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IT documentation · November 2026 Edition

Document360 vs ONES Wiki

Three of fourteen models named Document360 first on the direct prompt; zero named ONES Wiki. Document360 was named by thirteen of the fourteen models and ONES Wiki by seven and Document360 carries 35 labels and ONES Wiki 12, so the shares are not directly comparable.

Document360

accepted challenger

Named in one category this edition.

ONES Wiki

accepted challenger

Named in one category this edition.

First-choice share5%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 15; printed, not drawn.
Labels3512A 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 ONES Wiki · 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 modelsONES Wiki
Direct30
Paraphrase00
Comparative01
Budget-constrained011 against Document360
Scale-constrained00
Negative011 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.

Across every category in the November 2026 Edition, Document360 and ONES Wiki were named in the same answer twenty-four times, of the 115 answers naming Document360 and the 37 naming ONES Wiki. In those answers ONES Wiki took the first choice three times and Document360 three.

Every model, every framing

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

The direct prompt

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

Document360 first, ONES Wiki not the choice

3 of 14 modelsONES Wiki 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
Document360 leads by seven points.
Document3607%#6 of 14
ONES Wiki0%#12 of 14
The full small business standing →
Mid-marketThe figures above
Document360 leads by four points.
Document3605%#6 of 15
ONES Wiki2%#8 of 15
The full mid-market standing →
Enterprise
Document360 leads by twelve points.
Document36012%#3 of 15
ONES Wiki0%#13 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 ONES Wiki

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

“current comparisons point to ONES Wiki as a top pick for engineering teams needing "a fast, privacy-first documentation hub with on-premise deployment"” Muse Glimmer 30B · negative prompt · first choice
“For technical/engineering teams: ONES Wiki or GitBook for their developer-friendly features and integration with code workflows.” Mistral Small · comparative prompt · first choice
“Best free tier for IT teams ... If you prefer cloud-based: ONES Wiki (free up to 30 seats)” MiniMax M2.5 · 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.