This paper presents the design of portable pico linear generators using trapezoid and triangular Halbach magnet shapes for wave energy conversion. The trapezoid design outperformed the triangular and conventional rectangular designs in terms of efficiency, induced voltage, and material cost. Simulation results indicated that the trapezoid shape provided superior performance due to its increased magnetic flux density and better optimization outcomes.