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IT documentation · November 2026 Edition

Document360 vs Notion

Three of fourteen models named Document360 first on the direct prompt; zero named Notion. Document360 was named by thirteen of the fourteen models and Notion by thirteen and Document360 carries 35 labels and Notion 41, so the shares are not directly comparable.

Document360

accepted challenger

Named in one category this edition.

Notion

criticized challenger

Named in six categories this edition.

First-choice share5%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%32%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 15; printed, not drawn.
Labels3541A 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 fourteen of the fourteen direct answers. Hudu vs Document360 · Hudu vs Notion · 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 modelsNotion
Direct30
Paraphrase00
Comparative01
Budget-constrained011 against Document360 · 2 against Notion
Scale-constrained002 against Notion
Negative001 against Document360 · 9 against Notion
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.

Across every category in the November 2026 Edition, Document360 and Notion were named in the same answer fifty-nine times, of the 115 answers naming Document360 and the 159 naming Notion. In those answers Notion took the first choice seven times and Document360 six.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Document360 and Notion 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
Document360 Notion first choice named as an alternative argued againstblank: not namedEach cell is one answer, Document360 on the left and Notion on the right.

The direct prompt

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

Document360 first, Notion not the choice

3 of 14 modelsNotion 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

9 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
Grok 4.20Confluence alternatives: GitBook, Hudu, IT Glue, Notion
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

2 of 14 modelsThe answer made no first choice from these two in this category.
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
Notion leads by eight points.
Notion15%#3 of 14
Document3607%#6 of 14
The full small business standing →
Mid-marketThe figures above
The order flips: Document360 leads at mid-market.
Document3605%#6 of 15
Notion2%#7 of 15
The full mid-market standing →
Enterprise
Document360 leads by ten points.
Document36012%#3 of 15
Notion2%#11 of 15
The full enterprise standing →

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

What the models said about Notion

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

“the platforms to most often avoid or scrutinize heavily are: - Consumer-first note apps that get stretched into a wiki, such as Notion or similar tools” Muse Glimmer 30B · negative prompt · hard negative
“Generic Wikis (Confluence, Notion, MediaWiki, Dokuwiki) - Why to avoid: These are widely criticized as "considered harmful"” GLM 4.7 FlashX · negative prompt · hard negative
“frequently recommended to avoid or scrutinize heavily for enterprise IT documentation needs” Mistral Small · negative prompt · hard negative
“Need an internal IT wiki for broad collaboration? → Confluence or Notion” GPT-5.4 mini · comparative prompt · first choice
“For a company with a limited budget, Notion is the best default choice” Perplexity Sonar · budget 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.