incident.io is an incident management and on-call platform that describes itself as an AI software reliability platform · incident.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Ranked first, contested: PagerDuty has 18%.
Ranked first. Next is PagerDuty at 25%. 11 of 14 models made it the first choice when asked directly.
PagerDuty is first at 53%.
“incident.io: A Slack-native platform that eliminates the "coordination tax" through automated channel creation, timeline capture, and AI-powered post-mortems.”Llama 4 Maverick · Negative question · first choice
“For a small team with limited budget and Slack as a core communication tool: Incident.io (free tier) or Rootly (free tier).”GLM 4.7 FlashX · Budget-constrained question · first choice
“For SRE & Slack-Native Engineering Teams: Look at modern workflow platforms like incident.io, Rootly, or All Quiet.”Gemini 3.5 Flash · Negative question · first choice
“Modern / ChatOps-First | Incident.io, Rootly, FireHydrant | Best developer experience. Built natively around Slack/Teams.”Gemini 3.5 Flash · Scale-constrained question · first choice
“G2 reviews for incident.io mention setup complexity and limited status-page flexibility in some cases.”GPT-5.4 mini · Negative question · warning
“Slack-centered coordination can be insufficient when Slack or identity systems are unavailable.”Perplexity Sonar · Negative question · warning
The products named in the same answers as incident.io, over the 180 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 168 | 51 | Compare → | |
| 97 | 3 | Compare → | |
| 94 | 0 | View → | |
| 79 | 0 | View → | |
| 62 | 1 | Compare → | |
| 61 | 3 | View → | |
| 48 | 4 | Compare → | |
| 42 | 1 | View → | |
| 42 | 0 | View → | |
| 34 | 2 | Compare → |
What the models named instead of incident.io →
A side-by-side page exists where both products are among a category's top eight.
Stated on incident.io's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 170 of the 180 answers that named incident.io and are not a share of its labels.
390 of the 519 domain citations in answers naming incident.io came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 1 | 1 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 3 | 2 | 0 | 0 | 5 |
| Perplexity Sonar | 2 | 2 | 0 | 1 | 5 |
| Grok 4.20 | 3 | 1 | 2 | 0 | 6 |
| Mistral Small | 3 | 0 | 2 | 0 | 5 |
| DeepSeek V4 Flash | 2 | 4 | 0 | 0 | 6 |
| Llama 4 Maverick | 2 | 1 | 2 | 0 | 5 |
| Qwen 3.7 Flash | 4 | 2 | 0 | 0 | 6 |
| Kimi K2 | 3 | 2 | 1 | 0 | 6 |
| GLM 4.7 FlashX | 3 | 1 | 0 | 0 | 4 |
| MiniMax M2.5 | 2 | 2 | 0 | 0 | 4 |
| GPT-6 Luna | 2 | 2 | 0 | 0 | 4 |
| Muse Glimmer 30B | 4 | 0 | 0 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 540 | 33 | 2026-09-22 | Incidents, ITSM | |
| Comparison | 69 | 5 | 2026-09-01 | Incidents, ITSM | |
| Case study | 33 | 1 | 2026-08-03 | ||
| Report or ebook | 26 | 1 | 2026-07-09 | ||
| Glossary or explainer | 14 | 3 | 2026-09-21 | ITSM | |
| News or press | 11 | 0 | 2023-06-07 | ||
| Template or tool | 7 | 1 | 2026-07-09 | ||
| Podcast or video | 6 | 0 | 2023-01-12 |
Every page incident.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.