IT documentation · October 2026 Edition
BookStack vs GitBook
Zero of fourteen models named BookStack first on the direct prompt; one named GitBook. BookStack was named by ten of the fourteen models and GitBook by eleven and BookStack carries 20 labels and GitBook 21, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share13%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 10; printed, not drawn.
Labels2021A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BookStack reading right to left. Rank and label count are printed, not drawn.Document360 was named alongside these two in ten of the fourteen direct answers. Hudu vs BookStack · Hudu vs GitBook · Confluence vs BookStack
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 IT documentation page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BookStackFirst choices, of fourteen modelsGitBook
Direct01
Paraphrase00
Comparative01
Budget-constrained701 against GitBook
Scale-constrained00
Negative101 against BookStack · 1 against GitBook
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where BookStack and GitBook stood in it.
| 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 | | |
BookStack GitBook first choice named as an alternative argued againstblank: not namedEach cell is one answer, BookStack on the left and GitBook on the right.The direct prompt
The plain question, one answer per model, grouped by where BookStack and GitBook stood in it.
GitBook first, BookStack not the choice
1 of 14 modelsBookStack was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXConfluence, GitBook alternatives: Document360, NinjaOne Documentation, ONES Wiki
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashHudu alternatives: Atlassian Confluence, BookStack, Scribe, Tango
DeepSeek V4 FlashConfluence, Hudu alternatives: Document360, GitBook, Notion
Muse Glimmer 30BDocument360 alternatives: Freshservice, GitBook
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Document360 alternatives: Confluence, Hudu, Tango
GPT-5.4 miniIT Glue alternatives: Confluence, Document360
Perplexity SonarDocument360 alternatives: Confluence, ONES Wiki
Grok 4.1 FastConfluence alternatives: ClickUp Docs, Notion
Mistral SmallDocument360, Notion alternatives: Atera, Microsoft SharePoint
Llama 4 MaverickDocument360 alternatives: Bit.ai, Notion
Qwen 3.7 FlashConfluence alternatives: Document360, Notion
Kimi K2Hudu alternatives: IT Glue, NinjaOne Documentation
MiniMax M2.5ClickHelp, Document360 alternatives: Knowmax, NinjaOne Documentation, Notion
GPT-6 LunaHudu alternatives: Confluence, IT Glue
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
BookStack leads by seven points.
BookStack7%#5 of 9GitBook0%#9 of 9Mid-marketThe figures above
BookStack leads by twelve points.
BookStack13%#4 of 10GitBook2%#7 of 10Enterprise
The order flips: GitBook leads at enterprise.
GitBook4%#7 of 12BookStack2%#– of 12What the models said about BookStack
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Open-source projects like BookStack, Wiki.js, or ITFlow... they come with a distinct warning label” Gemini 3.5 Flash · negative prompt · soft negative
“Start with BookStack (free) if you can self-host it. It's purpose-built for IT documentation, has no hidden costs” DeepSeek V4 Flash · budget prompt · first choice
“Best on a tight budget: BookStack—if your team can host and maintain it. It’s free, open-source, and self-hosted” GPT-6 Luna · budget prompt · first choice
“If you have technical resources, BookStack offers the best value (completely free with excellent features)” Kimi K2 · budget prompt · first choice
What the models said about GitBook
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“General Cloud Wikis (GitBook, Notion, etc.) ... Data lock-in: Proprietary formats that make migration difficult” Kimi K2 · negative prompt · soft negative
“usually more oriented toward publishable documentation than general internal IT documentation” Perplexity Sonar · budget prompt · soft negative
“Confluence + Atlassian Marketplace or GitBook are the top two choices” GLM 4.7 FlashX · direct prompt · first choice
“GitBook best for developer documentation and API references.” Muse Glimmer 30B · comparative prompt · first choice
“Confluence, Notion, or GitBook | If your IT team behaves like a DevOps team.” Gemini 3.5 Flash · scale prompt · alternative
Also compared
Hudu vs BookStackHudu vs GitBookConfluence vs BookStackConfluence vs GitBookDocument360 vs BookStackDocument360 vs GitBookBookStack vs NotionBookStack vs IT GlueBookStack vs DocusaurusNotion vs GitBookIT Glue vs GitBookGitBook vs DocusaurusAll twenty-eight head-to-head pages and the full IT documentation standing
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.