{
 "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": "RetroSavePlaylist",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 84.4,
  "mobilerun_published_time_s": 603.7,
  "speed_ratio": 0.14,
  "lusor_cost_usd": 0.0388,
  "mobilerun_published_actions": 39,
  "mobilerun_est_cost_usd": 2.987,
  "lusor_tool_calls": 36,
  "disclosure": null,
  "skills_read": [],
  "skill_assisted": [],
  "goal": "Create a playlist in Retro Music titled \"Acoustic Sessions 104\" with the following songs, in order: Echoes of Silence, Forever Young, Endless Summer, Voices in the Hall, Rising Sun. Then export the playlist to the Downloads directory on the device.",
  "final_answer": null,
  "final_summary": "I made the playlist \"Acoustic Sessions 104\" in Retro Music with the five songs in the order you asked for: Echoes of Silence, Forever Young, Endless Summer, Voices in the Hall, then Rising Sun. The playlist page shows \"5 Songs • 18:39\" and lists them in that order. I then exported it with the playlist's \"Save as file\" option into Downloads, and the Files app confirms the file Acoustic Sessions 104.m3u (423 B, saved at 15:35) is there.",
  "video_duration_s": 133.4,
  "steps": [
   {
    "step": 1,
    "tool": "get_ui_state",
    "start_s": 36.0,
    "end_s": 36.03,
    "ok": true,
    "note": "Observe current screen"
   },
   {
    "step": 2,
    "tool": "launch",
    "start_s": 36.95,
    "end_s": 41.58,
    "ok": true,
    "note": "Launch Retro Music"
   },
   {
    "step": 3,
    "tool": "get_ui_state",
    "start_s": 42.34,
    "end_s": 42.78,
    "ok": true,
    "note": "Observe Retro Music screen"
   },
   {
    "step": 4,
    "tool": "tap_element",
    "start_s": 43.91,
    "end_s": 45.56,
    "ok": true,
    "note": "Open Playlists tab"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 46.47,
    "end_s": 47.59,
    "ok": true,
    "note": "Open More options menu"
   },
   {
    "step": 6,
    "tool": "tap_element",
    "start_s": 48.52,
    "end_s": 49.82,
    "ok": true,
    "note": "Tap New playlist"
   },
   {
    "step": 7,
    "tool": "type",
    "start_s": 50.7,
    "end_s": 53.71,
    "ok": true,
    "note": "Type playlist name"
   },
   {
    "step": 8,
    "tool": "tap_element",
    "start_s": 54.44,
    "end_s": 55.38,
    "ok": true,
    "note": "Tap Create"
   },
   {
    "step": 9,
    "tool": "tap_element",
    "start_s": 56.58,
    "end_s": 58.16,
    "ok": true,
    "note": "Open Songs tab and search first song"
   },
   {
    "step": 10,
    "tool": "tap_element",
    "start_s": 59.79,
    "end_s": 60.84,
    "ok": true,
    "note": "Tap menu of Echoes of Silence"
   },
   {
    "step": 11,
    "tool": "tap_element",
    "start_s": 61.98,
    "end_s": 63.02,
    "ok": true,
    "note": "Tap Add to playlist"
   },
   {
    "step": 12,
    "tool": "tap_element",
    "start_s": 64.0,
    "end_s": 64.84,
    "ok": true,
    "note": "Add Forever Young via its menu"
   },
   {
    "step": 13,
    "tool": "tap_element",
    "start_s": 67.62,
    "end_s": 68.52,
    "ok": true,
    "note": "Open Forever Young menu"
   },
   {
    "step": 14,
    "tool": "tap_element",
    "start_s": 69.49,
    "end_s": 69.49,
    "ok": false,
    "note": "Tap Add to playlist for Forever Young"
   },
   {
    "step": 15,
    "tool": "tap_element",
    "start_s": 70.58,
    "end_s": 71.92,
    "ok": true,
    "note": "Tap Add to playlist for Forever Young"
   },
   {
    "step": 16,
    "tool": "tap_element",
    "start_s": 72.88,
    "end_s": 73.74,
    "ok": true,
