Well, Toyota specs 10,000 mile oil changes, so it should last.
I change mine every 5K in my 24 Rav4. It's right there next to the oil plug, so no big deal to change it while I'm draining the oil. The oil really isn't very dark after 5K miles, so I'm probably wasting money changing the filter...