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IT documentation · November 2026 Edition

BookStack vs Document360

Zero of fourteen models named BookStack first on the direct prompt; three named Document360. BookStack was named by fourteen of the fourteen models and Document360 by thirteen and BookStack carries 30 labels and Document360 35, so the shares are not directly comparable.

BookStack

accepted challenger

Named in one category this edition.

Document360

accepted challenger

Named in one category this edition.

First-choice share18%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 15; printed, not drawn.
Labels3035A 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.Confluence was named alongside these two in fourteen of the fourteen direct answers. Hudu vs BookStack · Hudu vs Document360 · 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 modelsDocument360
Direct03
Paraphrase00
Comparative00
Budget-constrained1001 against Document360
Scale-constrained001 against BookStack
Negative002 against BookStack · 1 against Document360
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 Document360 stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
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 Document360 first choice named as an alternative argued againstblank: not namedEach cell is one answer, BookStack on the left and Document360 on the right.

The direct prompt

The plain question, one answer per model, grouped by where BookStack and Document360 stood in it.

Document360 first, BookStack not the choice

3 of 14 modelsBookStack was named in the answer but not as the choice, or not at all.
Mistral SmallConfluence, Document360 alternatives: Freshservice, GitBook, IT Glue, Mintlify
GLM 4.7 FlashXDocument360 alternatives: Confluence, GitBook
MiniMax M2.5Document360 alternatives: Confluence, Freshservice, GitBook, Hudu

Neither was the first choice, one was named

8 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Confluence, Hudu alternatives: Document360, Tettra
GPT-5.4 miniConfluence alternatives: Document360, Guru, IT Glue
Gemini 3.5 FlashHudu alternatives: Confluence, Document360, GitBook, IT Glue, Scribe, Tango
Perplexity SonarHudu alternatives: Confluence, Document360, Freshservice, SharePoint
DeepSeek V4 FlashConfluence, Hudu alternatives: Document360, Notion
Llama 4 MaverickConfluence alternatives: Document360, Freshservice, GitBook
Kimi K2Confluence alternatives: Document360, Notion
Muse Glimmer 30BConfluence alternatives: Document360, Freshservice, Notion

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Grok 4.20Confluence alternatives: GitBook, Hudu, IT Glue, Notion
Qwen 3.7 FlashHudu alternatives: Confluence, Guidde, Scribe
GPT-6 LunaHudu alternatives: Confluence, IT Glue, SharePoint

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.
BookStack13%#4 of 14
Document3607%#6 of 14
The full small business standing →
Mid-marketThe figures above
BookStack leads by twelve points.
BookStack18%#3 of 15
Document3605%#6 of 15
The full mid-market standing →
Enterprise
The order flips: Document360 leads at enterprise.
Document36012%#3 of 15
BookStack2%#10 of 15
The full enterprise standing →

What the models said about BookStack

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.

“BookStack, Wiki.js, Docusaurus, and similar tools can provide control, but the organization must handle hosting, patching, backups” Perplexity Sonar · negative prompt · soft negative
“BookStack notes that some export formats may be transformed or lossy, which is a caution sign even in otherwise portable systems.” GPT-5.4 mini · negative prompt · soft negative
“Great for clean, simple KB articles and runbooks, but lacking built-in IT asset discovery, IPAM, and credential vaulting.” Gemini 3.5 Flash · scale prompt · soft negative
“If you have zero budget and 1 IT person: Choose BookStack. It is the industry standard for free, self-hosted IT documentation.” Qwen 3.7 Flash · budget prompt · first choice
“For zero budget: Go with BookStack – it's the most user-friendly and purpose-built for IT documentation.” Kimi K2 · budget prompt · first choice
“If you want zero cost and easy setup for team runbooks: Go with BookStack.” Gemini 3.5 Flash · budget prompt · first choice

What the models said about Document360

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.

“Some models show a high negative rating, indicating potential issues with usability” Mistral Small · negative prompt · soft negative
“Document360 alone has no free plan.” Muse Glimmer 30B · budget prompt · soft negative
“Document360 and Confluence are the top recommendations due to their scalability, user-friendly interfaces, and strong feature sets.” Mistral Small · direct prompt · first choice
“Document360 currently scores best on the criteria that matter most (ease of use, permissions, search, and user ratings)” MiniMax M2.5 · direct prompt · first choice
“Top Recommendation: Document360” GLM 4.7 FlashX · direct prompt · first choice
Also compared

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.