Seven of fourteen models named Document360 first on the direct prompt; one named Zendesk Guide. Both were named by all fourteen models and Document360 carries 42 labels and Zendesk Guide 40, so the shares are not directly comparable.
Named in two 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, Document360 and Zendesk Guide were named in the same answer sixty-five times, of the 114 answers naming Document360 and the 112 naming Zendesk Guide. In those answers Zendesk Guide took the first choice six times and Document360 fifteen.
| 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. 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
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.