Eleven of fourteen models named Freshservice first on the direct prompt; two named Jira Service Management. Both were named by all fourteen models and Freshservice carries 70 labels and Jira Service Management 67, so the shares are not directly comparable.
Named in ten categories this edition.
Named in six 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, Freshservice and Jira Service Management were named in the same answer 237 times, of the 465 answers naming Freshservice and the 386 naming Jira Service Management. In those answers Jira Service Management took the first choice eighteen times and Freshservice seventy-nine.
| 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.
No label in this category carried a quote.
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
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.