Poker players are pretty used to installing GUIs, so I don't think web-based would help. Every poker client is a GUI (and for good reason), as is Poker Tracker, Poker Stove, SNGWizard, etc.

I don't know if you're doing ICM calcs or what, but anything beyond a simple odds calculator should be a native app.