IDK the one where you jump out of a crashing spaceship and explore some lonely tunnels.

That's Super Metroid. That's the Metroid I played first---on an emulator as well. It's one of the greatest games for the SNES.

I tried the NES original Metroid (also emulated) later, and I was surprised of how many of the game elements were already in place on the much weaker system.