Top tools in 2026 · Prompt 3 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“What are the top incident management and on-call tools in 2026?”

ChatGPT answered 3× this snapshot

Here’s a clear snapshot of the top incident management and on-call tools as of 2026, based on market adoption, feature depth, and current engineering team preferences: PagerDuty Still the dominant player for large orgs. Very mature alerting, escalation policies, on-call scheduling, and incident workflows. Strong integrations and automation (Event Intelligence, AIOps). Downsides: expensive, can feel heavy. Opsgenie…

Named across its answers: 1. PagerDuty2. Incident.io3. FireHydrant4. Rootly5. Squadcast

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Who wins this question

Owned Consensus

All three models name PagerDuty, Incident.io, FireHydrant and Rootly on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

PagerDuty 111111441 9/9 · 7× first · #1.7

Incident.io 443534113 9/9 · 2× first · #3.1

FireHydrant 554445334 9/9 · never first · #4.1

Rootly 66565622 8/9 · never first · #4.8

Grafana 9109377 6/9 · never first · #7.5

Opsgenie 22222 5/9 · never first · #2

Datadog 89886 5/9 · never first · #7.8

xMatters 12787 4/9 · never first · #8.5

Squadcast 127109 4/9 · never first · #9.5

Atlassian Opsgenie 252 3/9 · never first · #3

VictorOps 763 3/9 · never first · #5.3

Grafana OnCall 865 3/9 · never first · #6.3

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 31 brands named at least once.