You may be able to get a small discount when prices are surging if you sign up for Uber One ahead of time. It typically provides 5% off rides. The subscription costs $9.99 per month or $100 a year. Uber One works best if you're a regular Uber rider or order a lot of meals using Uber Eats (discounts apply for both).