Zero of fourteen models named ManageEngine ServiceDesk Plus first on the direct prompt; two named TeamDynamix. ManageEngine ServiceDesk Plus was named by fourteen of the fourteen models and TeamDynamix by nine and ManageEngine ServiceDesk Plus carries 49 labels and TeamDynamix 12, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category 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.
| 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 eight in this category shown.
“Good mid-market option, but expect to invest time in training and configuration” GLM 4.7 FlashX · negative prompt · soft negative
“Integration gaps - Microsoft application integration reported as lacking” MiniMax M2.5 · negative prompt · soft negative
“A budget-friendly option, but users cite: Outdated UI... Scalability issues” DeepSeek V4 Flash · negative prompt · soft negative
“The best ITSM platform for a company with a limited budget is ManageEngine ServiceDesk Plus, as it offers full ITIL coverage at a low cost.” Llama 4 Maverick · budget prompt · first choice
“Small team with a few technicians, want real ITSM features without paying: ManageEngine ServiceDesk Plus free up to 5 technicians.” Muse Glimmer 30B · budget prompt · first choice
“If you're under 5 IT technicians and budget is the primary constraint, start with ManageEngine ServiceDesk Plus Standard” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“TeamDynamix ITSM and JIRA Service Management stand out for their balance of ease of use, scalability, and strong mid-market support.” Mistral Small · direct prompt · first choice
“TeamDynamix is cited as the no-code option with the lowest admin overhead and built-in ITAM.” Muse Glimmer 30B · scale prompt · first choice
“I'd recommend starting with InvGate Service Management or TeamDynamix” 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.