For context-aware handwriting recognition for input fields, an apparatus, system, method, and computer program product are disclosed. The apparatus may include a processor, a handwriting input unit operatively coupled to the processor, a display operatively coupled to the processor, a field metadata module that obtains metadata related to an input field, a field type module that identifies a field type of the input field associated with the handwriting input based on the metadata, and a recognition tuning module that adjusts a handwriting recognition engine based on the field type. Adjusting the handwriting recognition engine may include increasing a weight given to text having particular characteristics, based on the field type. Obtaining the metadata related to an input field may include querying an application for properties of the input field and/or identifying text adjacent to the input field.