{
 "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": "VlcCreatePlaylist",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 75.2,
  "mobilerun_published_time_s": 331.1,
  "speed_ratio": 0.227,
  "lusor_cost_usd": 0.0351,
  "mobilerun_published_actions": 16,
  "mobilerun_est_cost_usd": 1.226,
  "lusor_tool_calls": 27,
  "disclosure": null,
  "skills_read": [],
  "skill_assisted": [],
  "goal": "Create a playlist titled \"Comedy Marathon\" with the following files in VLC (located in Internal Memory/VLCVideos), in order: copy_recording_22_export.mp4, recording_44_HD_2023_08_31.mp4, highlight_30__2023_10_02.mp4, episode_12_4K_final.mp4, footage_98_export_edited.mp4",
  "final_answer": null,
  "final_summary": "I created the playlist \"Comedy Marathon\" in VLC with the five videos from Internal Memory/VLCVideos, in the order you gave. The Playlists tab shows the playlist with 5 tracks, and opening it lists them exactly as requested: copy_recording_22_export.mp4, recording_44_HD_2023_08_31.mp4, highlight_30__2023_10_02.mp4, episode_12_4K_final.mp4, footage_98_export_edited.mp4.",
  "video_duration_s": 119.1,
  "steps": [
   {
    "step": 1,
    "tool": "get_ui_state",
    "start_s": 30.71,
    "end_s": 30.72,
    "ok": true,
    "note": "Observe current screen and find VLC"
   },
   {
    "step": 2,
    "tool": "launch",
    "start_s": 31.92,
    "end_s": 34.46,
    "ok": true,
    "note": "Launch VLC and observe home screen"
   },
   {
    "step": 3,
    "tool": "tap_element",
    "start_s": 36.54,
    "end_s": 37.17,
    "ok": true,
    "note": "Inspect Playlists tab for existing playlists and create option"
   },
   {
    "step": 4,
    "tool": "tap_element",
    "start_s": 38.09,
    "end_s": 39.06,
    "ok": true,
    "note": "Check overflow menu for create playlist option"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 40.77,
    "end_s": 40.77,
    "ok": true,
    "note": "Open Browse tab to navigate to Internal Memory/VLCVideos"
   },
   {
    "step": 6,
    "tool": "get_ui_state",
    "start_s": 42.19,
    "end_s": 42.19,
    "ok": true,
    "note": "Dismiss menu and open Browse tab"
   },
   {
    "step": 7,
    "tool": "tap",
    "start_s": 43.21,
    "end_s": 43.67,
    "ok": true,
    "note": "Dismiss overflow menu, then open Browse tab"
   },
   {
    "step": 8,
    "tool": "tap_element",
    "start_s": 44.62,
    "end_s": 45.87,
    "ok": true,
    "note": "Open Browse tab and navigate to Internal Memory"
   },
   {
    "step": 9,
    "tool": "tap_element",
    "start_s": 46.79,
    "end_s": 47.64,
    "ok": true,
    "note": "Open Internal memory and then VLCVideos folder"
   },
   {
    "step": 10,
    "tool": "get_ui_state",
    "start_s": 48.73,
    "end_s": 48.79,
    "ok": true,
    "note": "Read folder list of internal memory and find VLCVideos"
   },
   {
    "step": 11,
    "tool": "tap",
    "start_s": 51.16,
    "end_s": 51.77,
    "ok": true,
    "note": "Open VLCVideos folder and list the files"
   },
   {
    "step": 12,
    "tool": "tap_element",
    "start_s": 53.3,
    "end_s": 54.57,
    "ok": true,
    "note": "Long press first file to open context menu and inspect options"
   },
   {
    "step": 13,
    "tool": "tap_element",
    "start_s": 56.47,
    "end_s": 57.44,
    "ok": true,
    "note": "Tap Add to playlist for copy_recording_22_export.mp4 and inspect dialog"
   },
   {
    "step": 14,
    "tool": "type",
    "start_s": 58.91,
    "end_s": 63.35,
    "ok": true,
    "note": "Type playlist name Comedy Marathon and tap SAVE"
   },
   {
    "step": 15,
    "tool": "tap_element",
    "start_s": 64.65,
    "end_s": 65.4,
    "ok": true,
    "note": "Save new playlist, then add recording_44_HD_2023_08_31.mp4 as second item"
   },
   {
    "step": 16,
    "tool": "tap_element",
    "start_s": 67.08,
    "end_s": 68.16,
    "ok": true,
    "note": "Long press recording_44_HD_2023_08_31.mp4 and add to existing playlist Comedy Marathon"
   },
   {
    "step": 17,
    "tool": "tap_element",
    "start_s": 69.2,
    "end_s": 70.25,
    "ok": true,
    "note": "Choose existing playlist Comedy Marathon for recording_44_HD_2023_08_31.mp4"
   },
   {
    "step": 18,
    "tool": "tap_element",
    "start_s": 71.49,
    "end_s": 71.97,
    "ok": true,
    "note": "Tap Comedy Marathon playlist to add the file, confirm result"
   },
   {
    "step": 19,
    "tool": "chain",
    "start_s": 75.73,
    "end_s": 77.15,
    "ok": true,
    "note": "Add remaining three files to Comedy Marathon in order via long press > Add to playlist > Comedy Marathon"
   },
   {
    "step": 20,
    "tool": "chain",
    "start_s": 79.63,
    "end_s": 87.77,
    "ok": true,
    "note": "Add highlight_30, episode_12_4K_final, footage_98_export_edited to Comedy Marathon in order"
   },
   {
    "step": 21,
    "tool": "tap",
    "start_s": 89.51,
    "end_s": 89.81,
    "ok": true,
    "note": "Open Playlists tab and open Comedy Marathon to verify order"
   },
   {
    "step": 22,
    "tool": "key",
    "start_s": 91.53,
    "end_s": 92.07,
    "ok": true,
    "note": "Back out of folder to root then open Playlists tab"
   },
   {
    "step": 23,
    "tool": "key",
    "start_s": 93.55,
    "end_s": 94.36,
    "ok": true,
    "note": "Back to browser root, then open Playlists tab"
   },
   {
    "step": 24,
    "tool": "tap_element",
    "start_s": 96.1,
    "end_s": 96.98,
    "ok": true,
    "note": "Open Playlists tab and check Comedy Marathon entry and media count"
   },
   {
    "step": 25,
    "tool": "tap_element",
    "start_s": 98.37,
    "end_s": 98.89,
    "ok": true,
    "note": "Open Comedy Marathon playlist to verify track order"
   },
   {
    "step": 26,
    "tool": "tap",
    "start_s": 100.46,
    "end_s": 100.87,
    "ok": true,
    "note": "Tap playlist title to open its track list"
   },
   {
    "step": 27,
    "tool": "done",
    "start_s": 104.38,
    "end_s": 104.38,
    "ok": true,
    "note": "Report completion"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/VlcCreatePlaylist/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/VlcCreatePlaylist/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/VlcCreatePlaylist/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/VlcCreatePlaylist/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/VlcCreatePlaylist/task.json"
  }
 }
}