I like “numbers you should know”, like this Python one or this latency one, but I feel you should have a sense of the difference here, and maybe some idea of the algorithmic complexity and CPU/memory trade-offs for some, but don’t need to actually know them. You can always check them, or look up pages like this.

(The Python one is a very nicely put together page, though.)