Application security posture management · Named, not rankedGitLab Ultimate
GitLab Ultimate, from GitLab, is a product that includes built-in security features, dynamic application security testing and package registries · gitlab.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. GitLab Ultimate has 6.
Why models recommend it
“GitLab Premium is more affordable and still offers significant built-in security features”Qwen 3.7 Flash · Budget-constrained question · alternative
“GitLab Ultimate if you already build and secure most software in GitLab”GPT-6 Luna · Direct question · alternative
“GitLab (bundled DevSecOps, cost-effective for pipelines)”Grok 4.20 · Negative question · alternative
What gives them pause
“GitLab Ultimate (bundled ASPM-lite) ... You get locked into their ecosystem, the aggregation logic is biased toward their own scanners”DeepSeek V4 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as GitLab Ultimate, over the 13 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 8 | 1 | View → | |
| 6 | 1 | View → | |
| 6 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on GitLab Ultimate's own site, not checked by Gane.
- For
- enterprises
- Price stated
- Get custom pricing
- Starting price
- Only $15/user
- Free plan or trial
- Try for free
- Customers named
- CARFAX, Lockheed Martin, Deutsche Telekom, Iron Mountain, Dunelm, HackerOne
- 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 8 of the 13 answers that named GitLab Ultimate and are not a share of its labels.
Domains cited
Twenty-three of the twenty-seven domain citations in answers naming GitLab Ultimate came from a third party's page. Two were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |