Sound design! Alien: Isolation was phenomenal. I still have such vivid memories of listening for the Xenomorph’s footsteps from various hiding spots 😅. Good voice acting as well.
Another one that stood out for me was the first Silent Hill game (I wish they rebooted this series, there are always rumours that they will).
Agree about the jump scares.