{ "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": "SaveCopyOfReceiptTaskEval", "mobilerun_grader_pass": true, "google_grader_pass": true, "lusor_time_s": 51.2, "mobilerun_published_time_s": 266.3, "speed_ratio": 0.192, "lusor_cost_usd": 0.0216, "mobilerun_published_actions": 13, "mobilerun_est_cost_usd": 0.996, "lusor_tool_calls": 24, "disclosure": null, "skills_read": [], "skill_assisted": [], "goal": "In Simple Gallery Pro, copy receipt_copy_proud_monkey.jpg in DCIM and save a copy with the same name in Download", "final_answer": null, "final_summary": "I copied receipt_copy_proud_monkey.jpg from DCIM into Download in Simple Gallery Pro. The copy kept the same name: its Properties show Name \"receipt_copy_proud_monkey.jpg\", Path /storage/emulated/0/Download, size 14.6 kB, matching the original in DCIM. The folder list now shows 1 item in DCIM and 1 in Download.", "video_duration_s": 94.8, "steps": [ { "step": 1, "tool": "get_ui_state", "start_s": 31.59, "end_s": 31.6, "ok": true, "note": "Observe current screen; find Simple Gallery Pro skill or launch app" }, { "step": 2, "tool": "launch", "start_s": 33.19, "end_s": 35.91, "ok": true, "note": "Launch Simple Gallery Pro and observe its screen" }, { "step": 3, "tool": "tap_element", "start_s": 37.17, "end_s": 38.01, "ok": true, "note": "Open DCIM folder and view its contents" }, { "step": 4, "tool": "tap_element", "start_s": 39.28, "end_s": 40.22, "ok": true, "note": "Long press the DCIM image to select it, then choose Copy" }, { "step": 5, "tool": "tap_element", "start_s": 41.67, "end_s": 42.71, "ok": true, "note": "Toggle filename visibility to confirm the file name" }, { "step": 6, "tool": "tap_element", "start_s": 43.83, "end_s": 44.94, "ok": true, "note": "Open the selection More options menu to find Copy" }, { "step": 7, "tool": "tap_element", "start_s": 46.24, "end_s": 47.16, "ok": true, "note": "Open Properties to confirm filename is receipt_copy_proud_monkey.jpg" }, { "step": 8, "tool": "tap_element", "start_s": 48.32, "end_s": 48.95, "ok": true, "note": "Tap More options then Copy to and pick Download folder" }, { "step": 9, "tool": "tap_element", "start_s": 49.77, "end_s": 50.83, "ok": true, "note": "Choose 'Copy to' from the selection menu" }, { "step": 10, "tool": "tap_element", "start_s": 51.7, "end_s": 52.85, "ok": true, "note": "In Copy to folder picker, choose Download and confirm" }, { "step": 11, "tool": "tap_element", "start_s": 53.93, "end_s": 55.66, "ok": true, "note": "Use 'Other folder' picker to navigate to Download" }, { "step": 12, "tool": "tap_element", "start_s": 56.75, "end_s": 57.35, "ok": true, "note": "Navigate breadcrumb to Internal root to find Download folder" }, { "step": 13, "tool": "tap_element", "start_s": 58.35, "end_s": 58.94, "ok": true, "note": "Enter Download folder in picker, then confirm OK to copy" }, { "step": 14, "tool": "tap_element", "start_s": 60.0, "end_s": 60.53, "ok": true, "note": "Confirm OK on the folder picker to copy into Download, then check for result toast" }, { "step": 15, "tool": "tap_element", "start_s": 62.05, "end_s": 62.45, "ok": true, "note": "Exit selection mode and go back to folders to open Download and verify the copy" }, { "step": 16, "tool": "key", "start_s": 63.79, "end_s": 64.85, "ok": true, "note": "Back to folder list, open Download, verify the copied file exists" }, { "step": 17, "tool": "tap_element", "start_s": 65.87, "end_s": 66.76, "ok": true, "note": "Open Download folder and verify the file name via Properties" }, { "step": 18, "tool": "tap_element", "start_s": 68.41, "end_s": 69.32, "ok": true, "note": "Long press Download item and open Properties to confirm name and path" }, { "step": 19, "tool": "tap_element", "start_s": 70.25, "end_s": 71.35, "ok": true, "note": "Open More options and choose Properties to confirm the copy's name and path" }, { "step": 20, "tool": "tap_element", "start_s": 72.23, "end_s": 72.91, "ok": true, "note": "Read Properties of the Download item to confirm name and path" }, { "step": 21, "tool": "tap", "start_s": 74.32, "end_s": 74.96, "ok": true, "note": "Tap OK to close Properties, then exit selection mode and confirm final screen" }, { "step": 22, "tool": "tap_element", "start_s": 75.84, "end_s": 76.11, "ok": true, "note": "Exit selection mode with Done and confirm Download shows one item" }, { "step": 23, "tool": "key", "start_s": 77.17, "end_s": 77.64, "ok": true, "note": "Press back to exit selection mode and confirm the Download folder screen" }, { "step": 24, "tool": "done", "start_s": 80.37, "end_s": 80.37, "ok": true, "note": "Task complete; no further steps" } ], "files": { "video_mp4": "benchmarks/androidworld/2026-11-09/SaveCopyOfReceiptTaskEval/video.mp4", "video_webm": "benchmarks/androidworld/2026-11-09/SaveCopyOfReceiptTaskEval/video.webm", "poster": "benchmarks/androidworld/2026-11-09/SaveCopyOfReceiptTaskEval/poster.webp", "steps": "benchmarks/androidworld/2026-11-09/SaveCopyOfReceiptTaskEval/steps.json", "task": "benchmarks/androidworld/2026-11-09/SaveCopyOfReceiptTaskEval/task.json" } } }