This is a survey facilitated by the MLOPs community. Our goal is to create a comprehensive guide to practitioners in the MLOps/LLMOps community to rely on when navigating the very saturated tooling landscape. Your answers and insights will be invaluable in gauging the best and the most commonly used tools.