AIOps in 2026: 47% on ITBench, 10% on Hard On-Call, $6.50 an Investigation, and Four Outages Where the Automation Was the Incident
The incident-response agents of 2026 against the evidence: Datadog Bits AI SRE GA at about 6.5 credits ($6.50) per investigation, PagerDuty's approval-gated SRE Agent, Grafana's six GA agent tools, Splunk's AI SRE, Elastic buying Deductive, Resolve at a $1B headline valuation on $4M ARR, Traversal's $48M; benchmarks from 13.8% on ITBench in 2025 to 47% in May 2026, 20.7% exact root cause on OpenRCA 2.0, 10% on hard ORCA-Bench and 40% hallucinated causes; what the AWS, Azure, Cloudflare and Google postmortems say about automation; and why a human should hold the button.
14 minOct 5, 2026AI SOC Agents in 2026: 98% Accuracy Claims, 23 to 34% on the Benchmark, and 0% of Teams Letting Them Act Alone
What the security-operations agents from Microsoft, Google, CrowdStrike, Palo Alto, SentinelOne, Torq and a billion-dollar startup cohort actually do in 2026 and what is measured: a median of 100 alerts a day and 28 percent never investigated, 75-minute mean investigations, Microsoft's $4-an-hour compute units and Google's token meter, CrowdStrike's 98 percent triage claim against Meta's 23 to 34 percent benchmark, Anthropic's and Google's reports of attackers running agents against defenders, and a Sigma rule and CI step that keep a human on the merge button.
14 min