{"account": {"accounted_usd_after": 0.0786639, "stop_usd": 1.0}, "baseline": [{"detail": "Answered 200 in 8.8s", "label": "The page loads", "status": "passed"}, {"detail": "56 characters of text. A sign-in wall or an error message would also pass this.", "label": "The page shows words", "status": "failed"}, {"detail": "0 found", "label": "No script errors on load", "status": "passed"}], "browser": "Playwright Chromium", "counts": {"claimed": 3, "confirmed": 0, "gets_stuck": 2, "gets_through": 0, "same_every_try": 3, "screen_confirmed": 0, "sessions": 3, "steps": 16, "unclear": 1, "visitors": 3}, "elapsed_ms": 30294, "findings": [{"count": 2, "evidence": [{"goal": "Read the About page", "name": "First-time visitor", "said": "", "screenshot": "v-newcomer-t1-06.png", "step": 6, "try": 1, "visitor": "newcomer"}, {"goal": "Read the About page", "name": "Careful visitor", "said": "", "screenshot": "v-buyer-t1-06.png", "step": 6, "try": 1, "visitor": "buyer"}], "hits": 1, "kind": "gave_up_here", "page": "http://127.0.0.1:4208/index.html", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "said": "", "title": "add a clear call to action button", "tries": 1, "what_happened": "Stopped on this page without finding a way forward."}], "finished_at": "2026-10-22T07:24:06.940231+00:00", "fixes": [{"count": 2, "evidence": [{"goal": "Read the About page", "name": "First-time visitor", "said": "", "screenshot": "v-newcomer-t1-06.png", "step": 6, "try": 1, "visitor": "newcomer"}, {"goal": "Read the About page", "name": "Careful visitor", "said": "", "screenshot": "v-buyer-t1-06.png", "step": 6, "try": 1, "visitor": "buyer"}], "hits": 1, "kind": "gave_up_here", "page": "http://127.0.0.1:4208/index.html", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "said": "", "title": "add a clear call to action button", "tries": 1, "what_happened": "Stopped on this page without finding a way forward."}], "fixes_note": "", "handed_back_test": true, "headline": "0 of 3 test visitors got the job done in one try. 2 got stuck. 1 had no clear result.", "held_back": 0, "id": "20261022-092336-2e721b", "job": {"label": "Task line set by you", "needs_write": false, "source": "you", "task_contract": {"intent": "read", "required_moves": [], "task": "Read the About page"}, "text": "Read the About page"}, "judge_model": "nvidia/Nemotron-3.5-Super-VL", "limitations": ["Test visitors are an NVIDIA model reading and clicking your pages. They are not people, and nothing here is a quote from a real user.", "They only read. Nothing was typed, no account was used, and anything behind sign-in was left untested.", "Three states are kept apart. Claimed: the visitor said the job was done. Screen confirmed: a second call, given the steps and the text of that screen, agreed and pointed at words on it. Job completed: the steps also show every part the task names. A task that needs sign-in or a save is never counted as completed. The model calls can be wrong."], "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "model_calls": 35, "model_cost_usd": 0.00251724, "provider": "Nebius Token Factory", "rounds": [{"elapsed_ms": 20949, "try": 1}], "sceptic": null, "seen_once": 0, "set_aside": [], "spend": {"calls": [{"accounted_usd": 1.578e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-01-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 426, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, {"accounted_usd": 1.59e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-01-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 425, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, {"accounted_usd": 1.638e-05, "call": "studio-20261022-092336-2e721b-t1-phone-01-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 441, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 217}}, {"accounted_usd": 3.306e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-01", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 598, "status": "usage_accounted", "usage": {"completion_tokens": 39, "prompt_tokens": 395}}, {"accounted_usd": 3.414e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-01", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 633, "status": "usage_accounted", "usage": {"completion_tokens": 43, "prompt_tokens": 397}}, {"accounted_usd": 3.462e-05, "call": "studio-20261022-092336-2e721b-t1-phone-01", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 633, "status": "usage_accounted", "usage": {"completion_tokens": 43, "prompt_tokens": 405}}, {"accounted_usd": 1.8e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-02-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 564, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 244}}, {"accounted_usd": 1.812e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-02-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 525, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 246}}, {"accounted_usd": 