| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Source control hosting | Developer platform | 4% | 3 of 33 | 26% | 76 | criticized challenger | =heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| CI/CD platforms | Developer platform | 0% | 27 of 43 | 0% | 1 | under 10 labels · led by GitHub Actions at 68% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Source control | 4% | 4% | =heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 of 33, unchanged |
| CI/CD | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 27 of 43, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 2 | 1 | 5 |
| GPT-5.4 mini | 0 | 4 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 4 | 6 |
| Perplexity Sonar | 0 | 2 | 1 | 1 | 4 |
| Grok 4.20 | 1 | 4 | 0 | 1 | 6 |
| Mistral Small | 0 | 3 | 2 | 1 | 6 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 2 | 6 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 4 | 2 | 1 | 7 |
| Kimi K2 | 0 | 2 | 1 | 3 | 6 |
| GLM 4.7 FlashX | 1 | 4 | 0 | 1 | 6 |
| MiniMax M2.5 | 0 | 4 | 1 | 1 | 6 |
| GPT-6 Luna | 0 | 3 | 3 | 0 | 6 |
| Muse Glimmer 30B | 0 | 1 | 2 | 3 | 6 |
Verbatim evidence the judge attached to positive labels.
“If using Jira/Confluence (common in B2B): Bitbucket—seamless integration cuts context-switching; 3x cheaper than competitors” Grok 4.20 · Source control · direct prompt · first choice
“Top Recommendation: Bitbucket” GLM 4.7 FlashX · Source control · 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 · Source control · comparative prompt · alternative
“Best for Atlassian‑stack teams: Bitbucket Free – unlimited private repos for ≤5 users, but limited CI minutes.” GLM 4.7 FlashX · Source control · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“*Atlassian ended support for Bitbucket Server in February 2024*” Muse Glimmer 30B · Source control · negative prompt · hard negative
“Bitbucket - had major impact incidents and high-severity flaws” Llama 4 Maverick · Source control · negative prompt · hard negative
“One-third of Bitbucket incidents had major impact” GLM 4.7 FlashX · Source control · negative prompt · hard negative
“is sunsetting native Issues and Wikis in Bitbucket Cloud in favor of Jira and Confluence integration*, which changes the workflow and lock-in surface” Muse Glimmer 30B · Source control · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 195 of the 222 answers that named Bitbucket and are not a share of its labels.
498 of the 553 domain citations in answers naming Bitbucket came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2 | 0 | 2024-04-12 |
Every page bitbucket.org exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Bitbucket's own pages state, read September 28, 2026: bitbucket.org. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Bitbucket's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Bitbucket, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Bitbucket by email, built from the raw record of the edition. It shows:
Bitbucket is among the products AI models recommend first in Source control hosting this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.