{
 "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": "OsmAndFavorite",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 117.2,
  "mobilerun_published_time_s": 166.8,
  "speed_ratio": 0.703,
  "lusor_cost_usd": 0.0482,
  "mobilerun_published_actions": 6,
  "mobilerun_est_cost_usd": 0.46,
  "lusor_tool_calls": 40,
  "disclosure": null,
  "skills_read": [
   "osmand"
  ],
  "skill_assisted": [],
  "goal": "Add a favorite location marker for 47.0688832, 9.5061564 in the OsmAnd maps app.",
  "final_answer": null,
  "final_summary": "I added the favorite location in OsmAnd at 47.0688832, 9.5061564. It was created from the exact coordinate search point and is listed in My Places under Favorites as \"Winkel, Balzers\"; opening it shows the location 47.06888° N, 9.50616° E.",
  "video_duration_s": 157.6,
  "steps": [
   {
    "step": 1,
    "tool": "read",
    "start_s": 29.34,
    "end_s": 29.34,
    "ok": true,
    "note": "Read OsmAnd skill, then observe screen"
   },
   {
    "step": 2,
    "tool": "get_ui_state",
    "start_s": 30.55,
    "end_s": 30.57,
    "ok": true,
    "note": "Observe current screen in OsmAnd"
   },
   {
    "step": 3,
    "tool": "launch",
    "start_s": 31.42,
    "end_s": 35.72,
    "ok": true,
    "note": "Launch OsmAnd and observe map screen"
   },
   {
    "step": 4,
    "tool": "get_ui_state",
    "start_s": 36.39,
    "end_s": 36.91,
    "ok": true,
    "note": "Observe OsmAnd screen"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 39.7,
    "end_s": 40.62,
    "ok": true,
    "note": "Tap Search in OsmAnd to search coordinates"
   },
   {
    "step": 6,
    "tool": "type",
    "start_s": 41.47,
    "end_s": 43.93,
    "ok": true,
    "note": "Type coordinates into OsmAnd search"
   },
   {
    "step": 7,
    "tool": "get_ui_state",
    "start_s": 44.88,
    "end_s": 45.01,
    "ok": true,
    "note": "Read coordinate search results"
   },
   {
    "step": 8,
    "tool": "tap_element",
    "start_s": 45.84,
    "end_s": 46.17,
    "ok": true,
    "note": "Tap the coordinate search result"
   },
   {
    "step": 9,
    "tool": "tap",
    "start_s": 47.41,
    "end_s": 49.43,
    "ok": true,
    "note": "Tap coordinate result row title"
   },
   {
    "step": 10,
    "tool": "tap_element",
    "start_s": 53.04,
    "end_s": 53.61,
    "ok": true,
    "note": "Open Actions menu to find Add favorite"
   },
   {
    "step": 11,
    "tool": "tap_element",
    "start_s": 56.49,
    "end_s": 56.93,
    "ok": true,
    "note": "Close Actions sheet and use context menu star/favorite icon"
   },
   {
    "step": 12,
    "tool": "tap",
    "start_s": 58.32,
    "end_s": 59.32,
    "ok": true,
    "note": "Tap context menu icon to add favorite"
   },
   {
    "step": 13,
    "tool": "tap",
    "start_s": 64.32,
    "end_s": 65.38,
    "ok": true,
    "note": "Tap star/favorite icon in expanded context menu"
   },
   {
    "step": 14,
    "tool": "key",
    "start_s": 66.61,
    "end_s": 67.41,
    "ok": true,
    "note": "Close context menu and open main menu"
   },
   {
    "step": 15,
    "tool": "key",
    "start_s": 68.52,
    "end_s": 68.87,
    "ok": true,
    "note": "Return to map screen and open menu"
   },
   {
    "step": 16,
    "tool": "key",
    "start_s": 69.62,
    "end_s": 69.97,
    "ok": true,
    "note": "Return to map screen"
   },
   {
    "step": 17,
    "tool": "tap_element",
    "start_s": 71.39,
    "end_s": 72.14,
    "ok": true,
    "note": "Open OsmAnd main menu"
   },
   {
    "step": 18,
    "tool": "tap_element",
    "start_s": 72.92,
    "end_s": 73.64,
    "ok": true,
    "note": "Tap My Places"
   },
   {
    "step": 19,
    "tool": "get_ui_state",
    "start_s": 74.43,
    "end_s": 74.51,
    "ok": true,
    "note": "Read My Places screen"
   },
   {
    "step": 20,
    "tool": "tap_element",
