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Knowledge base and self-service · October 2026 Edition

Notion vs Zendesk Guide

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.

Notion

criticized challenger

United States, founded 2016. Named in eleven categories this edition.

Zendesk Guide

accepted challenger

By Zendesk, San Francisco, United States, founded 2007. Named in one category this edition.

First-choice share21%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate30%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 12; printed, not drawn.
Labels5040A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Notion reading right to left. Rank and label count are printed, not drawn.Document360 was named alongside these two in thirteen of the fourteen direct answers. Notion vs Document360 · Notion vs Freshdesk · Notion vs Confluence

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
NotionFirst choices, of fourteen modelsZendesk Guide
Direct012 against Notion · 1 against Zendesk Guide
Paraphrase031 against Zendesk Guide
Comparative311 against Notion
Budget-constrained1201 against Notion · 1 against Zendesk Guide
Scale-constrained003 against Notion
Negative008 against Notion · 1 against Zendesk Guide
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 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.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Notion and Zendesk Guide stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Notion Zendesk Guide first choice named as an alternative argued againstblank: not namedEach cell is one answer, Notion on the left and Zendesk Guide on the right.

The direct prompt

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

Zendesk Guide first, Notion not the choice

1 of 14 modelsNotion was named in the answer but not as the choice, or not at all.
GPT-5.4 miniZendesk Guide alternatives: Confluence, Document360, Guru

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 4.5Document360, Helpjuice alternatives: BlueTweak, Helply, KnowledgeOwl, Nuclino, Stonly, Zendesk Guide
Gemini 3.5 FlashDocument360, Guru alternatives: Confluence, Glean, HubSpot Service Hub, Notion, Stonly, Zendesk Guide
Grok 4.1 FastConfluence, Document360 alternatives: Notion
Mistral SmallDocument360 alternatives: Freshdesk, Notion, Pylon
DeepSeek V4 FlashHelpjuice alternatives: Confluence, Document360, Freshdesk, Slite, Zendesk Guide
Qwen 3.7 FlashDocument360 alternatives: Confluence, Freshdesk Knowledge Base, Notion, Zendesk Guide
Kimi K2Confluence, Freshdesk alternatives: Notion, Slite
GLM 4.7 FlashXSlite alternatives: Confluence, Document360, Guru, Help Scout Docs, Notion
GPT-6 LunaDocument360 alternatives: Confluence, Guru, Zendesk Guide

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarPylon alternatives: Confluence, Document360, Helpjuice
Llama 4 MaverickPylon alternatives: Document360, Freshdesk, Spekit, Stonly
MiniMax M2.5Tettra alternatives: Confluence, Document360
Muse Glimmer 30BDocument360, Freshdesk, Pylon alternatives: Confluence, LiveAgent

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 thirty-nine points.
Notion41%#1 of 17
Zendesk Guide2%#9 of 17
The full small business standing →
Mid-marketThe figures above
Notion leads by fourteen points.
Notion21%#1 of 12
Zendesk Guide7%#4 of 12
The full mid-market standing →
Enterprise
The order flips: Zendesk Guide leads at enterprise.
Zendesk Guide28%#1 of 12
Notion0%#12 of 12
The full enterprise standing →

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 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 Zendesk Guide

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
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.