{
 "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": "TasksHighPriorityTasks",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 273.3,
  "mobilerun_published_time_s": 193.5,
  "speed_ratio": 1.412,
  "lusor_cost_usd": 0.0864,
  "mobilerun_published_actions": 7,
  "mobilerun_est_cost_usd": 0.536,
  "lusor_tool_calls": 31,
  "disclosure": null,
  "skills_read": [
   "tasks"
  ],
  "skill_assisted": [
   "tasks"
  ],
  "goal": "What are my high priority tasks in Tasks app? Answer with the titles only. If there are multiples titles, format your answer in a comma separated list.",
  "final_answer": "Prepare agenda for weekly meeting",
  "final_summary": "You have one high priority task in the Tasks app: Prepare agenda for weekly meeting.",
  "video_duration_s": 313.7,
  "steps": [
   {
    "step": 1,
    "tool": "read",
    "start_s": 28.77,
    "end_s": 28.78,
    "ok": true,
    "note": "Read tasks skill then observe screen"
   },
   {
    "step": 2,
    "tool": "get_ui_state",
    "start_s": 28.77,
    "end_s": 28.78,
    "ok": true,
    "note": "Observe current screen"
   },
   {
    "step": 3,
    "tool": "launch",
    "start_s": 29.74,
    "end_s": 33.12,
    "ok": true,
    "note": "Launch Tasks app and inspect list"
   },
   {
    "step": 4,
    "tool": "map_app",
    "start_s": 34.94,
    "end_s": 49.56,
    "ok": true,
    "note": "Map full task list to know all rows"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 34.94,
    "end_s": 49.56,
    "ok": true,
    "note": "Check More options menu for priority filter"
   },
   {
    "step": 6,
    "tool": "get_ui_state",
    "start_s": 50.71,
    "end_s": 50.74,
    "ok": true,
    "note": "Open More options menu to look for a priority filter"
   },
   {
    "step": 7,
    "tool": "chain",
    "start_s": 52.41,
    "end_s": 54.12,
    "ok": true,
    "note": "Scroll to top and open More options menu"
   },
   {
    "step": 8,
    "tool": "tap_element",
    "start_s": 54.94,
    "end_s": 56.01,
    "ok": true,
    "note": "Inspect More options menu for a priority filter"
   },
   {
    "step": 9,
    "tool": "chain",
    "start_s": 57.53,
    "end_s": 58.49,
    "ok": true,
    "note": "Go back, then open Search to look for priority filter"
   },
   {
    "step": 10,
    "tool": "chain",
    "start_s": 61.26,
    "end_s": 61.7,
    "ok": true,
    "note": "Back out of search, then open each task to read its priority"
   },
   {
    "step": 11,
    "tool": "tap_element",
    "start_s": 63.06,
    "end_s": 64.53,
    "ok": true,
    "note": "Open one task to see how priority is shown on its page"
   },
   {
    "step": 12,
    "tool": "screenshot",
    "start_s": 66.59,
    "end_s": 67.96,
    "ok": true,
    "note": "Read priority radio labels from screenshot"
   },
   {
    "step": 13,
    "tool": "chain",
    "start_s": 72.1,
    "end_s": 72.41,
    "ok": true,
    "note": "Return to list, then open each task to read its priority"
   },
   {
    "step": 14,
    "tool": "map_app",
    "start_s": 74.59,
    "end_s": 230.59,
    "ok": true,
    "note": "Open remaining tasks one by one to read their Priority selection"
   },
   {
    "step": 15,
    "tool": "screenshot",
    "start_s": 235.32,
    "end_s": 236.75,
    "ok": true,
    "note": "Check list screenshot for priority markers on rows"
   },
   {
    "step": 16,
    "tool": "chain",
    "start_s": 239.61,
    "end_s": 241.3,
    "ok": true,
    "note": "Scroll list to top and screenshot each page to spot red (high priority) checkboxes"
   },
   {
    "step": 17,
    "tool": "chain",
    "start_s": 242.75,
    "end_s": 248.89,
    "ok": true,
    "note": "Scroll to very top of task list"
   },
   {
    "step": 18,
    "tool": "screenshot",
    "start_s": 250.43,
    "end_s": 254.37,
    "ok": true,
    "note": "Read checkbox colors of top 11 rows for red (high priority)"
   },
   {
    "step": 19,
    "tool": "tap_element",
    "start_s": 257.41,
    "end_s": 258.41,
    "ok": true,
    "note": "Verify that yellow checkbox means Medium priority by opening Organize Closet"
   },
   {
    "step": 20,
    "tool": "chain",
    "start_s": 260.47,
    "end_s": 261.01,
    "ok": true,
    "note": "Back to list and scroll to next page for checkbox colors"
   },
   {
    "step": 21,
    "tool": "chain",
    "start_s": 262.65,
    "end_s": 264.36,
    "ok": true,
    "note": "Scroll down one page and screenshot to read checkbox colors 9-19"
   },
   {
    "step": 22,
    "tool": "screenshot",
    "start_s": 265.83,
    "end_s": 267.21,
    "ok": true,
    "note": "Read checkbox colors for rows 11-19"
   },
   {
    "step": 23,
    "tool": "chain",
    "start_s": 270.37,
    "end_s": 271.94,
    "ok": true,
    "note": "Scroll further and screenshot remaining rows (Learn to Play Guitar through Meal Prep)"
   },
   {
    "step": 24,
    "tool": "screenshot",
    "start_s": 273.56,
    "end_s": 274.98,
    "ok": true,
    "note": "Read colors for completed rows Learn to Play Guitar, Grocery Shopping, Clean Out Fridge"
   },
   {
    "step": 25,
    "tool": "chain",
    "start_s": 277.31,
    "end_s": 279.06,
    "ok": true,
    "note": "Scroll to bottom and screenshot remaining completed rows"
   },
   {
    "step": 26,
    "tool": "screenshot",
    "start_s": 280.46,
    "end_s": 281.83,
    "ok": true,
    "note": "Read colors for Clean Out Fridge, Take Dog to the Vet, Attend Team Meeting, Reply to Emails"
   },
   {
    "step": 27,
    "tool": "chain",
    "start_s": 283.95,
    "end_s": 286.12,
    "ok": true,
    "note": "Scroll to bottom to read Meal Prep rows' checkbox colors"
   },
   {
    "step": 28,
    "tool": "screenshot",
    "start_s": 287.51,
    "end_s": 288.91,
    "ok": true,
    "note": "Read colors of the two Meal Prep rows"
   },
   {
    "step": 29,
    "tool": "tap_element",
    "start_s": 292.39,
    "end_s": 293.01,
    "ok": true,
    "note": "Open Prepare agenda for weekly meeting to confirm 4th priority radio (High) is checked"
   },
   {
    "step": 30,
    "tool": "chain",
    "start_s": 295.29,
    "end_s": 295.62,
    "ok": true,
    "note": "Return to task list and finish"
   },
   {
    "step": 31,
    "tool": "done",
    "start_s": 298.12,
    "end_s": 298.13,
    "ok": true,
    "note": "Task complete"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/TasksHighPriorityTasks/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/TasksHighPriorityTasks/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/TasksHighPriorityTasks/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/TasksHighPriorityTasks/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/TasksHighPriorityTasks/task.json"
  }
 }
}