Ten of fourteen models named Document360 first on the direct prompt; zero named Zendesk Guide. Both were named by all fourteen models and Document360 carries 43 labels and Zendesk Guide 48, so the shares are not directly comparable.
Named in two categories this edition.
By Zendesk, San Francisco, United States, founded 2007. 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.
Across every category in the November 2026 Edition, Document360 and Zendesk Guide were named in the same answer ninety-one times, of the 128 answers naming Document360 and the 137 naming Zendesk Guide. In those answers Zendesk Guide took the first choice ten times and Document360 twenty-six.
| 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. Six of eight in this category shown.
“Price that climbs after you commit • Aging, slow-moving product • Clunky UX, weak search” GLM 4.7 FlashX · negative prompt · soft negative
“without the enterprise-level complexity or cost of tools like Zendesk or Salesforce” Grok 4.20 · paraphrase prompt · soft negative
“certain Zendesk/Knowledge Base add-ons ... potential GDPR fines for non-EU servers” Grok 4.20 · negative prompt · soft negative
“Choose Zendesk/Document360/Helpjuice/Intercom for public customer help centers with ticketing integration and self-service analytics.” Muse Glimmer 30B · comparative prompt · first choice
“The Industry Standard: Zendesk Guide ... If your mid-sized company already uses Zendesk Support, this is the most logical move.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Zendesk is strongest if you want an AI-powered knowledge base tied closely to support tickets and service operations.” GPT-5.4 mini · comparative 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.