Safari has easy options to set both a default and per-site preferences (https://support.apple.com/guide/safari/stop-autoplay-videos-...), including a "Never Auto-Play" choice. Despite years of user complaints and a fairly clear resolution to them, Chrome either watered-down their fix or solved the wrong problem entirely.