{
 "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": "RecipeAddMultipleRecipesFromMarkor",
  "mobilerun_grader_pass": true,
  "google_grader_pass": true,
  "lusor_time_s": 198.4,
  "mobilerun_published_time_s": 482.7,
  "speed_ratio": 0.411,
  "lusor_cost_usd": 0.049,
  "mobilerun_published_actions": 50,
  "mobilerun_est_cost_usd": 3.83,
  "lusor_tool_calls": 45,
  "disclosure": null,
  "skills_read": [
   "broccoli",
   "markor"
  ],
  "skill_assisted": [
   "broccoli"
  ],
  "goal": "Add the recipes from recipes.txt in Markor to the Broccoli recipe app.",
  "final_answer": null,
  "final_summary": "I added all three recipes from recipes.txt in Markor to the Broccoli app: Shrimp Avocado Salad, Eggplant Parmesan, and Grilled Cheese with Tomato and Basil, each with its description, servings, preparation time, ingredients and directions as written in the file, and I confirmed each one on its own recipe page. The recipe list now shows 13 recipes, including the three new ones.",
  "video_duration_s": 242.6,
  "steps": [
   {
    "step": 1,
    "tool": "read",
    "start_s": 31.09,
    "end_s": 31.09,
    "ok": true,
    "note": "Read broccoli skill"
   },
   {
    "step": 2,
    "tool": "read",
    "start_s": 31.09,
    "end_s": 31.09,
    "ok": true,
    "note": "Read markor skill"
   },
   {
    "step": 3,
    "tool": "get_ui_state",
    "start_s": 31.71,
    "end_s": 31.73,
    "ok": true,
    "note": "Observe screen"
   },
   {
    "step": 4,
    "tool": "tap_element",
    "start_s": 32.64,
    "end_s": 33.4,
    "ok": true,
    "note": "Open Markor and find recipes.txt"
   },
   {
    "step": 5,
    "tool": "get_ui_state",
    "start_s": 34.16,
    "end_s": 35.26,
    "ok": true,
    "note": "Read Markor file list"
   },
   {
    "step": 6,
    "tool": "tap_element",
    "start_s": 36.08,
    "end_s": 36.94,
    "ok": true,
    "note": "Open recipes.txt and read content"
   },
   {
    "step": 7,
    "tool": "swipe",
    "start_s": 39.27,
    "end_s": 41.58,
    "ok": true,
    "note": "Scroll editor to bottom to check for more recipes"
   },
   {
    "step": 8,
    "tool": "launch",
    "start_s": 42.84,
    "end_s": 46.16,
    "ok": true,
    "note": "Launch Broccoli and open add recipe form"
   },
   {
    "step": 9,
    "tool": "tap_element",
    "start_s": 46.9,
    "end_s": 48.28,
    "ok": true,
    "note": "Fill new recipe form for Shrimp Avocado Salad"
   },
   {
    "step": 10,
    "tool": "type",
    "start_s": 50.14,
    "end_s": 53.41,
    "ok": true,
    "note": "Type title Shrimp Avocado Salad"
   },
   {
    "step": 11,
    "tool": "type",
    "start_s": 54.45,
    "end_s": 60.29,
    "ok": true,
    "note": "Type description"
   },
   {
    "step": 12,
    "tool": "swipe",
    "start_s": 61.84,
    "end_s": 63.48,
    "ok": true,
    "note": "Scroll form to servings/time/ingredients/directions"
   },
   {
    "step": 13,
    "tool": "type",
    "start_s": 64.48,
    "end_s": 66.23,
    "ok": true,
    "note": "Type servings 6 servings"
   },
   {
    "step": 14,
    "tool": "type",
    "start_s": 67.25,
    "end_s": 68.64,
    "ok": true,
    "note": "Type prep time 45 mins"
   },
   {
    "step": 15,
    "tool": "type",
    "start_s": 69.74,
    "end_s": 71.85,
    "ok": true,
    "note": "Type ingredients"
   },
   {
    "step": 16,
    "tool": "swipe",
    "start_s": 73.06,
    "end_s": 75.09,
    "ok": true,
    "note": "Scroll to directions field"
   },
   {
    "step": 17,
    "tool": "type",
    "start_s": 76.0,
    "end_s": 92.46,
    "ok": true,
    "note": "Type directions for recipe 1, then Save"
   },
   {
    "step": 18,
    "tool": "tap_element",
    "start_s": 93.55,
    "end_s": 95.95,
    "ok": true,
    "note": "Save recipe 1 and verify"
   },
   {
    "step": 19,
    "tool": "key",
    "start_s": 97.02,
    "end_s": 97.55,
    "ok": true,
    "note": "Back to list, tap New Recipe for recipe 2"
   },
   {
    "step": 20,
    "tool": "tap_element",
    "start_s": 99.07,
    "end_s": 100.16,
    "ok": true,
    "note": "Open New Recipe form for recipe 2"
   },
   {
    "step": 21,
    "tool": "key",
    "start_s": 101.64,
    "end_s": 102.06,
