On my iPod touch 3rd gen, I leave it unplugged with the Wi-FI on overnight, and the battery indicator doesn't budge even though the battery is significantly reduced from its original capacity. I turned off most notifications but iCloud push is on, so it doesn't seem to use much power to keep Wi-Fi on "standby." The battery after actual use will be quite different 🙂