    "note": "Add Endless Summer via its menu"
   },
   {
    "step": 17,
    "tool": "tap_element",
    "start_s": 74.77,
    "end_s": 75.76,
    "ok": true,
    "note": "Open Endless Summer menu"
   },
   {
    "step": 18,
    "tool": "tap_element",
    "start_s": 76.91,
    "end_s": 77.96,
    "ok": true,
    "note": "Tap Add to playlist for Endless Summer"
   },
   {
    "step": 19,
    "tool": "tap_element",
    "start_s": 79.28,
    "end_s": 80.04,
    "ok": true,
    "note": "Scroll down to Voices in the Hall"
   },
   {
    "step": 20,
    "tool": "swipe",
    "start_s": 82.0,
    "end_s": 83.94,
    "ok": true,
    "note": "Scroll down to see Voices in the Hall"
   },
   {
    "step": 21,
    "tool": "tap_element",
    "start_s": 85.46,
    "end_s": 86.43,
    "ok": true,
    "note": "Open Voices in the Hall menu"
   },
   {
    "step": 22,
    "tool": "tap_element",
    "start_s": 87.55,
    "end_s": 88.62,
    "ok": true,
    "note": "Tap Add to playlist for Voices in the Hall"
   },
   {
    "step": 23,
    "tool": "tap_element",
    "start_s": 89.48,
    "end_s": 90.36,
    "ok": true,
    "note": "Open Rising Sun menu"
   },
   {
    "step": 24,
    "tool": "tap_element",
    "start_s": 91.36,
    "end_s": 92.47,
    "ok": true,
    "note": "Open Rising Sun menu"
   },
   {
    "step": 25,
    "tool": "tap_element",
    "start_s": 93.64,
    "end_s": 94.65,
    "ok": true,
    "note": "Tap Add to playlist for Rising Sun"
   },
   {
    "step": 26,
    "tool": "tap_element",
    "start_s": 95.68,
    "end_s": 96.54,
    "ok": true,
    "note": "Open the playlist and verify songs/order"
   },
   {
    "step": 27,
    "tool": "tap_element",
    "start_s": 97.88,
    "end_s": 98.86,
    "ok": true,
    "note": "Open Playlists tab"
   },
   {
    "step": 28,
    "tool": "tap_element",
    "start_s": 99.95,
    "end_s": 100.95,
    "ok": true,
    "note": "Open playlist to verify order"
   },
   {
    "step": 29,
    "tool": "tap_element",
    "start_s": 102.36,
    "end_s": 103.15,
    "ok": true,
    "note": "Open playlist More options to export"
   },
   {
    "step": 30,
    "tool": "tap_element",
    "start_s": 104.24,
    "end_s": 105.67,
    "ok": true,
    "note": "Tap Save as file"
   },
   {
    "step": 31,
    "tool": "get_ui_state",
    "start_s": 106.91,
    "end_s": 107.54,
    "ok": true,
    "note": "Observe file save dialog"
   },
   {
    "step": 32,
    "tool": "tap_element",
    "start_s": 108.91,
    "end_s": 109.52,
    "ok": true,
    "note": "Tap SAVE in Downloads"
   },
   {
    "step": 33,
    "tool": "get_ui_state",
    "start_s": 110.66,
    "end_s": 110.73,
    "ok": true,
    "note": "Check screen after save and confirm file in Downloads"
   },
   {
    "step": 34,
    "tool": "pull_file",
    "start_s": 112.02,
    "end_s": 112.02,
    "ok": true,
    "note": "Check newest saved file in Downloads"
   },
   {
    "step": 35,
    "tool": "launch",
    "start_s": 113.81,
    "end_s": 115.05,
    "ok": true,
    "note": "Open Files app to confirm exported file"
   },
   {
    "step": 36,
    "tool": "done",
    "start_s": 117.52,
    "end_s": 117.52,
    "ok": true,
    "note": "Task complete"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/RetroSavePlaylist/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/RetroSavePlaylist/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/RetroSavePlaylist/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/RetroSavePlaylist/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/RetroSavePlaylist/task.json"
  }
 }
}