{
 "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": "RetroCreatePlaylist",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 57.3,
  "mobilerun_published_time_s": 663.2,
  "speed_ratio": 0.086,
  "lusor_cost_usd": 0.0221,
  "mobilerun_published_actions": 22,
  "mobilerun_est_cost_usd": 1.685,
  "lusor_tool_calls": 24,
  "disclosure": null,
  "skills_read": [],
  "skill_assisted": [],
  "goal": "Create a playlist in Retro Music titled \"Folk Favourites 547\" with the following songs, in order: Shadows of Time, Distant Memories",
  "final_answer": null,
  "final_summary": "I created the playlist \"Folk Favourites 547\" in Retro Music and added both songs in the order you gave: Shadows of Time first, then Distant Memories. The playlist screen shows 2 Songs and 09:06 total duration, with the two tracks listed in that order.",
  "video_duration_s": 105.0,
  "steps": [
   {
    "step": 1,
    "tool": "get_ui_state",
    "start_s": 34.9,
    "end_s": 34.92,
    "ok": true,
    "note": "Observe current screen and launch Retro Music"
   },
   {
    "step": 2,
    "tool": "launch",
    "start_s": 35.96,
    "end_s": 40.44,
    "ok": true,
    "note": "Launch Retro Music and observe its main screen"
   },
   {
    "step": 3,
    "tool": "get_ui_state",
    "start_s": 41.27,
    "end_s": 41.32,
    "ok": true,
    "note": "Observe Retro Music home screen"
   },
   {
    "step": 4,
    "tool": "tap_element",
    "start_s": 42.15,
    "end_s": 43.18,
    "ok": true,
    "note": "Open Playlists tab"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 44.22,
    "end_s": 45.26,
    "ok": true,
    "note": "Tap More options to find Create playlist"
   },
   {
    "step": 6,
    "tool": "tap_element",
    "start_s": 46.01,
    "end_s": 47.05,
    "ok": true,
    "note": "Tap New playlist and enter name"
   },
   {
    "step": 7,
    "tool": "type",
    "start_s": 47.89,
    "end_s": 50.72,
    "ok": true,
    "note": "Type playlist name"
   },
   {
    "step": 8,
    "tool": "tap_element",
    "start_s": 51.45,
    "end_s": 52.3,
    "ok": true,
    "note": "Tap Create and verify playlist appears"
   },
   {
    "step": 9,
    "tool": "tap_element",
    "start_s": 53.25,
    "end_s": 53.96,
    "ok": true,
    "note": "Open the new playlist and add songs"
   },
   {
    "step": 10,
    "tool": "tap_element",
    "start_s": 55.09,
    "end_s": 55.98,
    "ok": true,
    "note": "Open playlist menu to add songs"
   },
   {
    "step": 11,
    "tool": "key",
    "start_s": 57.21,
    "end_s": 57.69,
    "ok": true,
    "note": "Close menu and open Songs tab"
   },
   {
    "step": 12,
    "tool": "tap",
    "start_s": 58.48,
    "end_s": 59.52,
    "ok": true,
    "note": "Tap Songs tab"
   },
   {
    "step": 13,
    "tool": "key",
    "start_s": 60.65,
    "end_s": 61.39,
    "ok": true,
    "note": "Back to playlists screen then open Songs tab"
   },
   {
    "step": 14,
    "tool": "tap_element",
    "start_s": 62.15,
    "end_s": 63.59,
    "ok": true,
    "note": "Open Songs tab to find the two songs"
   },
   {
    "step": 15,
    "tool": "tap_element",
    "start_s": 64.61,
    "end_s": 65.55,
    "ok": true,
    "note": "Open Shadows of Time menu and choose Add to playlist"
   },
   {
    "step": 16,
    "tool": "tap_element",
    "start_s": 66.33,
    "end_s": 67.47,
    "ok": true,
    "note": "Choose Add to playlist for Shadows of Time"
   },
   {
    "step": 17,
    "tool": "tap_element",
    "start_s": 68.32,
    "end_s": 69.05,
    "ok": true,
    "note": "Select Folk Favourites 547 to add Shadows of Time"
   },
   {
    "step": 18,
    "tool": "tap_element",
    "start_s": 69.94,
    "end_s": 70.77,
    "ok": true,
    "note": "Open Distant Memories menu and choose Add to playlist"
   },
   {
    "step": 19,
    "tool": "tap_element",
    "start_s": 71.72,
    "end_s": 72.87,
    "ok": true,
    "note": "Tap Add to playlist"
   },
   {
    "step": 20,
    "tool": "tap_element",
    "start_s": 73.99,
    "end_s": 75.02,
    "ok": true,
    "note": "Select playlist to add Distant Memories, then verify playlist contents"
   },
   {
    "step": 21,
    "tool": "tap_element",
    "start_s": 75.91,
    "end_s": 76.77,
    "ok": true,
    "note": "Open Playlists tab and the playlist to verify songs and order"
   },
   {
    "step": 22,
    "tool": "tap_element",
    "start_s": 77.8,
    "end_s": 78.67,
    "ok": true,
    "note": "Open playlist and map songs to confirm order"
   },
   {
    "step": 23,
    "tool": "map_app",
    "start_s": 80.22,
    "end_s": 86.79,
    "ok": true,
    "note": "Map playlist rows to confirm 2 songs in order"
   },
   {
    "step": 24,
    "tool": "done",
    "start_s": 88.97,
    "end_s": 88.98,
    "ok": true,
    "note": "Task complete"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/RetroCreatePlaylist/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/RetroCreatePlaylist/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/RetroCreatePlaylist/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/RetroCreatePlaylist/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/RetroCreatePlaylist/task.json"
  }
 }
}