Two of fourteen models named Jira Service Management first on the direct prompt; three named InvGate Service Management. Jira Service Management was named by fourteen of the fourteen models and InvGate Service Management by nine and Jira Service Management carries 67 labels and InvGate Service Management 17, so the shares are not directly comparable.
Named in six 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.
| 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.
“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.