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

A real buyer question from the September 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

As of 2026, the top incident management and on-call tools are generally: Leading incident management / on-call platforms PagerDuty Most established for on-call scheduling, alerting, escalations, and incident response Strong ecosystem integrations Common in mid-size and enterprise environments Opsgenie *(still widely used where supported)* Popular for alert routing, on-call schedules, and escalations Strong Atlassian…

Named across its answers: 1. PagerDuty2. Opsgenie3. Splunk On-Call4. Rootly5. xMatters

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

PagerDuty dominates with a perfect 9-of-9 mention rate and an average position of 1.3, making it the clear consensus first choice across all three models. Incident.io matches the mention rate but lands at an average position of 4.7, meaning it is universally recognized yet rarely treated as the lead recommendation.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

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

ChatGPT

Claude

Gemini mentioned · first · avg. pos

PagerDuty 111111231 9/9 · 7× first · #1.3

Incident.io 666747114 9/9 · 2× first · #4.7

Rootly 477868325 9/9 · never first · #5.6

FireHydrant 555656666 9/9 · never first · #5.6

Opsgenie 2222222 7/9 · never first · #2

Datadog 81111543 6/9 · never first · #7

Grafana 931147 5/9 · never first · #6.8

Splunk On-Call 333 3/9 · never first · #3

xMatters 744 3/9 · never first · #5

Squadcast 9105 3/9 · never first · #8

VictorOps 33 2/9 · never first · #3

Better Uptime 45 2/9 · never first · #4.5

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 27 brands named at least once.