Krabi rewards travelers who plan around base area and season: Krabi Town is the cheapest base with guesthouses under $20/night and the best night-market food, while Ao Nang costs more but saves on transit to Railay and the boat piers. Pricing roughly doubles between the May–October wet season and the November–April dry season, so shifting dates by even a few weeks around the shoulder months is the single biggest budget lever.
Cost control in Krabi is mostly about avoiding a few predictable traps: airport taxis marked up over Grab/app rates, beach-tout 'join-in' tours that are 30–50% more than in-town operators, and peak-season surcharges at Railay's boat-only access. Stick to songthaews for short hops, ferries (not speedboats) for Phi Phi, and street markets for meals, and the same trip can be done comfortably for $30–45/day per person.