BrowserMaze AndroidWorld, 2026-11-09. Agent: Lusor, model: DeepSeek V4.1 Flash (low). GOAL Open the file task.html in Downloads in the file manager; when prompted open it with Chrome. Then navigate the X to the bottom-right cell, by using the direction buttons. RESULT - Mobilerun's grader: pass - Google's grader: pass - Lusor time: 51.2 s; Mobilerun published time: 350.5 s (6.8x faster) - Lusor model cost: $0.0181; Mobilerun estimated cost: ~$1.07 - Lusor tool calls: 20; Mobilerun published actions: 14 - App skills: none read FINAL REPORT I opened task.html from Downloads and chose Chrome, then solved the maze puzzle. Using the direction buttons I moved the X from the top-left cell down, right three times, and down into the green bottom-right cell, and the page now shows "Success!". STEPS (20; seconds into the video) 1. 29.88-29.89 s get_ui_state ok Observe current screen to find file manager / task.html 2. 31.18-33.08 s launch ok Launch Files app and open Downloads 3. 33.98-34.26 s get_ui_state ok Read file list in Downloads 4. 35.32-36.55 s tap_element ok Tap task.html to open; choose Chrome in the chooser 5. 37.82-38.97 s tap_element ok Wait for Chrome to load task.html 6. 39.92-40.60 s get_ui_state ok Handle Chrome first-run screens, then view task page 7. 41.71-42.07 s tap_element ok Complete Chrome first-run and load task.html 8. 43.03-44.09 s tap_element ok Dismiss any remaining Chrome prompts and load task.html 9. 45.03-46.15 s tap ok Dismiss sync prompt to load task.html 10. 47.19-48.18 s tap_element ok Tap task.html again to open with Chrome 11. 48.90-51.28 s tap_element ok Wait for Chrome to load task.html 12. 53.01-54.34 s screenshot ok Inspect task.html page visually in Chrome 13. 59.32-59.90 s tap_element ok Verify X moved down after tapping Down 14. 60.95-62.29 s screenshot ok Check X position after Down 15. 66.27-66.77 s tap_element ok Tap Down to move X from row1 to row2 16. 68.35-68.93 s tap_element ok Tap Right to move to column 1 17. 70.45-70.95 s tap_element ok Tap Right to move to column 2 18. 72.21-72.70 s tap_element ok Tap Right to move to column 3 19. 73.77-74.26 s tap_element ok Tap Down to enter the green bottom-right cell, then verify 20. 77.29-77.29 s done ok done FILES - Video: video.mp4 (H.264), video.webm (VP9); poster: poster.webp - Data: task.json, steps.json