Notion vs Document360
Zero of fourteen models named Notion first on the direct prompt; seven named Document360. Both were named by all fourteen models and Notion carries 50 labels and Document360 42, so the shares are not directly comparable.
United States, founded 2016. Named in eleven categories this edition.
Named in two categories this edition.
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
NotionFirst choices, of fourteen modelsDocument360
Across every category in the October 2026 Edition, Notion and Document360 were named in the same answer seventy-seven times, of the 231 answers naming Notion and the 114 naming Document360. In those answers Document360 took the first choice eight times and Notion twenty-three.
Every model, every framing
| 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 | | | | |
Notion Document360 first choice named as an alternative argued againstblank: not namedEach cell is one answer, Notion on the left and Document360 on the right.The direct prompt
Document360 first, Notion an alternative
7 of 14 modelsNotion was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
Notion41%#1 of 17Document3604%#5 of 17Document3606%#4 of 12Notion0%#12 of 12What the models said about Notion
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“it falls short as a dedicated knowledge base due to its weak search, lack of version control, and missing customer-focused features” Llama 4 Maverick · negative prompt · hard negative
“strong for internal collaboration, but it can fall short as a dedicated knowledge base because of weak search, no version control, missing customer-focused features” Perplexity Sonar · negative prompt · soft negative
“If you need an internal team wiki with zero cost, Notion free + Confluence free 10-user are the most commonly recommended.” Muse Glimmer 30B · budget prompt · first choice
“For Startups/General Teams: Go with Notion. It is free until you grow large and is incredibly versatile.” Qwen 3.7 Flash · budget prompt · first choice
“General internal wiki: Notion for flexibility; Confluence for more structure and Jira integration.” GPT-6 Luna · comparative 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. Four of five in this category shown.
“these tend to be pricier or trial-based rather than truly budget-friendly” GPT-5.4 mini · budget prompt · soft negative
“Often cited as the best dedicated KB tool for mid-market B2B... Choose Document360 if you want a dedicated, professional knowledge base that scales well” Qwen 3.7 Flash · direct prompt · first choice
“Best Dedicated, Standalone Help Center: Document360 ... is the industry standard for mid-sized B2B companies.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Highly rated for mid-market companies (25 to 500 people)... frequently cited as a top choice for B2B use cases.” Mistral Small · direct prompt · first choice
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.