# incident.io vs FireHydrant: which do AI models recommend for incidents, October 2026

IT AI Recommendation Index, October 2026 Edition, Incident management and on-call. Six of fourteen models named incident.io first on the direct prompt; zero named FireHydrant. Page: https://it-ai-index.com/operations/incident-management-and-on-call/incident-io-vs-firehydrant/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| incident.io | 32% | #1 of 11 | 5% | 57 | 14 of 14 |
| FireHydrant | 2% | #8 of 11 | 10% | 21 | 10 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: incident.io first (first choices: incident.io) (alternatives: PagerDuty, Rootly)
- Gemini 3.5 Flash: incident.io first (first choices: incident.io) (alternatives: FireHydrant, Freshservice, Rootly)
- DeepSeek V4 Flash: incident.io first (first choices: incident.io) (alternatives: Freshservice, Jira Service Management)
- Kimi K2: incident.io first (first choices: incident.io) (alternatives: Squadcast)
- GLM 4.7 FlashX: incident.io first (first choices: Rootly, incident.io) (alternatives: Jira Service Management, PagerDuty)
- GPT-6 Luna: incident.io first (first choices: incident.io) (alternatives: PagerDuty, Rootly)
- Claude Haiku 4.5: neither first, one named (first choices: Freshservice) (alternatives: HaloITSM, Hyperping, ManageEngine ServiceDesk Plus, Rootly, Zenduty, ilert, incident.io)
- Perplexity Sonar: neither first, one named (first choices: Freshservice) (alternatives: PagerDuty, Rootly, incident.io)
- Grok 4.1 Fast: neither first, one named (first choices: Freshservice) (alternatives: InvGate Service Management, Jira Service Management, ManageEngine ServiceDesk Plus, PagerDuty, incident.io)
- Qwen 3.7 Flash: neither first, one named (first choices: PagerDuty) (alternatives: Datadog Incident Management, FireHydrant, Opsgenie)
- MiniMax M2.5: neither first, one named (first choices: Freshservice, PagerDuty) (alternatives: Jira Service Management, incident.io)
- Muse Glimmer 30B: neither first, one named (first choices: Freshservice) (alternatives: PagerDuty, Rootly, incident.io)
- Mistral Small: neither named (first choices: Freshservice, PagerDuty) (alternatives: ManageEngine ServiceDesk Plus)
- Llama 4 Maverick: neither named

## What the models said about incident.io

- "missing features in incident.io, particularly in reporting capabilities and SLA tracking" (Claude Haiku 4.5, negative prompt, soft negative)
- "if your teams don't want incident workflows tied to Slack or Microsoft Teams" (GPT-6 Luna, negative prompt, soft negative)
- "Pricing surprises: Costs spike sharply after small-team thresholds" (Qwen 3.7 Flash, negative prompt, soft negative)
- "Small team ≤5-10 responders and wants zero cost: incident.io free, FireHydrant free up to 10 responders, Better Stack free, or Opsgenie free up to 5 users." (Muse Glimmer 30B, budget prompt, first choice)
- "Choose incident.io if your team is Slack-centric and values speed of implementation, modern UX, and transparent all-in-one pricing." (Kimi K2, direct prompt, first choice)
- "Highly recommended for mid-market/scale-up companies. It is highly polished, opinionated, runs seamlessly inside Slack/Teams" (Gemini 3.5 Flash, scale prompt, first choice)

## What the models said about FireHydrant

- "potentially fine products, but be cautious if you're sensitive to ownership changes, product consolidation, or roadmap uncertainty" (GPT-5.4 mini, negative prompt, soft negative)
- "FireHydrant was acquired by Freshworks... acquisitions often trigger shifts in pricing" (Gemini 3.5 Flash, negative prompt, soft negative)
- "The Best All-Rounder: FireHydrant ... widely considered the best modern alternative to expensive enterprise platforms" (Qwen 3.7 Flash, budget prompt, first choice)
- "Best for: Teams wanting an all-in-one platform spanning alerting, on-call, incident response, and retrospectives" (DeepSeek V4 Flash, comparative prompt, alternative)
- "Best for ITIL & Customer Support Alignment ... the Freshworks ecosystem is highly compelling." (Gemini 3.5 Flash, direct prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.