    "ok": true,
    "note": "Back to list and tap New Recipe FAB"
   },
   {
    "step": 22,
    "tool": "tap",
    "start_s": 103.51,
    "end_s": 104.85,
    "ok": true,
    "note": "Tap New Recipe FAB"
   },
   {
    "step": 23,
    "tool": "type",
    "start_s": 107.75,
    "end_s": 110.04,
    "ok": true,
    "note": "Type recipe 2 title"
   },
   {
    "step": 24,
    "tool": "type",
    "start_s": 110.96,
    "end_s": 114.82,
    "ok": true,
    "note": "Type recipe 2 description"
   },
   {
    "step": 25,
    "tool": "swipe",
    "start_s": 116.05,
    "end_s": 117.65,
    "ok": true,
    "note": "Scroll to lower fields for recipe 2"
   },
   {
    "step": 26,
    "tool": "type",
    "start_s": 118.83,
    "end_s": 120.24,
    "ok": true,
    "note": "Type recipe 2 servings"
   },
   {
    "step": 27,
    "tool": "type",
    "start_s": 121.12,
    "end_s": 122.44,
    "ok": true,
    "note": "Type recipe 2 prep time"
   },
   {
    "step": 28,
    "tool": "type",
    "start_s": 123.37,
    "end_s": 124.51,
    "ok": true,
    "note": "Type recipe 2 ingredients"
   },
   {
    "step": 29,
    "tool": "swipe",
    "start_s": 125.79,
    "end_s": 127.77,
    "ok": true,
    "note": "Scroll to directions for recipe 2"
   },
   {
    "step": 30,
    "tool": "type",
    "start_s": 128.76,
    "end_s": 145.8,
    "ok": true,
    "note": "Type recipe 2 directions"
   },
   {
    "step": 31,
    "tool": "tap_element",
    "start_s": 146.79,
    "end_s": 148.75,
    "ok": true,
    "note": "Save recipe 2 and verify detail page"
   },
   {
    "step": 32,
    "tool": "key",
    "start_s": 150.22,
    "end_s": 150.85,
    "ok": true,
    "note": "Back to list, open New Recipe for recipe 3"
   },
   {
    "step": 33,
    "tool": "tap",
    "start_s": 151.88,
    "end_s": 153.05,
    "ok": true,
    "note": "Tap New Recipe FAB for recipe 3"
   },
   {
    "step": 34,
    "tool": "type",
    "start_s": 154.17,
    "end_s": 158.35,
    "ok": true,
    "note": "Type recipe 3 title"
   },
   {
    "step": 35,
    "tool": "type",
    "start_s": 159.32,
    "end_s": 166.57,
    "ok": true,
    "note": "Type recipe 3 description"
   },
   {
    "step": 36,
    "tool": "swipe",
    "start_s": 167.77,
    "end_s": 169.92,
    "ok": true,
    "note": "Scroll to lower fields for recipe 3"
   },
   {
    "step": 37,
    "tool": "type",
    "start_s": 171.07,
    "end_s": 174.22,
    "ok": true,
    "note": "Type recipe 3 servings"
   },
   {
    "step": 38,
    "tool": "type",
    "start_s": 175.33,
    "end_s": 177.22,
    "ok": true,
    "note": "Type recipe 3 prep time"
   },
   {
    "step": 39,
    "tool": "type",
    "start_s": 178.78,
    "end_s": 182.3,
    "ok": true,
    "note": "Type recipe 3 ingredients"
   },
   {
    "step": 40,
    "tool": "swipe",
    "start_s": 183.25,
    "end_s": 185.23,
    "ok": true,
    "note": "Scroll to directions for recipe 3"
   },
   {
    "step": 41,
    "tool": "type",
    "start_s": 186.27,
    "end_s": 204.4,
    "ok": true,
    "note": "Type recipe 3 directions"
   },
   {
    "step": 42,
    "tool": "tap_element",
    "start_s": 205.56,
    "end_s": 207.55,
    "ok": true,
    "note": "Save recipe 3 and verify"
   },
   {
    "step": 43,
    "tool": "key",
    "start_s": 208.82,
    "end_s": 209.45,
    "ok": true,
    "note": "Back to recipe list and map titles"
   },
   {
    "step": 44,
    "tool": "map_app",
    "start_s": 210.44,
    "end_s": 223.63,
    "ok": true,
    "note": "Map recipe list titles to end"
   },
   {
    "step": 45,
    "tool": "done",
    "start_s": 226.59,
    "end_s": 226.59,
    "ok": true,
    "note": "Task complete"
   }
  ],
  "files": {
   "video_mp4": "benchmarks/androidworld/2026-11-09/RecipeAddMultipleRecipesFromMarkor/video.mp4",
   "video_webm": "benchmarks/androidworld/2026-11-09/RecipeAddMultipleRecipesFromMarkor/video.webm",
   "poster": "benchmarks/androidworld/2026-11-09/RecipeAddMultipleRecipesFromMarkor/poster.webp",
   "steps": "benchmarks/androidworld/2026-11-09/RecipeAddMultipleRecipesFromMarkor/steps.json",
   "task": "benchmarks/androidworld/2026-11-09/RecipeAddMultipleRecipesFromMarkor/task.json"
  }
 }
}