Two of fourteen models named Jira Service Management first on the direct prompt; two named TeamDynamix. Jira Service Management was named by fourteen of the fourteen models and TeamDynamix by nine and Jira Service Management carries 67 labels and TeamDynamix 12, so the shares are not directly comparable.
Named in six 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. 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. 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.