The choice between OpenTelemetry Collector and Apache Kafka isn't a zero-sum game. Each has its unique strengths and can even complement each other in certain architectures. The OpenTelemetry Collector excels in data gathering, compression, and filtering, making it a strong candidate for reducing in-system latency and improving data quality before it reaches your backend.