{
 "version": "2026-11-09",
 "setup": {
  "benchmark": "AndroidWorld",
  "date": "2026-11-09",
  "agent": "Lusor",
  "model": "DeepSeek V4.1 Flash (low)",
  "seed": 42,
  "graders": {
   "mobilerun": "droidrun/android-world c5467e6",
   "google": "google-research/android_world 30583e2"
  },
  "mobilerun_cost_note": "ESTIMATE: published action count x $0.0766 (mean per-call cost we measured running gpt-6-astra low in our harness); not their bill",
  "mobilerun_source": "Mobilerun published per-task times and action counts",
  "skills_note": "skills_read = published app skills the agent opened in that task. skill_assisted = the subset with a rule written for an action or reading this task needs (our reading of each skill text); opening a skill whose rules do not apply to the task is not counted as assisted."
 },
 "task": {
  "task": "ExpenseDeleteMultiple2",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 180.3,
  "mobilerun_published_time_s": 366.7,
  "speed_ratio": 0.492,
  "lusor_cost_usd": 0.0709,
  "mobilerun_published_actions": 18,
  "mobilerun_est_cost_usd": 1.379,
  "lusor_tool_calls": 36,
  "disclosure": null,
  "skills_read": [],
  "skill_assisted": [],
  "goal": "Delete the following expenses from pro expense: Utilities, Dining Out, Specialty Foods.",
  "final_answer": null,
  "final_summary": "I deleted all three expenses from Pro Expense: Utilities ($135.26, Oct 4), Dining Out ($323.16, Oct 3) and Specialty Foods ($230.87, Oct 11). Each was removed through its row's swipe-to-reveal Delete with confirmation, and a full recount of Expense Logs now shows 50 entries, down from 53, with none of those three titles present.",
  "video_duration_s": 222.2,
  "steps": [
   {
    "step": 1,
    "tool": "get_ui_state",
    "start_s": 30.23,
    "end_s": 30.25,
    "ok": true,
    "note": "Observe current screen"
   },
   {
    "step": 2,
    "tool": "launch",
    "start_s": 31.75,
    "end_s": 32.95,
    "ok": true,
    "note": "Launch the Pro Expense app"
   },
   {
    "step": 3,
    "tool": "swipe",
    "start_s": 34.21,
    "end_s": 36.33,
    "ok": true,
    "note": "Open app drawer and find Pro Expense"
   },
   {
    "step": 4,
    "tool": "scroll_to",
    "start_s": 37.41,
    "end_s": 38.67,
    "ok": true,
    "note": "Scroll app drawer to find Pro Expense"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 39.52,
    "end_s": 39.52,
    "ok": true,
    "note": "Tap Pro Expense icon"
   },
   {
    "step": 6,
    "tool": "get_ui_state",
    "start_s": 40.6,
    "end_s": 40.62,
    "ok": true,
    "note": "Read current app drawer state and tap Pro Expense"
   },
   {
    "step": 7,
    "tool": "tap_element",
    "start_s": 41.46,
    "end_s": 42.04,
    "ok": true,
    "note": "Open Pro Expense and read its expense list"
   },
   {
    "step": 8,
    "tool": "get_ui_state",
    "start_s": 42.75,
    "end_s": 42.82,
    "ok": true,
    "note": "Read the Pro Expense home screen"
   },
   {
    "step": 9,
    "tool": "get_ui_state",
    "start_s": 43.83,
    "end_s": 45.25,
    "ok": true,
    "note": "Read the Pro Expense home screen after load"
   },
   {
    "step": 10,
    "tool": "tap_element",
    "start_s": 46.42,
    "end_s": 47.23,
    "ok": true,
    "note": "Open the drawer menu to reach the expenses list"
   },
   {
    "step": 11,
    "tool": "tap_element",
    "start_s": 48.01,
    "end_s": 49.25,
    "ok": true,
    "note": "Open Expense Logs list"
   },
   {
    "step": 12,
    "tool": "map_app",
    "start_s": 50.86,
    "end_s": 76.69,
    "ok": true,
    "note": "Map the full Expense Logs list to find Utilities, Dining Out, Specialty Foods"
   },
   {
    "step": 13,
    "tool": "scroll_to",
    "start_s": 79.15,
    "end_s": 90.02,
    "ok": true,
    "note": "Scroll to Utilities row and swipe it to reveal Delete"
   },
   {
    "step": 14,
    "tool": "swipe",
    "start_s": 91.57,
    "end_s": 93.29,
    "ok": true,
    "note": "Scroll down toward Oct 4 rows (Utilities)"
   },
   {
    "step": 15,
    "tool": "swipe",
    "start_s": 94.6,
    "end_s": 96.7,
