Recent clusters of degraded performance incidents across ChatGPT services, including multiple events on October 13–14 involving GPT-6.1 Sol, Codex, image generation models, and Work mode features, have shaped trader views toward elevated outage risk for the month. OpenAI’s status page shows over two dozen minor-to-major incidents since early October, often tied to API errors, conversation loading failures, and regional issues, despite high overall uptime metrics. This pattern of recurring disruptions during feature rollouts and high-traffic periods supports the 53% market-implied probability for 5+ outage days, while the lower odds for 3 or fewer reflect expectations that most incidents remain short-lived rather than full-day events. Key catalysts ahead include any major model updates or traffic spikes in the second half of October.