOM analysis as a continuous process, not a one-time scan. What I find distinctive is the portfolio-level dashboard: every component across every project version is re-evaluated automatically as new CVEs land, so risk surfaces the moment it emerges. 

    I also like the expression-based policy engine, which lets you codify your own standards and auto-triage findings or break a build on a violation without manual review.

    OWASP Dependency-Track Key Features

    • VEX document support: Import and associate Vulnerability Exploitability eXchange documents to record and share exploitability decisions alongside your SBOM data.
    • Multi-source vulnerability feeds: Correlates findings against NVD, OSV, VulnDB, and Snyk simultaneously to reduce missed vulnerabilities.
    • EPSS score display: Shows Exploit Prediction Scoring System scores alongside CVSS ratings for each finding to help prioritize remediation.
    • REST API: Exposes all platform functions via API for automated SBOM ingestion and reporting within CI/CD pipelines.

    OWASP Dependency-Track Integrations

    OWASP Dependency-Track includes built-in notification publishers for Slack, Microsoft Teams, Mattermost, Cisco WebEx, and Jira, and offers a Jenkins plugin and a GitHub Action for CI/CD pipeline publishing. A REST API and configurable outbound webhooks are available for custom integrations.

    Pros and Cons

    Pros:

    • Self-hosted with no per-user or per-project caps
    • Tracks every component across all project versions
    • Aggregates five vulnerability intelligence sources simultaneously

    Cons:

    • Requires self-hosting and infra handling
    • Only ingests CycloneDX, not SPDX SBOMs
    Learn more about OWASP Dependency-Track:
  10. Best for automated vulnerability insights
    • 14-day free trial + free demo available
    • Pricing upon request
    Anchore SBOM screenshot
    Anchore SBOM examines SBOMs, drift, vulnerabilities, and SCA risks.

    Anchore SBOM is an SBOM-powered software composition analysis (SCA) platform that handles SBOM generation, storage, analysis, drift detection, and vulnerability monitoring across the full software development lifecycle.

    Who Is Anchore SBOM Best For?

    Anchore SBOM is a strong fit for security and DevSecOps teams in mid-to-large enterprises that need automated vulnerability tracking across container-based and cloud-native software environments.

    Why I Picked Anchore SBOM

    I picked Anchore SBOM as one of the best because of how it handles vulnerability detection across the full software lifecycle. I especially like the SBOM drift detection feature, which flags unexpected dependency changes in the build process, including potential malicious infiltrations. 

    I also use the centralized SBOM repository to search for impacted applications the moment a new vulnerability like Log4j surfaces, cutting incident response time significantly.

    Anchore SBOM Key Features

    • Multi-stage SBOM generation: Generate SBOMs at each stage of the development process, from source code repositories and CI/CD pipelines to container registries and runtimes.
    • Automated policy enforcement: Define policies based on SBOM metadata for packages, files, configuration data, secrets, and malware, and get alerted when disallowed software is identified.
    • Tag-based application reporting: Tag and group artifacts associated with a specific application or release to pinpoint vulnerabilities and risks across each new build.
    • SBOM sharing and export: Produce and share SBOMs for individual artifacts or entire applications with external customers, compliance auditors, and internal security teams.

    Anchore SBOM Integrations

    Anchore offers native integrations across CI/CD systems, collaboration tools, container orchestration platforms, image registries, and security feeds, including Jenkins, GitHub Actions, GitLab CI, CircleCI, Azure DevOps, Jira, Slack, Microsoft Teams, Kubernetes, and Docker Hub. Anchore also provides 100% API coverage for custom integrations into your existing DevOps toolchain.

    Pros and Cons

    Pros:

    • Imports third-party SBOMs from external suppliers
    • Supports air-gapped and on-premises deployments
    • Composite Anchore Score prioritizes vulnerability remediation

    Cons:

    • Focuses on cloud native
    • SBOM data can be slow to load
    Learn more about Anchore SBOM:

Andre verktøy for generering av SBOM

Her er noen flere alternativer for verktøy for generering av SBOM som ikke kom med på kortlisten min, men som likevel er verdt å undersøke:

  1. 11
    TernBest for analyzing container images
  2. 12
    CycloneDXBest for advanced supply chain transparency
  3. 13
    Snyk Open SourceBest for open source security monitoring
  4. 14
    GitLabBest for integrated workflow automation in CI/CD
  5. 15
    Mend.ioBest for continuously updated open source inventory
  6. 16
    KiuwanBest for detailed software health scoring
  7. 17
    FOSSABest for automated license compliance tracking
  8. 18
    JFrog XrayBest for deep artifact component analysis
  9. 19
    Checkmarx SCABest for code-to-cloud visibility in pipelines
  10. 20
    Amazon Inspector SBOM GeneratorBest for AWS native workload assessments

How I Evaluate SBOM Generation Tools

I evaluate SBOM tools in two layers: core criteria around format output, transitive resolution, and pipeline fit, then differentiators like VEX support, binary analysis depth, and continuous monitoring.

