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Index › IT › Products › GitLab Dependency Scanning › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to GitLab Dependency Scanning, as AI models named them

In the November 2026 Edition, 241 of the 252 answers collected in the one category where GitLab Dependency Scanning holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.

Named instead, most often
Snyk Open Source68
Trivy35
Sonatype Lifecycle24
OWASP Dependency-Check15
Black Duck12
OWASP Dependency-Track12
First choices in the 241 answers that did not name GitLab Dependency Scanning, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Software composition analysis

Developer platform. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when GitLab Dependency Scanning is not its first choice or an alternative in it.
Small businessGitLab Dependency Scanning holds 6 labels here, under the 10-label cutoff, so it is unranked.

Eighty of the eighty-four answers did not name GitLab Dependency Scanning; it was the first choice in one. The first choices in those eighty answers, eleven products in all, the eight most named:

Snyk Open Source34 of 80
Trivy16 of 80
OWASP Dependency-Check10 of 80
GitHub Dependabot6 of 80
OSV-Scanner5 of 80
Aikido Security2 of 80
FOSSA1 of 80
GitHub Advanced Security1 of 80
3 more in the record.The full small business standing →
Mid-marketGitLab Dependency Scanning is #16 of 19 here at 0% of first choices, 12 labels.

Seventy-seven of the eighty-four answers did not name GitLab Dependency Scanning; it was the first choice in zero. The first choices in those seventy-seven answers, ten products in all, the eight most named:

Snyk Open Source23 of 77
Trivy16 of 77
OWASP Dependency-Check5 of 77
Mend.io – Mend SCA4 of 77
GitHub Dependabot3 of 77
OWASP Dependency-Track3 of 77
Aikido Security1 of 77
Black Duck1 of 77
2 more in the record.The full mid-market standing →
EnterpriseGitLab Dependency Scanning holds 6 labels here, under the 10-label cutoff, so it is unranked.

Eighty-four of the eighty-four answers did not name GitLab Dependency Scanning; it was the first choice in zero. The first choices in those eighty-four answers, thirteen products in all, the eight most named:

Sonatype Lifecycle24 of 84
Black Duck11 of 84
Snyk Open Source11 of 84
OWASP Dependency-Track9 of 84
Mend.io – Mend SCA5 of 84
OSV-Scanner3 of 84
Trivy3 of 84
Aikido Security1 of 84
5 more in the record.The full enterprise standing →

How to read this

A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled GitLab Dependency Scanning neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named GitLab Dependency Scanning only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from GitLab Dependency Scanning's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of GitLab Dependency Scanning was named by a model, not endorsed by anyone.

GitLab Dependency Scanning's pageAll products