Fourteen of fourteen models named Freshservice first on the direct prompt; one named ManageEngine ServiceDesk Plus. Both were named by all fourteen models and Freshservice carries 66 labels and ManageEngine ServiceDesk Plus 44, so the shares are not directly comparable.
Named in nine categories this edition.
Named in six 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 IT service management page.
Across every category in the October 2026 Edition, Freshservice and ManageEngine ServiceDesk Plus were named in the same answer 106 times, of the 407 answers naming Freshservice and the 126 naming ManageEngine ServiceDesk Plus. In those answers ManageEngine ServiceDesk Plus took the first choice eleven times and Freshservice forty-eight.
| 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. Four of four in this category shown.
“can outgrow the platform's configuration flexibility, and some customers report needing workarounds for highly custom approval chains” Claude Haiku 4.5 · negative prompt · soft negative
“Freshservice (Best All-Rounder) ... often the go-to recommendation for SMBs ... Start with Freshservice if you want the least amount of headache” Qwen 3.7 Flash · budget prompt · first choice
“Highly intuitive UI, exceptionally fast implementation, and excellent out-of-the-box AI features. Highly recommended for mid-market teams.” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend Freshservice as the best default choice if your priority is a modern IT service desk that is easy to adopt and manage.” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Skip ManageEngine if UX modernness and low-code Python/PowerShell automation matter to you.” DeepSeek V4 Flash · negative prompt · soft negative
“Concerns: Limited reporting capabilities.” GLM 4.7 FlashX · negative prompt · soft negative
“it demands extreme caution” Gemini 3.5 Flash · negative prompt · soft negative
“the best ITSM platform is usually ManageEngine ServiceDesk Plus if you need a real ITSM workflow” Perplexity Sonar · budget prompt · first choice
“Do you have 4 to 5 IT agents? Go with ManageEngine ServiceDesk Plus (Free tier).” Gemini 3.5 Flash · budget prompt · first choice
“top-rated platforms such as Freshservice, ManageEngine ServiceDesk Plus, or Hiver” Llama 4 Maverick · 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.