Core Functionality (Table Stakes For This List)

When I'm selecting tools for my list, I rank each one on a scale from 0 (does not offer the functionality) to 5 (excels in this area) for each core functionality listed below. Then, I calculate the tool's total score as a percentage. Each tool needs to achieve a minimum total score of 65% to be considered for inclusion.

  • Standard format support: I check whether a tool outputs SBOMs in SPDX and CycloneDX, including support for multiple serialization options like JSON and XML that downstream consumers typically require.
  • Multi-ecosystem dependency scanning: Coverage across package managers like npm, Maven, PyPI, Go modules, and NuGet matters because most teams ship software built on more than one language stack.
  • Container and binary analysis: I evaluate whether the tool can scan container images, compiled binaries, and filesystems, since production artifacts often contain components that source manifests alone won't capture.
  • CI/CD pipeline integration: Tools should offer a CLI, REST API, or native plugins for systems like Jenkins, GitHub Actions, or GitLab CI so SBOM generation runs automatically at build time.
  • Transitive dependency resolution: I look at how accurately the tool maps nested dependencies, not just top-level packages, since a single direct dependency can pull in dozens of transitive components.
  • Vulnerability and license enrichment: Each SBOM should be enriched with CVE data, license identifiers, supplier info, and component hashes to meet NTIA minimum elements and support risk-based decision-making.

Once I have a list of tools that meet this criteria, I consider what sets each platform apart.

Differentiating Factors (What Sets Vendors Apart)

Here's how I compare and contrast different vendors:

Standout Features

I look for VEX support because it lets teams flag which CVEs actually apply to their shipped product, which cuts through alert noise when customers or auditors review the SBOM. Deep binary analysis also matters; tools that scan compiled artifacts and firmware catch components that manifest-only scanners miss entirely. Continuous SBOM drift detection is another separator. Automatic diffing between builds surfaces unexpected component additions or version changes, which is how you catch supply chain tampering early.

Beyond Features

Regulatory alignment is a major differentiator. I evaluate whether a tool supports NTIA minimum elements and can produce signed SBOMs for audit scenarios, especially for teams supplying software to government agencies or regulated sectors like healthcare and defence. Deployment model also weighs heavily; air-gapped and self-hosted options matter when your security posture rules out SaaS. I also consider ecosystem breadth, particularly how well a tool handles vendored or non-package-managed components alongside standard package managers.

Slik velger du verktøy for generering av SBOM

Det er lett å gå seg vill i lange funksjonslister og komplekse prismodeller. For å hjelpe deg med å holde fokus mens du går gjennom den unike programvareutvelgelsesprosessen din, får du her en sjekkliste over faktorer du bør ha i tankene:

FaktorSkalerbarhetHva du bør vurdereKan verktøyet håndtere omfanget av kodebasen, byggemengden og fremtidig vekst? Ta hensyn til størrelsen på virksomhetens kodearkiver og behovet for parallelle bygg.
FaktorIntegrasjonerHva du bør vurdereKobler verktøyet seg direkte til CI/CD, registre eller artefaktlager? Vurder tilgjengeligheten av programtillegg for utviklingsstakken din.
FaktorTilpasningsmuligheterHva du bør vurdereKan utdataformater, arbeidsflyter og samsvarsmaler konfigureres etter prosessen din og bransjekravene?
FaktorBrukervennlighetHva du bør vurdereEr brukeropplevelsen enkel for både ingeniører og samsvarsmedarbeidere? Vurder læringskurven og hvor godt arbeidsflyten passer for ulike team.
FaktorImplementering og oppstartHva du bør vurdereHvor lang tid vil oppsett, innledende skanninger og opplæring ta? Kontroller dokumentasjonen, støttede distribusjonsmodeller og leverandørens støtte ved oppstart.
FaktorKostnadHva du bør vurdereSamsvarer prisen med volumet av prosjekter, skanninger eller brukere? Finn ut om kostnadene passer med arbeidsflyten for programvareleveransen, eller om de kan øke uventet.
FaktorSikkerhetstiltakHva du bør vurdereHvilken autentisering, revisjonslogging og personvern finnes? Undersøk nøye støtten for isolerte eller regulerte miljøer.
FaktorSamsvarskravHva du bør vurdereKan verktøyet generere rapporter og erklæringer som oppfyller regulatoriske standarder som NTIA, EO 14028 eller bransjespesifikke krav?

