Zero of fourteen models named FireHydrant first on the direct prompt; zero named Squadcast. FireHydrant was named by thirteen of the fourteen models and Squadcast by twelve and FireHydrant carries 34 labels and Squadcast 20, so the shares are not directly comparable.
Named in three 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 incident management and on-call page.
Across every category in the November 2026 Edition, FireHydrant and Squadcast were named in the same answer twenty times, of the 80 answers naming FireHydrant and the 40 naming Squadcast. In those answers Squadcast took the first choice two times and FireHydrant zero.
| 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. Six of seven in this category shown.
“Pilot any tool with realistic incident creation time, alert routing accuracy and on-call fatigue impact before committing, especially FireHydrant” Muse Glimmer 30B · negative prompt · soft negative
“FireHydrant starts at $9,600/year, making it unsuitable for tight budgets” DeepSeek V4 Flash · budget prompt · soft negative
“some users report it's *too Prescriptive* about incident processes” DeepSeek V4 Flash · negative prompt · soft negative
“incident.io or FireHydrant are both solid starting points that won't cost you anything until you're ready to pay.” Claude Haiku 4.5 · budget prompt · first choice
“Choose Incident.io / Rootly / FireHydrant if you are an engineering-first culture” Qwen 3.7 Flash · scale prompt · first choice
“Strong automation and Slack integration, but less comprehensive than incident.io for end-to-end management.” Mistral Small · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Squadcast offers excellent value if you need more users and advanced features at a low price point.” Claude Haiku 4.5 · budget prompt · first choice
“I recommend Squadcast as the top choice for on-call scheduling and alerting.” Grok 4.20 · paraphrase prompt · first choice
“Good budget option ... Specifically noted for mid-market teams wanting unified SLO tracking” DeepSeek V4 Flash · direct prompt · alternative
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.