The main difference between a shared proxy and a private proxy lies in the number of users. A shared proxy is used by multiple clients simultaneously, making it a cost-effective solution. However, this can lead to slower speeds due to shared bandwidth. On the other hand, a private proxy is used by a single client, offering higher security, performance, and speed, but at a higher cost.