Yes, this can be super painful, especially when correlating information from several sources, or when traveling. It can become almost impossible when reviewing historical data.
My solution to inconsistent time rendering in AWS (sometimes UTC, sometimes localtime) is to run a separate browser profile for AWS (and third party status pages) that that's always running in UTC.
But seriously, status page people: there's no excuse for being vague about timezones!