{
 "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": "ExpenseAddMultipleFromGallery",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 96.2,
  "mobilerun_published_time_s": 636.8,
  "speed_ratio": 0.151,
  "lusor_cost_usd": 0.0394,
  "mobilerun_published_actions": 31,
  "mobilerun_est_cost_usd": 2.375,
  "lusor_tool_calls": 36,
  "disclosure": null,
  "skills_read": [],
  "skill_assisted": [],
  "goal": "Add the expenses from expenses.jpg in Simple Gallery Pro to pro expense.",
  "final_answer": null,
  "final_summary": "I added all three expenses from expenses.jpg to Pro Expense. School Supplies for $441.58 under Education with the note \"Paid by card\", Video Games for $196.73 under Entertainment with the note \"Urgent\", and Home Insurance for $304.65 under Housing with the note \"Want to have\". The app's home total now reads 942.96 USD, matching the three amounts.",
  "video_duration_s": 141.3,
  "steps": [
   {
    "step": 1,
    "tool": "get_ui_state",
    "start_s": 33.4,
    "end_s": 33.41,
    "ok": true,
    "note": "Observe current screen to find Simple Gallery Pro and the expenses.jpg image"
   },
   {
    "step": 2,
    "tool": "launch",
    "start_s": 34.88,
    "end_s": 37.56,
    "ok": true,
    "note": "Open Simple Gallery Pro and find expenses.jpg"
   },
   {
    "step": 3,
    "tool": "tap_element",
    "start_s": 38.46,
    "end_s": 39.68,
    "ok": true,
    "note": "Open DCIM folder and locate expenses.jpg"
   },
   {
    "step": 4,
    "tool": "tap_element",
    "start_s": 40.93,
    "end_s": 41.37,
    "ok": true,
    "note": "Toggle filename visibility to find expenses.jpg"
   },
   {
    "step": 5,
    "tool": "tap_element",
    "start_s": 42.39,
    "end_s": 43.56,
    "ok": true,
    "note": "Open expenses.jpg full screen and read its contents"
   },
   {
    "step": 6,
    "tool": "screenshot",
    "start_s": 44.54,
    "end_s": 46.11,
    "ok": true,
    "note": "Read expense entries from the expenses.jpg screenshot"
   },
   {
    "step": 7,
    "tool": "launch",
    "start_s": 47.98,
    "end_s": 49.24,
    "ok": true,
    "note": "Open Pro Expense app and add the three expenses"
   },
   {
    "step": 8,
    "tool": "get_ui_state",
    "start_s": 50.8,
    "end_s": 50.87,
    "ok": true,
    "note": "Wait for Pro Expense home screen and locate add expense button"
   },
   {
    "step": 9,
    "tool": "tap_element",
    "start_s": 52.05,
    "end_s": 53.3,
    "ok": true,
    "note": "Tap add button and inspect the add expense form"
   },
   {
    "step": 10,
    "tool": "type",
    "start_s": 55.3,
    "end_s": 57.74,
    "ok": true,
    "note": "Fill name School Supplies, amount 441.58, category Education, note Paid by card"
   },
   {
    "step": 11,
    "tool": "type",
    "start_s": 59.01,
    "end_s": 59.97,
    "ok": true,
    "note": "Set amount 441.58, then choose Education category"
   },
   {
    "step": 12,
    "tool": "swipe",
    "start_s": 61.49,
    "end_s": 63.19,
    "ok": true,
    "note": "Scroll category chips to find Education"
   },
   {
    "step": 13,
    "tool": "swipe",
    "start_s": 64.55,
    "end_s": 66.39,
    "ok": true,
    "note": "Scroll category chips further to find Education"
   },
   {
    "step": 14,
    "tool": "tap_element",
    "start_s": 67.92,
    "end_s": 68.17,
    "ok": true,
    "note": "Tap Education category"
   },
   {
    "step": 15,
    "tool": "type",
    "start_s": 69.45,
    "end_s": 71.32,
    "ok": true,
    "note": "Type note Paid by card and save"
   },
   {
    "step": 16,
    "tool": "tap_element",
    "start_s": 72.74,
    "end_s": 74.16,
    "ok": true,
    "note": "Save first expense and verify it appears"
   },
   {
    "step": 17,
    "tool": "tap_element",
    "start_s": 75.62,
