Can LongCat-2.5 Turn a Screenshot into a Complete Web Page? Analyzing Visual Programming Capabilities and Failure Cases Across 5 Dimensions
Author’s note: Drawing on official demos and third-party tests by Zhidx and TOKRACE, this article examines LongCat-2.5’s real-world capabilities in screenshot-to-webpage conversion, interactive pages, and 3D generation, along with typical failures and the limits of what can be accepted for delivery. Meituan officially released LongCat-2.5 on 2026-11-02, highlighting Visual Coding as one of its key…