Thunderdome B2B SaaS AI Visibility Index

← Code Hosting & Collaboration ranking

Enterprise pick · Prompt 5 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which code hosting and collaboration platform should a large enterprise standardize on, considering security, compliance, and scale?”

ChatGPT answered 3× this snapshot

For a large enterprise, the default recommendation is usually GitHub Enterprise or GitLab Enterprise, with Bitbucket Data Center being a fit mainly for organizations deeply invested in Atlassian. Short answer: Best overall default: GitHub Enterprise Best if you want one tightly integrated DevSecOps platform: GitLab Enterprise Best if your enterprise is heavily centered on Jira/Atlassian and wants self-managed at…

Named across its answers: 1. GitHub2. GitLab3. Bitbucket4. GitLab Enterprise5. Bitbucket Data Center

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

GitHub Enterprise dominates with 7 of 9 mentions and a first-recommendation rate of 7 of 9, making it the near-unanimous AI answer for enterprise security and compliance. Bitbucket appears in 6 answers but never leads, functioning as a secondary option rather than a genuine rival.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

All three models name GitHub and Bitbucket on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
GitHub 111111111 9/9 · 9× first · #1
Bitbucket 333333 6/9 · never first · #3
Azure DevOps 444334 6/9 · never first · #3.7
GitLab 22222 5/9 · never first · #2
GitLab Ultimate 222 3/9 · never first · #2
Bitbucket Data Center 34 2/9 · never first · #3.5
GitLab Enterprise 2 1/9 · never first · #2

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Never mentioned here: Gitea, Forgejo, SourceHut, Codeberg, Radicle, AWS CodeCommit, Replit, Gogs, Fossil.

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Part of the Code Hosting & Collaboration snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.