Functions and tasks allow for code reusability in Verilog. Functions are used for combinational logic, execute immediately without delays, and return a single value. Tasks can contain delays and timing controls, are used for both combinational and sequential logic, and can pass multiple values through input/output arguments but do not return a value. The key differences are that functions cannot enable other tasks or contain delays while tasks can enable other tasks and functions and can contain delays.