# Source control hosting for small business buyers: what AI models recommend, September 2026

IT AI Recommendation Index, September 2026 Edition. Asked as "source control hosting platform" and as "Git hosting service", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://it-ai-index.com/developer/source-control-hosting/smb/

**Standing:** GitHub leads with 78% of first choices; verdict clear leader. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | GitHub | 78% | 14% | 73 |
| 2 | GitLab | 13% | 16% | 69 |
| 3 | Bitbucket | 7% | 18% | 67 |
| 4 | Gitea | 2% | 22% | 37 |
| 5 | Forgejo | 0% | 20% | 15 |
| 6 | Azure DevOps | 0% | 26% | 19 |
| 7 | AWS CodeCommit | 0% | 73% | 15 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: GitHub, GitLab
- GPT-5.4 mini: GitHub; alternatives Bitbucket, GitLab
- Gemini 3.5 Flash: GitHub; alternatives Bitbucket, GitLab
- Perplexity Sonar: GitHub; alternatives AWS CodeCommit, GitLab
- Grok 4.1 Fast: GitHub; alternatives Bitbucket, GitLab
- Mistral Small: GitHub; alternatives AWS CodeCommit, Bitbucket
- DeepSeek V4 Flash: GitHub; alternatives Bitbucket, GitLab
- Llama 4 Maverick: GitHub; alternatives Bitbucket, GitLab
- Qwen 3.7 Flash: Bitbucket, GitHub; alternatives GitLab
- Kimi K2: GitHub; alternatives Bitbucket, GitLab
- GLM 4.7 FlashX: GitHub; alternatives Azure DevOps, Bitbucket, GitLab, Gitea
- MiniMax M2.5: Bitbucket; alternatives GitHub, GitLab

## Sources the answers cite

56 of 72 answers came back with a source list, from 11 of 12 models. Sites named in the most answers:

- us.fitgap.com: 23 answers, 25 citations
- guideflow.com: 21 answers, 21 citations
- g2.com: 16 answers, 24 citations
- note.com: 16 answers, 16 citations
- gitprotect.io: 15 answers, 15 citations
- reddit.com: 14 answers, 20 citations
- viasocket.com: 12 answers, 16 citations
- devopsboys.com: 12 answers, 13 citations

Pages named in the most answers:

- https://guideflow.com/blog/version-control-software (21 answers)
- https://us.fitgap.com/search/version-control-hosting-software/small-business (20 answers)
- https://note.com/snake_dragon/n/n87068052df3a?hl=en (16 answers)
- https://gitprotect.io/blog/top-git-hosting-services (14 answers)
- https://cadence.withremote.ai/blog/github-vs-gitlab-vs-bitbucket (12 answers)
- https://devopsboys.com/blog/github-vs-gitlab-vs-bitbucket-2026 (12 answers)
- https://mgsoftware.nl/en/tools/best-version-control-systems (12 answers)
- https://stackscored.com/pricing/git-hosting (10 answers)
- https://g2.com/categories/version-control-hosting/small-business (9 answers)
- https://getpricepulse.com/blog/github-vs-gitlab-vs-bitbucket-pricing-2026.html (9 answers)

## Warned against

- Bitbucket: 12 of 67 labels negative. "if you are not using Jira/Trello or the Atlassian stack, because its main advantage is ecosystem integration rather than simplicity or neutrality" (Perplexity Sonar, negative prompt)
- AWS CodeCommit: 11 of 15 labels negative. "Legacy/declining services like AWS CodeCommit: AWS halted new customers in 2024; it's in maintenance mode" (Grok 4.1 Fast, negative prompt)
- GitHub: 10 of 73 labels negative. "small businesses should be cautious about using GitHub, Bitbucket, and Azure DevOps if they don't align with their specific needs" (Llama 4 Maverick, negative prompt)
- GitLab: 11 of 69 labels negative. "it is generally not recommended for companies on a tight budget." (Gemini 3.5 Flash, budget prompt)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.