Fourteen 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 66 labels and Jira Service Management 64, so the shares are not directly comparable.
Named in nine categories this edition.
Named in nine 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 October 2026 Edition, Freshservice and Jira Service Management were named in the same answer 207 times, of the 407 answers naming Freshservice and the 316 naming Jira Service Management. In those answers Jira Service Management took the first choice fourteen times and Freshservice seventy-one.
| 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 outgrow the platform's configuration flexibility, and some customers report needing workarounds for highly custom approval chains” Claude Haiku 4.5 · negative prompt · soft negative
“Freshservice (Best All-Rounder) ... often the go-to recommendation for SMBs ... Start with Freshservice if you want the least amount of headache” Qwen 3.7 Flash · budget prompt · first choice
“Highly intuitive UI, exceptionally fast implementation, and excellent out-of-the-box AI features. Highly recommended for mid-market teams.” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend Freshservice as the best default choice if your priority is a modern IT service desk that is easy to adopt and manage.” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“good fit for Atlassian-centric teams, but the listed drawbacks are limited mobile functionality, complex setup for beginners, and expensive higher-tier plans” Perplexity Sonar · negative prompt · soft negative
“If you try to run JSM as a standalone ITSM tool in a non-developer-heavy organization, it often feels clunky and disconnected.” Gemini 3.5 Flash · negative prompt · soft negative
“The two most prominent contenders for this segment are Freshservice and Atlassian\u2019s Jira Service Management (JSM)” Qwen 3.7 Flash · direct prompt · first choice
“Freshservice and Jira Service Management often hit the sweet spot for mid-market B2B companies” MiniMax M2.5 · direct prompt · first choice
“Best overall for a limited budget: Start with Jira Service Management (free up to 10 agents)” MiniMax M2.5 · 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.