Zero of fourteen models named Freshdesk first on the direct prompt; zero named Zendesk Guide. Freshdesk was named by thirteen of the fourteen models and Zendesk Guide by fourteen and Freshdesk carries 19 labels and Zendesk Guide 48, so the shares are not directly comparable.
By Freshworks, San Mateo. Named in six 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.
| 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.
No label in this category carried a quote.
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.