message queues, synchronous or asynchronous?

so, i've been thinking about how we do microservice communication. we talk a lot about message queues, but when do you prefer a synchronous call versus an async one using a queue? what are the main trade-offs you look at for latency, reliability, and complexity when you're deciding between them?