IT documentation · October 2026 Edition
Document360 vs BookStack
Six of fourteen models named Document360 first on the direct prompt; zero named BookStack. Document360 was named by thirteen of the fourteen models and BookStack by ten and Document360 carries 35 labels and BookStack 20, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share15%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 10; printed, not drawn.
Labels3520A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Document360 reading right to left. Rank and label count are printed, not drawn.Confluence was named alongside these two in eight of the fourteen direct answers. Hudu vs Document360 · Hudu vs BookStack · Confluence vs Document360
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.
Document360First choices, of fourteen modelsBookStack
Direct60
Paraphrase20
Comparative10
Budget-constrained07
Scale-constrained00
Negative011 against Document360 · 1 against BookStack
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 Document360 and BookStack 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 | | |
Document360 BookStack first choice named as an alternative argued againstblank: not namedEach cell is one answer, Document360 on the left and BookStack on the right.The direct prompt
The plain question, one answer per model, grouped by where Document360 and BookStack stood in it.
Document360 first, BookStack not the choice
6 of 14 modelsBookStack was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Document360 alternatives: Confluence, Hudu, Tango
Perplexity SonarDocument360 alternatives: Confluence, ONES Wiki
Mistral SmallDocument360, Notion alternatives: Atera, Microsoft SharePoint
Llama 4 MaverickDocument360 alternatives: Bit.ai, Notion
MiniMax M2.5ClickHelp, Document360 alternatives: Knowmax, NinjaOne Documentation, Notion
Muse Glimmer 30BDocument360 alternatives: Freshservice, GitBook
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniIT Glue alternatives: Confluence, Document360
Gemini 3.5 FlashHudu alternatives: Atlassian Confluence, BookStack, Scribe, Tango
DeepSeek V4 FlashConfluence, Hudu alternatives: Document360, GitBook, Notion
Qwen 3.7 FlashConfluence alternatives: Document360, Notion
GLM 4.7 FlashXConfluence, GitBook alternatives: Document360, NinjaOne Documentation, ONES Wiki
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.1 FastConfluence alternatives: ClickUp Docs, Notion
Kimi K2Hudu alternatives: IT Glue, NinjaOne Documentation
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 9Document3600%#8 of 9Mid-marketThe figures above
The order flips: Document360 leads at mid-market.
Document36015%#3 of 10BookStack13%#4 of 10Enterprise
Document360 leads by two points.
Document3604%#6 of 12BookStack2%#– of 12What the models said about Document360
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Red flag: Free tier discontinued — this is a warning sign of pricing instability” Kimi K2 · negative prompt · hard negative
“Document360 suits technical writers, product teams, and customer support teams at mid-size to enterprise SaaS companies that need a dedicated platform for structured knowledge base and process documentation.” Claude Haiku 4.5 · direct prompt · first choice
“1. Document360 - a dedicated knowledge base and documentation platform for creating, organizing, publishing, and maintaining technical, product, customer, and internal documentation.” Llama 4 Maverick · direct prompt · first choice
“I'd recommend Document360 if your priority is a structured, scalable knowledge and documentation hub” Perplexity Sonar · paraphrase prompt · first choice
What 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
Also compared
Hudu vs Document360Hudu vs BookStackConfluence vs Document360Confluence vs BookStackDocument360 vs NotionDocument360 vs IT GlueDocument360 vs GitBookDocument360 vs DocusaurusBookStack vs NotionBookStack vs IT GlueBookStack vs GitBookBookStack 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.