The primary challenge of quantum computing compared to classical computing is related to quantum coherence and error rates. Quantum computers operate using qubits, which can exist in multiple states simultaneously, allowing for immense processing power. However, maintaining coherence among qubits is delicate, as external factors can lead to errors and decoherence, making it challenging to create reliable quantum systems for practical applications.