Software composition analysis · RankedGitLab Dependency Scanning
GitLab Dependency Scanning is a software composition analysis feature from GitLab · gitlab.com ↗
Why models recommend it
“Choose Snyk / GitLab / Mend.io if developer velocity, PR-time feedback and automated remediation are primary.”Muse Glimmer 30B · Comparative question · alternative
“choose GitHub or GitLab's native option if you want integrated dependency alerts and fixes with minimal setup”GPT-6 Luna · Comparative question · alternative
“If your company uses GitLab, this feature is included and runs within GitLab CI pipelines”Mistral Small · Budget-constrained question · alternative
“Platform Native: *GitHub Advanced Security (GHAS) or GitLab Ultimate*”Gemini 3.5 Flash · Scale-constrained question · alternative
What gives them pause
“Less sophisticated than dedicated SCA tools; limited license compliance and policy features”DeepSeek V4 Flash · Comparative question · warning
Also on the shortlist
The products named in the same answers as GitLab Dependency Scanning, over the 24 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 22 | 9 | View → | |
| 20 | 1 | View → | |
| 18 | 2 | View → | |
| 16 | 6 | View → | |
| 13 | 1 | View → | |
| 13 | 0 | View → | |
| 12 | 0 | View → | |
| 12 | 0 | View → | |
| 11 | 2 | View → | |
| 11 | 0 | View → |
What the models named instead of GitLab Dependency Scanning →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on GitLab Dependency Scanning's own site, not checked by Gane.
- Also from GitLab
- GitLab CI, GitLab CI/CD, GitLab CI/CD variables, GitLab Container & Package Registry, GitLab Container Registry, GitLab Container Registry + Package Registry and 8 more
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 20 of the 24 answers that named GitLab Dependency Scanning and are not a share of its labels.
Domains cited
Ninety of the ninety domain citations in answers naming GitLab Dependency Scanning came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |