Zero of fourteen models named ManageEngine ServiceDesk Plus first on the direct prompt; three named InvGate Service Management. ManageEngine ServiceDesk Plus was named by fourteen of the fourteen models and InvGate Service Management by nine and ManageEngine ServiceDesk Plus carries 49 labels and InvGate Service Management 17, 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 IT service management page.
Across every category in the November 2026 Edition, ManageEngine ServiceDesk Plus and InvGate Service Management were named in the same answer thirty-five times, of the 136 answers naming ManageEngine ServiceDesk Plus and the 49 naming InvGate Service Management. In those answers InvGate Service Management took the first choice six times and ManageEngine ServiceDesk Plus zero.
| 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“A budget-friendly option, but users cite: Outdated UI...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.
“For most mid-market B2B companies, InvGate Service Management or Jira Service Management offer the best balance of capability, scalability, and total cost of ownership.” Kimi K2 · direct prompt · first choice
“Freshservice or InvGate typically offer the best balance of: Full ITSM capability” Kimi K2 · scale prompt · first choice
“InvGate Service Management and Freshservice are the top starting points” GLM 4.7 FlashX · 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.