    "end_s": 76.46,
    "ok": true,
    "note": "Open add form for Video Games 196.73 Entertainment Urgent"
   },
   {
    "step": 18,
    "tool": "type",
    "start_s": 77.98,
    "end_s": 79.96,
    "ok": true,
    "note": "Fill Video Games name and amount 196.73"
   },
   {
    "step": 19,
    "tool": "type",
    "start_s": 81.61,
    "end_s": 82.52,
    "ok": true,
    "note": "Enter amount 196.73, select Entertainment, note Urgent"
   },
   {
    "step": 20,
    "tool": "tap_element",
    "start_s": 83.68,
    "end_s": 84.2,
    "ok": true,
    "note": "Select Entertainment category"
   },
   {
    "step": 21,
    "tool": "type",
    "start_s": 85.48,
    "end_s": 87.28,
    "ok": true,
    "note": "Type note Urgent and save second expense"
   },
   {
    "step": 22,
    "tool": "tap_element",
    "start_s": 89.0,
    "end_s": 90.64,
    "ok": true,
    "note": "Save second expense and verify"
   },
   {
    "step": 23,
    "tool": "tap_element",
    "start_s": 92.01,
    "end_s": 92.45,
    "ok": true,
    "note": "Open add form for Home Insurance 304.65 Housing Want to have"
   },
   {
    "step": 24,
    "tool": "type",
    "start_s": 93.85,
    "end_s": 96.33,
    "ok": true,
    "note": "Fill Home Insurance name and amount 304.65"
   },
   {
    "step": 25,
    "tool": "type",
    "start_s": 98.75,
    "end_s": 99.72,
    "ok": true,
    "note": "Enter amount 304.65, select Housing, note Want to have"
   },
   {
    "step": 26,
    "tool": "tap_element",
    "start_s": 100.71,
    "end_s": 100.97,
    "ok": true,
    "note": "Select Housing category"
   },
   {
    "step": 27,
    "tool": "type",
    "start_s": 102.16,
    "end_s": 103.82,
    "ok": true,
    "note": "Type note Want to have and save third expense"
   },
   {
    "step": 28,
    "tool": "tap_element",
    "start_s": 105.02,
    "end_s": 106.19,
    "ok": true,
    "note": "Save third expense and verify total on home"
   },
   {
    "step": 29,
    "tool": "tap_element",
    "start_s": 107.84,
    "end_s": 108.56,
    "ok": true,
    "note": "Open School Supplies entry to verify category and note"
   },
   {
    "step": 30,
    "tool": "get_ui_state",
    "start_s": 109.8,
    "end_s": 109.81,
    "ok": true,
    "note": "Read School Supplies detail page"
   },
   {
    "step": 31,
    "tool": "tap_element",
    "start_s": 111.7,
    "end_s": 112.32,
    "ok": true,
    "note": "Close detail, open Video Games entry to verify"
   },
   {
    "step": 32,
    "tool": "tap_element",
    "start_s": 113.45,
    "end_s": 114.36,
    "ok": true,
    "note": "Open Video Games detail to verify note and amount"
   },
   {
    "step": 33,
    "tool": "tap_element",
    "start_s": 115.7,
    "end_s": 116.4,
    "ok": true,
    "note": "Close detail, open Home Insurance to verify"
   },
   {
    "step": 34,
    "tool": "tap_element",
    "start_s": 117.98,
    "end_s": 118.84,
    "ok": true,
    "note": "Open Home Insurance detail to verify"
   },
   {
    "step": 35,
    "tool": "tap_element",
    "start_s": 121.09,
    "end_s": 121.76,
    "ok": true,
    "note": "Close detail sheet and confirm home screen totals"
   },
   {
    "step": 36,
    "tool": "done",
    "start_s": 124.16,
    "end_s": 124.16,
    "ok": true,
    "note": "Task complete; all three expenses added and verified"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/ExpenseAddMultipleFromGallery/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/ExpenseAddMultipleFromGallery/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/ExpenseAddMultipleFromGallery/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/ExpenseAddMultipleFromGallery/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/ExpenseAddMultipleFromGallery/task.json"
  }
 }
}