Six of fourteen models named Freshservice first on the direct prompt; zero named Opsgenie. Freshservice was named by ten of the fourteen models and Opsgenie by fourteen and Freshservice carries 17 labels and Opsgenie 50, so the shares are not directly comparable.
Named in nine 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 incident management and on-call 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 4.1 Fast | ||||||
| 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. One of one in this category shown.
“Very slow to deploy, highly complex, and intensely disliked by most modern software engineering/DevOps teams” Gemini 3.5 Flash · comparative prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Do not buy standalone Opsgenie right now unless you are fully committing to migrating to the broader, consolidated Jira Service Management (JSM) ecosystem.” Gemini 3.5 Flash · scale prompt · hard negative
“Opsgenie's wind-down reshaped the 2026 market, with end of support set for April 5, 2027, so organizations using that platform should plan a migration.” Claude Haiku 4.5 · comparative prompt · hard negative
“Opsgenie is sunsetting: Atlassian stopped selling Opsgenie to new customers in June 2025, with end-of-support scheduled for April 2027.” Gemini 3.5 Flash · direct prompt · hard negative
“PagerDuty or Opsgenie are the top choices due to their flexibility, strong feature sets, and broad integrations” Mistral Small · paraphrase prompt · first choice
“I'd recommend Opsgenie (now integrated into Atlassian Jira Service Management) as a strong starting point.” Grok 4.1 Fast · paraphrase prompt · first choice
“For a mid-sized B2B company, Opsgenie often offers the best balance of features and cost” Claude Haiku 4.5 · paraphrase 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.