Hva er verktøy for generering av SBOM?

Verktøy for generering av SBOM er programvareplattformer som automatisk oppretter maskinlesbare programvarekomponentlister (SBOM-er) for å dokumentere komponentene, avhengighetene og lisensene som finnes i kode, containere og binærfiler. 

Disse verktøyene hjelper sikkerhets-, samsvars- og ingeniørteam med å opprettholde oversikten over hele programvareleverandørkjeden og oppfylle regulatoriske krav ved å spore komponenter med åpen kildekode og tredjepartskomponenter i leverte applikasjoner.

Funksjoner

Vær oppmerksom på følgende viktige funksjoner når du velger verktøy for generering av SBOM:

  • Utdata i standardformat: Genererer SBOM-er i anerkjente formater som SPDX, CycloneDX eller SWID for å sikre kompatibilitet med systemer for leverandørkjeder og samsvar.
  • Skanning på tvers av økosystemer: Kartlegger komponenter fra et bredt utvalg programmeringsspråk og pakkeadministratorer, og støtter moderne utviklingsprosesser med flere språk.
  • Analyse av containere og binærfiler: Skanner containeravbildninger, binærfiler og filsystemer for å fange opp alle leverte programvarekomponenter – ikke bare de som er deklarert i manifestfiler.
  • Integrasjon med CI/CD-prosesser: Automatiserer oppretting av SBOM som en del av prosessene for bygging og lansering, reduserer manuelt arbeid og opprettholder revisjonsspor.
  • Deteksjon av transitive avhengigheter: Finner og dokumenterer nestede og indirekte avhengigheter, ikke bare toppnivåpakker, for en fullstendig og nøyaktig oversikt.
  • Berikelse med sårbarhets- og lisensinformasjon: Legger til detaljer som CVE-identifikatorer, lisenstyper og leverandørdata for hver oppdagede komponent, og støtter gjennomganger av risiko og samsvar.
  • Sporing av avvik og endringer: Marker forskjeller mellom SBOM-er som er generert på tvers av bygginger, slik at team kan oppdage uautoriserte endringer, oppgraderinger eller manipulering.
  • Tilpassbar rapportering: Tilbyr konfigurerbare maler eller eksporter slik at brukere kan tilpasse SBOM-data til ulike behov knyttet til samsvar, kunder eller intern bruk.
  • Rollebasert tilgangskontroll: Støtter tillatelsesinnstillinger slik at sensitive leverandørkjededata kan begrenses til riktige brukere eller team.
  • Eksport- og integrasjonsmuligheter: Tilbyr API-er og eksportalternativer for videre integrasjon med plattformer for styring, risiko og samsvar.

Løsninger for verktøy for generering av SBOM inkluderer vanligvis ikke kunstig intelligens som en del av funksjonstilbudet.

Fordeler

Implementering av verktøy for generering av SBOM gir flere fordeler for teamet og virksomheten din. Her er noen av fordelene du kan se frem til:

  • Bedre oversikt over leverandørkjeden: Kartlegger automatisk alle programvarekomponenter og avhengigheter, slik at du alltid vet hva som finnes i kodebasen eller i leverte artefakter.
  • Støtte for regulatorisk samsvar: Genererer SBOM-er i standardformater som bidrar til å oppfylle krav fra myndigheter, helsesektoren eller bedriftskunder.
  • Redusert sikkerhetsrisiko: Beriker komponenter med sårbarhets- og lisensdata, slik at du kan oppdage risikable pakker med åpen kildekode før de når produksjon.
  • Raskere revisjoner og svar: Produserer etterprøvbare oppføringer og endringssporing som støtter hendelseshåndtering, leverandørgjennomganger eller samsvarskontroller.
  • Automatiserte DevSecOps-prosesser: Integreres med CI/CD-verktøy for å bygge inn sikkerhets- og samsvarsoppgaver direkte i prosessen for bygging og lansering.
  • Forbedret hendelsesdeteksjon: Oppdager uautoriserte eller uventede endringer mellom bygginger gjennom automatisert deteksjon av SBOM-avvik.
  • Bedre samarbeid på tvers av team: Gir tydelige, maskinlesbare oversiktsdata som interessenter innen utvikling, sikkerhet og samsvar alle kan få tilgang til og handle ut fra.