    "start_s": 75.67,
    "end_s": 76.73,
    "ok": true,
    "note": "Tap Add to Favorites to open new favorite dialog"
   },
   {
    "step": 21,
    "tool": "key",
    "start_s": 88.12,
    "end_s": 88.53,
    "ok": true,
    "note": "Return to map to add favorite from map selection"
   },
   {
    "step": 22,
    "tool": "tap_element",
    "start_s": 89.55,
    "end_s": 91.15,
    "ok": true,
    "note": "Navigate up from My Places to menu"
   },
   {
    "step": 23,
    "tool": "get_ui_state",
    "start_s": 92.96,
    "end_s": 93.02,
    "ok": true,
    "note": "Check map screen state and close drawer if open"
   },
   {
    "step": 24,
    "tool": "tap",
    "start_s": 98.59,
    "end_s": 99.86,
    "ok": true,
    "note": "Long press map center to open context menu on the point"
   },
   {
    "step": 25,
    "tool": "screenshot",
    "start_s": 101.74,
    "end_s": 103.45,
    "ok": true,
    "note": "Inspect context menu header icons visually to identify add-favorite"
   },
   {
    "step": 26,
    "tool": "key",
    "start_s": 106.8,
    "end_s": 107.42,
    "ok": true,
    "note": "Close context menu and re-search exact coordinates"
   },
   {
    "step": 27,
    "tool": "tap_element",
    "start_s": 108.67,
    "end_s": 109.45,
    "ok": true,
    "note": "Open search and enter coordinates"
   },
   {
    "step": 28,
    "tool": "tap",
    "start_s": 110.87,
    "end_s": 112.42,
    "ok": true,
    "note": "Open coordinate point to show on map"
   },
   {
    "step": 29,
    "tool": "tap_element",
    "start_s": 114.34,
    "end_s": 115.55,
    "ok": true,
    "note": "Tap Add (star) to create favorite for this point"
   },
   {
    "step": 30,
    "tool": "tap_element",
    "start_s": 117.94,
    "end_s": 119.12,
    "ok": true,
    "note": "Save the new favorite"
   },
   {
    "step": 31,
    "tool": "chain",
    "start_s": 121.04,
    "end_s": 122.33,
    "ok": true,
    "note": "Open My Places Favorites to verify saved favorite"
   },
   {
    "step": 32,
    "tool": "key",
    "start_s": 123.93,
    "end_s": 124.63,
    "ok": true,
    "note": "Close context menu then open menu > My Places"
   },
   {
    "step": 33,
    "tool": "tap_element",
    "start_s": 125.86,
    "end_s": 126.38,
    "ok": true,
    "note": "Navigate up to map screen"
   },
   {
    "step": 34,
    "tool": "chain",
    "start_s": 127.72,
    "end_s": 129.43,
    "ok": true,
    "note": "Open My Places > Favorites to verify the favorite row"
   },
   {
    "step": 35,
    "tool": "get_ui_state",
    "start_s": 130.77,
    "end_s": 130.9,
    "ok": true,
    "note": "Check screen after My Places tap"
   },
   {
    "step": 36,
    "tool": "tap_element",
    "start_s": 132.45,
    "end_s": 132.86,
    "ok": true,
    "note": "Expand Favorites group to see the saved favorite"
   },
   {
    "step": 37,
    "tool": "tap_element",
    "start_s": 136.03,
    "end_s": 137.21,
    "ok": true,
    "note": "Open the saved favorite and verify its coordinates"
   },
   {
    "step": 38,
    "tool": "get_ui_state",
    "start_s": 138.54,
    "end_s": 138.75,
    "ok": true,
    "note": "Read the opened favorite screen"
   },
   {
    "step": 39,
    "tool": "tap",
    "start_s": 140.6,
    "end_s": 141.42,
    "ok": true,
    "note": "Expand context menu to read the point's coordinates"
   },
   {
    "step": 40,
    "tool": "done",
    "start_s": 144.24,
    "end_s": 144.24,
    "ok": true,
    "note": "Done"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/OsmAndFavorite/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/OsmAndFavorite/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/OsmAndFavorite/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/OsmAndFavorite/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/OsmAndFavorite/task.json"
  }
 }
}