# incident.io vs PagerDuty: 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; three named PagerDuty. Page: https://it-ai-index.com/operations/incident-management-and-on-call/incident-io-vs-pagerduty/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| incident.io | 32% | #1 of 11 | 5% | 57 | 14 of 14 |
| PagerDuty | 15% | #2 of 11 | 33% | 72 | 14 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)
- Mistral Small: pagerduty first (first choices: Freshservice, PagerDuty) (alternatives: ManageEngine ServiceDesk Plus)
- Qwen 3.7 Flash: pagerduty first (first choices: PagerDuty) (alternatives: Datadog Incident Management, FireHydrant, Opsgenie)
- MiniMax M2.5: pagerduty first (first choices: Freshservice, PagerDuty) (alternatives: Jira Service Management, incident.io)
- 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 4.20: neither first, one named (first choices: Freshservice) (alternatives: InvGate Service Management, Jira Service Management, ManageEngine ServiceDesk Plus, PagerDuty, incident.io)
- Muse Glimmer 30B: neither first, one named (first choices: Freshservice) (alternatives: PagerDuty, Rootly, incident.io)
- 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 PagerDuty

- "Avoid PagerDuty unless you truly need enterprise-grade features" (Kimi K2, budget prompt, hard negative)
- "The legacy heavyweight. Unrivaled for raw paging and alert routing reliability, but can feel clunky, expensive, and require a lot of manual configuration" (Gemini 3.5 Flash, scale prompt, soft negative)
- "their paid tiers are expensive. Their "Starter" edition is free, but it lacks advanced reporting and custom escalation rules" (Qwen 3.7 Flash, budget prompt, soft negative)
- "the sweet spot is likely a modern "Cloud-Native" Incident Manager (like PagerDuty, Opsgenie, Statuspage, or newer competitors like FireHydrant or Phoebe)" (Qwen 3.7 Flash, scale prompt, first choice)
- "PagerDuty – Best for enterprise incident management, strong end-to-end orchestration, AI/automation, and Slack/Teams integration. Pricing higher, feature rich." (Muse Glimmer 30B, scale prompt, first choice)
- "Industry leader with 750+ integrations ... Choose PagerDuty if you need dedicated alerting, on-call management, and have diverse tooling" (MiniMax M2.5, comparative prompt, first choice)

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.