Five of fourteen models named Freshdesk first on the direct prompt; two named TeamSupport. Freshdesk was named by fourteen of the fourteen models and TeamSupport by nine and Freshdesk carries 74 labels and TeamSupport 15, so the shares are not directly comparable.
By Freshworks, San Mateo. Named in ten 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 (poor support, technical instability, billing surprises)” DeepSeek V4 Flash · negative prompt · hard negative
“Why be cautious: Recurrent complaints about authorization / email routing issues, limited documented PII redaction / data residency options on lower tiers” Muse Glimmer 30B · negative prompt · soft negative
“Several negative reviews cite: Poor customer support response times... However, it's important to note that Freshdesk is still used by many businesses” MiniMax M2.5 · negative prompt · soft negative
“Freshdesk offers the most accessible entry point with a genuinely useful free tier for up to 10 agents and competitive Growth pricing at $15/agent/month.” Muse Glimmer 30B · budget prompt · first choice
“The best customer support and helpdesk platform for a company with a limited budget is Freshdesk, Zoho Desk, or HelpDesk.” Llama 4 Maverick · budget prompt · first choice
“Best value / fastest time-to-value: Freshdesk Freshdesk is repeatedly called out as the mid-market value play.” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“TeamSupport if your B2B relationships involve complex accounts with multiple stakeholders and you want a platform built specifically for that use case.” Kimi K2 · direct prompt · first choice
“TeamSupport focuses on B2B customer support... strong fit for B2B support teams at small to mid-sized companies” Claude Haiku 4.5 · paraphrase prompt · first choice
“or TeamSupport if B2B-specific features like account management and churn prediction are priorities” MiniMax M2.5 · 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.