Two of fourteen models named Freshdesk first on the direct prompt; three named TeamSupport. Freshdesk was named by fourteen of the fourteen models and TeamSupport by nine and Freshdesk carries 76 labels and TeamSupport 14, so the shares are not directly comparable.
By Freshworks, San Mateo. Named in six categories this edition.
Named in three 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 customer support and helpdesk 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. Six of seven in this category shown.
“Freshdesk/Freshworks: "I've utilized several Freshworks products throughout the years... their customer support is among the worst I've ever experienced."” Muse Glimmer 30B · negative prompt · hard negative
“"Freshdesk is rated 'Bad' with 1.5 / 5 on Trustpilot" – 412 reviews... their customer support is among the worst I've ever experienced.” Muse Glimmer 30B · negative prompt · hard negative
“Avoid if you need Enterprise scale: Freshdesk may struggle to handle complex, multi-layered enterprise workflows.” Qwen 3.7 Flash · negative prompt · hard negative
“platforms like Freshdesk are often positioned for strong ticketing, automation, AI and reporting without the ownership burden of a large enterprise platform” Muse Glimmer 30B · scale prompt · first choice
“Best Overall Value: Freshdesk offers strong ticketing, automation, AI, and reporting without the ownership burden of a large enterprise platform” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-sized B2B companies, Freshdesk or Zendesk hit the sweet spot of features, scalability, and price.” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“TeamSupport focuses on B2B customer support, offering help desk software designed for complex, relationship-driven support interactions with business customers.” Claude Haiku 4.5 · paraphrase prompt · first choice
“For most mid-market B2B companies, TeamSupport is the best purpose-built solution, especially for B2B software and tech firms.” Mistral Small · direct 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.