The ideal protein-to-carbohydrate ratio for pre-workout nutrition can vary based on individual preferences and training goals. A general guideline is to aim for a 2:1 or 3:1 ratio of carbs to protein, ensuring that you have enough energy for your workout while providing essential amino acids for muscle support. Experiment with different ratios to find what works best for you.