One of fourteen models named Bitbucket first on the direct prompt; zero named Gitea. Bitbucket was named by fourteen of the fourteen models and Gitea by thirteen and Bitbucket carries 76 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.
Across every category in the October 2026 Edition, Bitbucket and Gitea were named in the same answer sixty-one times, of the 222 answers naming Bitbucket and the 72 naming Gitea. In those answers Gitea took the first choice five times and Bitbucket one.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“*Atlassian ended support for Bitbucket Server in February 2024*” Muse Glimmer 30B · negative prompt · hard negative
“Bitbucket - had major impact incidents and high-severity flaws” Llama 4 Maverick · negative prompt · hard negative
“One-third of Bitbucket incidents had major impact” GLM 4.7 FlashX · negative prompt · hard negative
“If using Jira/Confluence (common in B2B): Bitbucket—seamless integration cuts context-switching; 3x cheaper than competitors” Grok 4.1 Fast · direct prompt · first choice
“Top Recommendation: Bitbucket” GLM 4.7 FlashX · paraphrase prompt · first choice
“Best For: Mid-to-large businesses that already run their entire planning, PM, and documentation cycles on Jira and Confluence.” Gemini 3.5 Flash · comparative prompt · alternative
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.