Can't tell about the inspector & developer mode. But this is what I have noticed.
When I'm working from, connected to my office network & multiple Microsoft apps like Outlook, OneDrive, Skype, Teams etc. are open - Safari gives me around 6 hours. Chrome kills the machine after 3 or 4 - for same kind of workflow.