Two of fourteen models named Jira Service Management first on the direct prompt; zero named ManageEngine ServiceDesk Plus. Both were named by all fourteen models and Jira Service Management carries 67 labels and ManageEngine ServiceDesk Plus 49, so the shares are not directly comparable.
Named in six categories this edition.
Named in four 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, Jira Service Management and ManageEngine ServiceDesk Plus were named in the same answer 119 times, of the 386 answers naming Jira Service Management and the 136 naming ManageEngine ServiceDesk Plus. In those answers ManageEngine ServiceDesk Plus took the first choice nine times and Jira Service Management nineteen.
| 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 feel overly developer-centric, and teams without Atlassian experience often find the initial configuration steep” Claude Haiku 4.5 · negative prompt · soft negative
“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
“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
“1–3 IT Agents (Cloud) | Jira Service Management | Free for 3 agents, modern interface, highly scalable.” Gemini 3.5 Flash · budget prompt · first choice
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
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.