기업 70% AI 모델 3개 이상 운영…오픈AI 독주 속 클로드·제미나이 존재감 확대

The report states that roughly 5% of AI model requests in production fail, with about 60% of failures attributed to capacity limits leading to delays, errors, or outages. It notes OpenAI's market share declined from 75% to 63% while competitors (Google Gemini and Anthropic Claude) gained share; Datadog clarifies that OpenAI's user count actually doubled and the decline is relative. Adoption of agent frameworks nearly doubled year-over-year, improving developer productivity but increasing operational components to manage.