RecipeDeleteSingleWithRecipeWithNoise AndroidWorld, 2026-11-09. Agent: Lusor, model: DeepSeek V4.1 Flash (low). GOAL Delete the following recipes from Broccoli app: Classic Margherita Pizza. RESULT - Mobilerun's grader: pass - Google's grader: pass - Lusor time: 48.2 s; Mobilerun published time: 301.6 s (6.3x faster) - Lusor model cost: $0.0122; Mobilerun estimated cost: ~$0.54 - Lusor tool calls: 11; Mobilerun published actions: 7 - App skills: read broccoli; none has rules for this task FINAL REPORT Deleted the Classic Margherita Pizza recipe from Broccoli. The deletion was confirmed by the app, and a full recount of the recipe list (29 recipes) shows it is no longer present. STEPS (11; seconds into the video) 1. 30.20-30.21 s read ok Read Broccoli skill and observe screen 2. 30.20-30.21 s get_ui_state ok Read Broccoli skill and observe screen 3. 31.03-34.95 s launch ok Launch Broccoli and find the recipe list 4. 36.09-37.29 s scroll_to ok Scroll to Classic Margherita Pizza card 5. 38.23-39.93 s tap_element ok Open Classic Margherita Pizza recipe detail 6. 41.06-42.14 s tap_element ok Open the More options menu on the recipe detail page 7. 42.88-43.82 s tap_element ok Tap Delete in the menu and confirm if a dialog appears 8. 44.92-46.14 s tap_element ok Confirm DELETE in the dialog, then verify the recipe is gone from the list 9. 47.49-72.80 s map_app ok Map the full recipe list to verify Classic Margherita Pizza is gone 10. 73.86-73.88 s get_ui_state ok Report the deletion result 11. 75.99-75.99 s done ok Task complete FILES - Video: video.mp4 (H.264), video.webm (VP9); poster: poster.webp - Data: task.json, steps.json