Ten of fourteen models named Document360 first on the direct prompt; zero named Notion. Both were named by all fourteen models and Document360 carries 43 labels and Notion 49, so the shares are not directly comparable.
Named in two categories this edition.
United States, founded 2016. Named in twelve 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.
Across every category in the November 2026 Edition, Document360 and Notion were named in the same answer eighty-nine times, of the 128 answers naming Document360 and the 269 naming Notion. In those answers Notion took the first choice fifteen times and Document360 twenty.
| 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 |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid using Notion or Confluence as the primary external customer knowledge base” Perplexity Sonar · direct prompt · hard negative
“Best for internal team wikis and all-in-one docs. Free for unlimited individuals... "Best Free Option: Notion – Free for small teams, versatile wiki capabilities."” Muse Glimmer 30B · budget prompt · first choice
“For most small companies with limited budgets, Notion's free tier or BookStack (if you can self-host) provide the best value.” Kimi K2 · budget prompt · first choice
“For the tightest budgets, Notion, Nuclino, and BookStack are the most cost-effective choices” Mistral Small · budget 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.