One of fourteen models named Freshdesk first on the direct prompt; zero named Zendesk AI. Freshdesk was named by thirteen of the fourteen models and Zendesk AI by thirteen and Freshdesk carries 20 labels and Zendesk AI 40, 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 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 Chatbots and conversational AI for support 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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“I'd suggest starting with Freshdesk or Intercom as they offer the best balance of features, ease of use, and pricing” MiniMax M2.5 · 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.
“Platforms with Notable Red Flags ... Zendesk - Issues: Ironically has "worst customer support" according to user reviews” Kimi K2 · negative prompt · hard negative
“However, it is expensive. The base "Suite Team" plan starts around $55/agent/month, and the AI features are often locked behind higher tiers.” GLM 4.7 FlashX · direct prompt · soft negative
“Legacy or overhyped AI add-ons (e.g., basic bots in older Zendesk or similar systems): Reviews often note they feel tacked-on” Grok 4.20 · negative prompt · soft negative
“Zendesk is the strongest all-around pick for established support teams, with pre-trained AI agents that work across email, chat, voice, and social.” Claude Haiku 4.5 · comparative prompt · first choice
“Intercom (with Fin AI) and Zendesk AI stand out as the overall top recommendations for mid-sized B2B companies” Gemini 3.5 Flash · paraphrase prompt · first choice
“established hubs like Zendesk, Intercom, or LiveChat are preferred for core customer support” Qwen 3.7 Flash · negative 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.