Knowledge base and self-service · November 2026 Edition
Document360 vs BookStack
Ten of fourteen models named Document360 first on the direct prompt; zero named BookStack. Document360 was named by fourteen of the fourteen models and BookStack by eleven and Document360 carries 43 labels and BookStack 17, so the shares are not directly comparable.
Named in two categories this edition.
founded 2015. Named in one category this edition.
First-choice share24%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate2%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 14; printed, not drawn.
Labels4317A 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.Zendesk Guide was named alongside these two in nine of the fourteen direct answers. Document360 vs Notion · Document360 vs Freshdesk · Document360 vs Confluence
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 knowledge base and self-service 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
Direct100
Paraphrase20
Comparative20
Budget-constrained04
Scale-constrained10
Negative011 against Document360 · 3 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 4.20 | | | | | | |
| 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 | | | | |
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
10 of 14 modelsBookStack was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashDocument360 alternatives: GitBook, Guru, HubSpot Service Hub, Notion, Zendesk Guide
Perplexity SonarDocument360 alternatives: Guru, Help Scout Docs, Intercom Articles, Knowmax, Zendesk Guide
Grok 4.20Document360 alternatives: Confluence, Guru, Tettra, Zendesk Guide
Mistral SmallDocument360 alternatives: Guru, ProductLift, Slite
DeepSeek V4 FlashDocument360 alternatives: Confluence, Guru, Tettra, Zendesk Guide
Llama 4 MaverickDocument360, Shelf, Zoho Desk
Qwen 3.7 FlashDocument360 alternatives: Guru, Intercom Articles, Zendesk Guide
GLM 4.7 FlashXDocument360 alternatives: Confluence, Freshdesk, Help Scout Docs, Notion
MiniMax M2.5Document360, Tettra alternatives: Confluence, Help Scout Docs, Zendesk Guide
Muse Glimmer 30BDocument360 alternatives: Freshdesk, Help Scout Docs, Helpjuice, Supportbench, Zendesk Guide
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Kimi K2Confluence, Helpjuice alternatives: Document360, Notion
GPT-6 LunaSlab alternatives: Confluence, Document360, Guru, Zendesk Guide
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniConfluence alternatives: Guru, Notion, Zendesk Guide
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
Document360 leads by five points.
Document36010%#3 of 16BookStack5%#6 of 16Mid-marketThe figures above
Document360 leads by seventeen points.
Document36024%#1 of 14BookStack7%#5 of 14Enterprise
Document360 leads by eighteen points.
Document36018%#2 of 12BookStack0%#– 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.
“Quote-only pricing (no published price)” GLM 4.7 FlashX · negative prompt · soft negative
“Highly rated for customer-facing teams... making it a strong choice for B2B companies focused on external knowledge bases.” Mistral Small · direct prompt · first choice
“Choose Document360 if you want the best dedicated knowledge base tool with maximum flexibility and content governance.” Gemini 3.5 Flash · paraphrase prompt · first choice
“The Best All-Rounder for Product Documentation Document360 ... Choose Document360 if your product is technical” Qwen 3.7 Flash · direct 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. Six of seven in this category shown.
“BookStack, DokuWiki, and similar options may offer control, but your team becomes responsible for updates, backups, security, and recovery.” Perplexity Sonar · negative prompt · soft negative
“Bad search is the #1 reason knowledge bases fail. Basic keyword matching only finds exact terms” DeepSeek V4 Flash · negative prompt · soft negative
““BookStack, basic tools” – Only finds exact terms. Users must know the right keywords.” Muse Glimmer 30B · negative prompt · soft negative
“For most small teams with limited budgets, BookStack (self‑hosted) or Notion (Free Plan) are the top choices.” GLM 4.7 FlashX · budget prompt · first choice
“with BookStack being the only completely free option if you're comfortable with self-hosting” Mistral Small · budget prompt · first choice
“Notion's free tier or BookStack (if you can self-host) provide the best value” Kimi K2 · budget prompt · first choice
Also compared
Document360 vs NotionDocument360 vs FreshdeskDocument360 vs ConfluenceDocument360 vs Zendesk GuideDocument360 vs NuclinoDocument360 vs Help Scout DocsNotion vs BookStackFreshdesk vs BookStackConfluence vs BookStackBookStack vs Zendesk GuideBookStack vs NuclinoBookStack vs Help Scout DocsAll twenty-eight head-to-head pages and the full knowledge base 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.