Zero of fourteen models named Freshdesk first on the direct prompt; one named Workativ. Freshdesk was named by ten of the fourteen models and Workativ by ten and Freshdesk carries 18 labels and Workativ 15, so the shares are not directly comparable.
Named in four categories this edition.
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 AI IT support agents page.
Across every category in the November 2026 Edition, Freshdesk and Workativ were named in the same answer thirteen times, of the 72 answers naming Freshdesk and the 43 naming Workativ. In those answers Workativ took the first choice one time and Freshdesk four.
| 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. Three of four in this category shown.
“For most budget-conscious companies, Freshservice with Freddy AI offers the best balance of IT-specific features, legitimate AI capabilities, and affordable per-agent pricing.” Kimi K2 · budget prompt · first choice
“For the tightest budget, I'd recommend starting with Freshdesk ($15/month) or OpenAssistantGPT ($18/month)” MiniMax M2.5 · budget prompt · first choice
“the recommended AI service desk agent for a mid-sized B2B company would be Freshservice or Freshdesk” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“also recommended for teams that want to get started without a sales call, though their starting prices are higher” Mistral Small · budget prompt · soft negative
“starts around $349/month, so it is less suitable for very small budgets” Perplexity Sonar · budget prompt · soft negative
“Starts ~$349/month; ... Good for SMBs but higher entry than eesel.” Grok 4.20 · budget prompt · soft negative
“The best AI agent for IT support in a mid-market B2B company ... is Workativ.” Grok 4.20 · direct prompt · first choice
“If you want a quick, cheap, no-code pilot → Workativ is the most accessible.” DeepSeek V4 Flash · comparative prompt · alternative
“For those wanting a fast, no-code solution, Workativ is worth considering.” Mistral Small · direct prompt · alternative
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.