Zero of fourteen models named Notion first on the direct prompt; one named Zendesk Guide. Both were named by all fourteen models and Notion carries 50 labels and Zendesk Guide 40, so the shares are not directly comparable.
United States, founded 2016. Named in eleven categories this edition.
By Zendesk, San Francisco, United States, founded 2007. Named in one category 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 October 2026 Edition, Notion and Zendesk Guide were named in the same answer sixty times, of the 231 answers naming Notion and the 112 naming Zendesk Guide. In those answers Zendesk Guide took the first choice three times and Notion twelve.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“typical enterprise tools (like Zendesk or Salesforce) are often too expensive” Gemini 3.5 Flash · budget prompt · soft negative
“Higher price point; may be overkill for smaller mid-market teams” Kimi K2 · direct prompt · soft negative
“can become expensive, especially with add-ons like AI features” Mistral Small · negative prompt · soft negative
“my default recommendation would be Zendesk. It's the safest all-around choice” GPT-5.4 mini · paraphrase prompt · first choice
“Best overall for B2B support + self-service: Zendesk ... I'd start with Zendesk.” GPT-5.4 mini · direct prompt · first choice
“I'd recommend Zendesk as the top customer self-service help center tool.” Grok 4.1 Fast · paraphrase 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.