Original, source-checked analysis of how often and how long ChatGPT, Codex, Claude and Gemini have problems, built from public status pages, incident write-ups and our own published datasets. We count incidents, measure how long they stay open, check whether status-page times match the providers’ own write-ups, rebuild the uptime figures the pages publish, and say plainly what the data cannot show. Every article links to its data and states its limits. Start with the State of AI Reliability overview, then read the guides on status-page stages, uptime, and outage write-ups.

The State of AI Reliability, July to October 2026: We Measured 111 ChatGPT and Codex Incidents (and What Claude’s Status Page Shows Separately)

Between 10 July and 8 October 2026, OpenAI's status feed recorded 111 incidents, and most were labelled degraded performance or left unlabelled, not outage. In OpenAI's own labels, 79 were…

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OpenAI’s 29 September Outage: The Write-Up Blames a Feature Rollout and Dates the Mitigation About 100 Minutes Before the Status Page

OpenAI's write-up for its 29 September 2026 outage says a feature rollout caused routine settings requests to trigger repeated background checks, which opened connections across internal services until shared network…

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