accepted challengerSan Francisco, United States, founded 2007. Named in eleven categories this edition.
accepted challengerNamed in four categories this edition.
First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 16; printed, not drawn.
Labels2427A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zendesk reading right to left. Rank and label count are printed, not drawn.Document360 was named alongside these two in nine of the twelve direct answers. Notion vs Zendesk · Notion vs Guru · Document360 vs Zendesk Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
ZendeskFirst choices, of twelve modelsGuru
Direct12
Paraphrase201 against Zendesk
Comparative00
Budget-constrained001 against Zendesk
Scale-constrained00
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Zendesk and Guru stood in it.
Zendesk first, Guru not the choice
1 of 12 modelsGuru was named in the answer but not as the choice, or not at all.GPT-5.4 miniZendesk alternatives: Confluence, Intercom
Guru first, Zendesk an alternative
2 of 12 modelsZendesk was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashDocument360, Guru alternatives: Confluence, Help Scout Docs, Helpjuice, Notion
Qwen 3.7 FlashGuru, Intercom alternatives: Atlassian Confluence, Document360, Zendesk
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Mistral SmallPlain alternatives: Confluence, Document360, Freshdesk, Guru, Slite
DeepSeek V4 FlashDocument360 alternatives: Freshdesk, Guru, Help Scout, Helpjuice, Zendesk
Kimi K2Confluence alternatives: Guru, Helpjuice, Notion, Slite, Zendesk Guide
Neither was named
6 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice alternatives: Bloomfire, Document360, Lore, Stonly, Zendesk Guide
Perplexity SonarDocument360 alternatives: Confluence, Helpjuice, Zendesk Guide
xAIGrok 4.1 FastDocument360 alternatives: Confluence, Helpjuice, Notion, Slite, Zendesk Guide
Llama 4 MaverickHelpjuice alternatives: Document360, Freshdesk, Pylon
Z.AIGLM 4.7 FlashXHelply alternatives: Confluence, Notion, Plain, Slite
MiniMax M2.5Document360 alternatives: Helpjuice, Zendesk Guide/Knowledge
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.
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.