    "ok": true,
    "note": "Scroll down toward Oct 4 rows (Utilities)"
   },
   {
    "step": 16,
    "tool": "swipe",
    "start_s": 97.87,
    "end_s": 99.5,
    "ok": true,
    "note": "Scroll down until the Utilities row (2023 Oct 4) is visible"
   },
   {
    "step": 17,
    "tool": "swipe",
    "start_s": 101.22,
    "end_s": 102.85,
    "ok": true,
    "note": "Bring Utilities row fully into view"
   },
   {
    "step": 18,
    "tool": "tap_element",
    "start_s": 104.79,
    "end_s": 104.8,
    "ok": true,
    "note": "Tap Delete on the Utilities row and confirm it disappeared"
   },
   {
    "step": 19,
    "tool": "swipe",
    "start_s": 106.4,
    "end_s": 108.23,
    "ok": true,
    "note": "Swipe the Utilities row left to reveal Delete"
   },
   {
    "step": 20,
    "tool": "tap_element",
    "start_s": 109.4,
    "end_s": 110.3,
    "ok": true,
    "note": "Tap Delete on the revealed Utilities row and confirm it was removed"
   },
   {
    "step": 21,
    "tool": "tap_element",
    "start_s": 111.78,
    "end_s": 112.72,
    "ok": true,
    "note": "Confirm deletion of Utilities, then verify row gone"
   },
   {
    "step": 22,
    "tool": "swipe",
    "start_s": 114.82,
    "end_s": 116.56,
    "ok": true,
    "note": "Scroll up toward Oct 11 row Specialty Foods"
   },
   {
    "step": 23,
    "tool": "swipe",
    "start_s": 118.17,
    "end_s": 119.86,
    "ok": true,
    "note": "Scroll up toward specialty foods row"
   },
   {
    "step": 24,
    "tool": "swipe",
    "start_s": 122.2,
    "end_s": 124.04,
    "ok": true,
    "note": "Scroll up to Oct 11 rows"
   },
   {
    "step": 25,
    "tool": "swipe",
    "start_s": 126.31,
    "end_s": 128.45,
    "ok": true,
    "note": "Scroll up to Oct 11 rows (Specialty Foods)"
   },
   {
    "step": 26,
    "tool": "swipe",
    "start_s": 130.2,
    "end_s": 132.07,
    "ok": true,
    "note": "Swipe Dining Out row left to reveal Delete"
   },
   {
    "step": 27,
    "tool": "tap_element",
    "start_s": 133.82,
    "end_s": 135.0,
    "ok": true,
    "note": "Tap Delete on Dining Out and confirm"
   },
   {
    "step": 28,
    "tool": "tap_element",
    "start_s": 136.23,
    "end_s": 136.96,
    "ok": true,
    "note": "Confirm deletion of Dining Out, then locate Specialty Foods"
   },
   {
    "step": 29,
    "tool": "swipe",
    "start_s": 139.08,
    "end_s": 140.8,
    "ok": true,
    "note": "Scroll up to Oct 11 rows to find Specialty Foods"
   },
   {
    "step": 30,
    "tool": "swipe",
    "start_s": 142.53,
    "end_s": 144.28,
    "ok": true,
    "note": "Scroll up toward Oct 11 rows (Specialty Foods)"
   },
   {
    "step": 31,
    "tool": "swipe",
    "start_s": 146.39,
    "end_s": 148.09,
    "ok": true,
    "note": "Scroll up toward Oct 11 rows (Specialty Foods)"
   },
   {
    "step": 32,
    "tool": "swipe",
    "start_s": 173.04,
    "end_s": 175.06,
    "ok": true,
    "note": "Swipe Specialty Foods row left to reveal Delete"
   },
   {
    "step": 33,
    "tool": "tap_element",
    "start_s": 176.44,
    "end_s": 177.29,
    "ok": true,
    "note": "Tap Delete on revealed Specialty Foods row, then CONFIRM"
   },
   {
    "step": 34,
    "tool": "tap_element",
    "start_s": 178.65,
    "end_s": 179.49,
    "ok": true,
    "note": "Confirm deletion of Specialty Foods, then recount list with map_app levels 1"
   },
   {
    "step": 35,
    "tool": "map_app",
    "start_s": 181.14,
    "end_s": 204.73,
    "ok": true,
    "note": "Recount the list titles to confirm the three are gone"
   },
   {
    "step": 36,
    "tool": "done",
    "start_s": 207.86,
    "end_s": 207.86,
    "ok": true,
    "note": "Complete"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/ExpenseDeleteMultiple2/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/ExpenseDeleteMultiple2/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/ExpenseDeleteMultiple2/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/ExpenseDeleteMultiple2/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/ExpenseDeleteMultiple2/task.json"
  }
 }
}