# Bitbucket: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 81 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/bitbucket

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Source control hosting](https://www.gane.ai/index/it/developer/source-control-hosting/index.md) | 6% | 3 | 25% | 80 |
| [CI/CD platforms](https://www.gane.ai/index/it/developer/ci-cd-platforms/index.md) | 0% | 37 | 100% | 1 |

## What the models said for it

- "If your team is ≤5 people: Start with Bitbucket or GitLab's free tier — both offer excellent value" (MiniMax M2.5, Source control)
- "### 1. The Top Pick: Bitbucket (Free Plan)" (GLM 4.7 FlashX, Source control)
- "Top Recommendation: Bitbucket Cloud" (GLM 4.7 FlashX, Source control)
- "If your project managers, product owners, and support staff live and die in Jira, Bitbucket is the logical infrastructure layer" (Qwen 3.7 Flash, Source control)

## And against it

- "Bitbucket Server (the self-hosted on-premise product discontinued by Atlassian in Feb 2024) are either completely shut down or no longer supported." (Gemini 3.5 Flash, Source control)
- "Bitbucket is seen as a less favored option, with some users reporting issues or lack of innovation." (Mistral Small, Source control)
- "Bitbucket Server (Atlassian is deprecating it in favor of cloud)" (DeepSeek V4 Flash, Source control)
- "Bitbucket if you are not already invested in Atlassian... switching costs and dependence on the Atlassian ecosystem may outweigh its benefits." (Perplexity Sonar, Source control)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 4 | 2 | 0 | 6 |
| GPT-5.4 mini | 0 | 3 | 3 | 1 | 7 |
| Gemini 3.5 Flash | 0 | 4 | 1 | 2 | 7 |
| Perplexity Sonar | 0 | 3 | 0 | 1 | 4 |
| Grok 4.20 | 0 | 4 | 0 | 2 | 6 |
| Mistral Small | 0 | 2 | 1 | 2 | 5 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 4 | 7 |
| Llama 4 Maverick | 0 | 4 | 1 | 0 | 5 |
| Qwen 3.7 Flash | 0 | 4 | 1 | 1 | 6 |
| Kimi K2 | 0 | 3 | 0 | 2 | 5 |
| GLM 4.7 FlashX | 2 | 1 | 1 | 2 | 6 |
| MiniMax M2.5 | 1 | 3 | 0 | 3 | 7 |
| GPT-6 Luna | 0 | 4 | 0 | 0 | 4 |
| Muse Glimmer 30B | 0 | 3 | 2 | 1 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named Bitbucket, from 181 of the 225 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 82
- g2.com: 76
- gane.ai/index: 46
- toolradar.com: 46
- about.gitlab.com: 45
- docs.github.com: 44
- bitbucket.org: 42 (its own site)
- en.wikipedia.org: 38
- guptadeepak.com: 38
- atlassian.com: 27

### Pages cited

- https://github.com/pricing: 47
- https://g2.com/categories/version-control-hosting/small-business: 38
- https://guptadeepak.com/tools/top-5-git-hosting-platforms-2026: 38
- https://en.wikipedia.org/wiki/Comparison_of_source-code-hosting_facilities: 36
- https://toolradar.com/best/version-control: 35
- https://bitbucket.org/product/code-repository: 28
- https://www.gane.ai/index/it/developer/source-control-hosting/enterprise: 27
- https://ciopages.com/buyer-guides/source-code-management: 25

## In its own words

What Bitbucket's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Code and CI/CD, powered by AI and the Atlassian platform (https://bitbucket.org/)
- For: software teams (https://bitbucket.org/)
- Price stated: Plans (https://bitbucket.org/)
- Free plan or trial: Get it Free (https://bitbucket.org/)

## What it publishes

Every page bitbucket.org exposes, read 2026-09-29: 8 addresses. By kind, pages and the last 90 days:

- blog: 2 pages, 0 in the last 90 days, latest 2024-04-12
- Recent: 2024-04-12 blog: Generate pull request descriptions with atlassian intelligence https://bitbucket.org/blog/generate-pull-request-descriptions-with-atlassian-intelligence
- Recent: 2023-08-09 blog: Ai https://bitbucket.org/blog/ai

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.