For sites running version 4.06+, it's now possible to clear the price cache from the CMS Cache Management page. That's right - no more clicking your way through Advanced SettingsSystem PreferencesToolsPricing Matrix!

You can now clear the Dictionary, Product, and Price caches all in one place.