One of fourteen models named ManageEngine ServiceDesk Plus first on the direct prompt; zero named Spiceworks Cloud Help Desk. ManageEngine ServiceDesk Plus was named by fourteen of the fourteen models and Spiceworks Cloud Help Desk by ten and ManageEngine ServiceDesk Plus carries 44 labels and Spiceworks Cloud Help Desk 10, so the shares are not directly comparable.
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 IT service management page.
Across every category in the October 2026 Edition, ManageEngine ServiceDesk Plus and Spiceworks Cloud Help Desk were named in the same answer twenty-five times, of the 126 answers naming ManageEngine ServiceDesk Plus and the 34 naming Spiceworks Cloud Help Desk. In those answers Spiceworks Cloud Help Desk took the first choice seven times and ManageEngine ServiceDesk Plus six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Fine for tiny teams, but no SSO, limited user provisioning, and scaling issues—avoid if you have compliance needs.” DeepSeek V4 Flash · negative prompt · soft negative
“Overall best starter: Spiceworks—it's the most straightforward zero-barrier entry for limited budgets” Grok 4.1 Fast · budget prompt · first choice
“Spiceworks Cloud Help Desk if you want the lowest-cost entry point” Perplexity Sonar · budget prompt · first choice
“Very tight budget / small team: Spiceworks Cloud Help Desk” GPT-5.4 mini · budget 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.