Steel is by far the most common material used for ice picks due to its sustained durability properties at a wide range of temperatures. In kitchen picks, food-safe stainless steel is the material of choice. Climbers’ ice picks and ice picks for backpacking often use aluminum in the handles to cut down on total weight and increase handleability.