GitLab vs Gitea
One of fourteen models named GitLab first on the direct prompt; zero named Gitea. GitLab was named by fourteen of the fourteen models and Gitea by thirteen and GitLab carries 81 labels and Gitea 27, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the source control hosting page.
By framing
GitLabFirst choices, of fourteen modelsGitea
Across every category in the October 2026 Edition, GitLab and Gitea were named in the same answer seventy times, of the 250 answers naming GitLab and the 72 naming Gitea. In those answers Gitea took the first choice four times and GitLab thirteen.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | | | |
| Mistral Small | | | | | | |
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | | |
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | | | |
GitLab Gitea first choice named as an alternative argued againstblank: not namedEach cell is one answer, GitLab on the left and Gitea on the right.The direct prompt
GitLab first, Gitea not the choice
1 of 14 modelsGitea was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
12 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
What the models said about GitLab
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“GitLab SaaS - not budget-friendly for small, scaling teams” Llama 4 Maverick · negative prompt · hard negative
“GitLab SaaS is also worth caution, since one source describes it as not budget-friendly for small, scaling teams” Perplexity Sonar · negative prompt · soft negative
“GitLab (Self-hosted) | ⚠️ Be cautious - Critical CVEs and configuration risks require expertise” DeepSeek V4 Flash · negative prompt · soft negative
“GitLab Ultimate/Premium | Unmatched "single-pane-of-glass" DevOps platform. Exceptional built-in CI/CD, security scanning, and compliance tracking.” Gemini 3.5 Flash · scale prompt · first choice
“GitLab is a popular choice among developers and offers a free plan with unlimited public and private repositories, making it a cost-effective option” Llama 4 Maverick · budget prompt · first choice
“I'd recommend starting with a pilot of GitHub Enterprise Server or GitLab Self-Managed, as both offer the best balance of enterprise features” GLM 4.7 FlashX · scale prompt · first choice
What the models said about Gitea
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“"For a fresh install in May 2026, I would not pick Gitea"” GLM 4.7 FlashX · negative prompt · hard negative
“Self-Hosted Gitea / Forgejo ... these have had significant security issues” Kimi K2 · negative prompt · soft negative
“Smaller platforms can be riskier due to less mature security practices” Mistral Small · negative prompt · soft negative
“For a company on a tight budget, the best all‑around choice is Gitea (self‑hosted).” GLM 4.7 FlashX · budget prompt · first choice
“Prioritize self-hosted/open options like Forgejo, Gitea, or Codeberg for privacy” Grok 4.1 Fast · negative prompt · first choice
“self-hosted open-source options such as Forgejo or Gitea” Perplexity Sonar · negative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.