Kostnader og priser

Valg av verktøy for generering av SBOM krever en forståelse av de ulike prismodellene og abonnementene som er tilgjengelige. Kostnadene varierer basert på funksjoner, teamstørrelse, tillegg og mer. Tabellen nedenfor oppsummerer vanlige abonnementer, gjennomsnittsprisene deres og typiske funksjoner som er inkludert i løsninger for verktøy for generering av SBOM:

Sammenligningstabell for abonnementer for verktøy for generering av SBOM

AbonnementstypeGratisabonnementGjennomsnittspris$0Vanlige funksjonerBegrenset formatstøtte, grunnleggende skanning av avhengigheter, brukerstøtte fra fellesskapet og bruksbegrensninger.
AbonnementstypePersonlig abonnementGjennomsnittspris$5-$25/bruker/månedVanlige funksjonerEksport i flere formater, støtte for språkøkosystemer, CLI-tilgang og brukerstøtte via e-post.
AbonnementstypeBedriftsabonnementGjennomsnittspris$25-$60/bruker/månedVanlige funksjonerCI/CD-integrasjon, berikelse med sårbarhetsinformasjon, endringssporing, API-tilgang, rollebaserte kontroller og SLA-er.
AbonnementstypeVirksomhetsabonnementGjennomsnittspris$60-$150/bruker/månedVanlige funksjonerAvanserte samsvarsfunksjoner, distribusjon i et isolert nettverk eller på egen infrastruktur, revisjonsspor, dedikert brukerstøtte og hjelp med oppstart.

Vanlige spørsmål om verktøy for generering av SBOM

Her er noen svar på vanlige spørsmål om verktøy for generering av SBOM:

Hvordan inngår verktøy for generering av SBOM i en CI/CD-pipeline?

Verktøy for generering av SBOM integreres vanligvis direkte i CI/CD-pipelinen, slik at hver bygging automatisk genererer en SBOM. Dette hjelper team med å opprettholde oppdaterte og etterprøvbare oversikter over hvilke komponenter som inngår i hver utgivelse, og forbedrer den generelle sikkerheten til applikasjonene betydelig.

Er verktøy for generering av SBOM nyttige for proprietær eller eldre programvare?

Ja, verktøy for generering av SBOM kan skanne binærfiler og containere, ikke bare kildekode, for å analysere pakkenavn og detaljer. Dette er spesielt nyttig for å spore komponenter i eldre applikasjoner eller tredjepartsprodukter uten tilgjengelige manifestfiler, slik at en standard sårbarhetsskanner kan vurdere programvarepakken nøyaktig.

Hvilke samsvarsstandarder bidrar verktøy for generering av SBOM til å oppfylle?

Disse verktøyene bidrar til å oppfylle krav i standarder som NTIAs minimumselementer, presidentordre 14028 og sektorspesifikke krav, for eksempel FDAs cybersikkerhetskrav før markedsføring eller EUs lov om digital motstandsdyktighet. De legger også til rette for automatisert utveksling av pakkedata, slik at regulatoriske rapporter blir enkle å dele.

Hvordan identifiserer verktøy for generering av SBOM transitive avhengigheter?

De fleste verktøy fanger ikke bare opp avhengigheter på øverste nivå, men skanner og kartlegger også alle transitive (indirekte) avhengigheter. Dette bidrar til å sikre full oversikt over programvareleverandørkjeden.

Kan verktøy for generering av SBOM oppdage endringer mellom programvarebygginger?

Ja, mange løsninger tilbyr deteksjon av avvik eller endringer ved å sammenligne SBOM-er fra ulike bygginger for å fremheve nye, fjernede eller endrede komponenter som kan være tegn på risiko eller manipulering av leverandørkjeden.

Paulo Gardini Miguel
Paulo Gardini Miguel
Paulo is the Director of Technology at the rapidly growing media tech company BWZ. Prior to that, he worked as a Software Engineering Manager and then Head Of Technology at Navegg, Latin America’s largest data marketplace, and as Full Stack Engineer at MapLink, which provides geolocation APIs as a service. Paulo draws insight from years of experience serving as an infrastructure architect, team leader, and product developer in rapidly scaling web environments. He’s driven to share his expertise with other technology leaders to help them build great teams, improve performance, optimize resources, and create foundations for scalability.
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