Investment Rating - The report does not provide specific investment recommendations for individual companies or suppliers in the smart driving sector [2][5][7]. Core Insights - 2025 marks a pivotal year for automotive intelligence, initiating a three-year cycle that will elevate the domestic electrification penetration rate to 50%-80%+ [2]. - Leading smart driving manufacturers have successfully implemented urban NOA (Navigation on Autopilot) experiences, enhancing complex scenario handling and passenger experience [2]. - The report evaluates the smart driving experiences of seven manufacturers through both large sample and small sample road tests, focusing on various dimensions such as scenario implementation and comfort [2][4]. - The performance gap among manufacturers is narrowing, with second-tier manufacturers improving their capabilities significantly compared to Q1 [2]. Summary by Sections Road Test Overview - The report includes both large sample concentrated road tests and small sample in-depth road tests to assess the smart driving capabilities of various models [4][28]. - The concentrated road test was conducted on a fixed route in Shenzhen, covering complex scenarios such as narrow passages and busy intersections [31][67]. Performance Evaluation - The average takeover frequency across the tests was noted, with specific scores assigned to each vehicle based on their performance in various driving scenarios [36][37]. - The report highlights that the Wanjie M7 achieved the highest overall evaluation score, with an average takeover frequency of 0.47, indicating excellent smart driving performance [36][37]. - The performance of the Wei brand Lanshan and Xiaopeng models was also noted, with average takeover frequencies of 1.83 and 2.40, respectively, showcasing their capabilities in complex scenarios [40][42]. Model-Specific Insights - The report details the specific smart driving versions tested, including Huawei ADS 4.0, Xiaopeng XOS 5.7.8, and others, along with their respective performance metrics [12][14][18][19]. - Each model's strengths and weaknesses in handling various driving scenarios were analyzed, with particular attention to their ability to manage complex urban environments [2][67]. Future Outlook - The report anticipates that the advancements in smart driving technology will continue to evolve, with manufacturers focusing on enhancing their systems to better handle complex driving conditions [2][22].