1.86e-05, "call": "studio-20261022-092336-2e721b-t1-phone-02-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 542, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 254}}, {"accounted_usd": 3.402e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-02", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 688, "status": "usage_accounted", "usage": {"completion_tokens": 32, "prompt_tokens": 439}}, {"accounted_usd": 3.51e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-02", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 723, "status": "usage_accounted", "usage": {"completion_tokens": 36, "prompt_tokens": 441}}, {"accounted_usd": 3.654e-05, "call": "studio-20261022-092336-2e721b-t1-phone-02", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 759, "status": "usage_accounted", "usage": {"completion_tokens": 40, "prompt_tokens": 449}}, {"accounted_usd": 1.578e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-03-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 491, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, {"accounted_usd": 1.638e-05, "call": "studio-20261022-092336-2e721b-t1-phone-03-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 449, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 217}}, {"accounted_usd": 1.59e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-03-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 485, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, {"accounted_usd": 3.456e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-03", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 698, "status": "usage_accounted", "usage": {"completion_tokens": 43, "prompt_tokens": 404}}, {"accounted_usd": 3.468e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-03", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 685, "status": "usage_accounted", "usage": {"completion_tokens": 43, "prompt_tokens": 406}}, {"accounted_usd": 3.684e-05, "call": "studio-20261022-092336-2e721b-t1-phone-03", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 758, "status": "usage_accounted", "usage": {"completion_tokens": 50, "prompt_tokens": 414}}, {"accounted_usd": 4.782e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-04-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 776, "status": "usage_accounted", "usage": {"completion_tokens": 43, "prompt_tokens": 625}}, {"accounted_usd": 4.962e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-04-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 863, "status": "usage_accounted", "usage": {"completion_tokens": 51, "prompt_tokens": 623}}, {"accounted_usd": 4.998e-05, "call": "studio-20261022-092336-2e721b-t1-phone-04-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 815, "status": "usage_accounted", "usage": {"completion_tokens": 50, "prompt_tokens": 633}}, {"accounted_usd": 0.000327, "call": "studio-20261022-092336-2e721b-t1-phone-04-judge", "model": "nvidia/Nemotron-3.5-Super-VL", "ms": 716, "status": "usage_accounted", "usage": {"completion_tokens": 30, "prompt_tokens": 1000}}, {"accounted_usd": 0.0006132, "call": "studio-20261022-092336-2e721b-t1-newcomer-04-judge", "model": "nvidia/Nemotron-3.5-Super-VL", "ms": 1050, "status": "usage_accounted", "usage": {"completion_tokens": 30, "prompt_tokens": 1954}}, {"accounted_usd": 0.0006132, "call": "studio-20261022-092336-2e721b-t1-buyer-04-judge", "model": "nvidia/Nemotron-3.5-Super-VL", "ms": 1008, "status": "usage_accounted", "usage": {"completion_tokens": 30, "prompt_tokens": 1954}}, {"accounted_usd": 5.19e-05, "call": "studio-20261022-092336-2e721b-t1-phone-04", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 806, "status": "usage_accounted", "usage": {"completion_tokens": 45, "prompt_tokens": 685}}, {"accounted_usd": 4.8e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-04", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 622, "status": "usage_accounted", "usage": {"completion_tokens": 33, "prompt_tokens": 668}}, {"accounted_usd": 4.86e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-04", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 643, "status": "usage_accounted", "usage": {"completion_tokens": 36, "prompt_tokens": 666}}, {"accounted_usd": 1.578e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-05-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 400, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, {"accounted_usd": 1.59e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-05-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 435, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, {"accounted_usd": 3.408e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-05", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 590, "status": "usage_accounted", "usage": {"completion_tokens": 37, "prompt_tokens": 420}}, {"accounted_usd": 3.444e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-05", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 594, "status": "usage_accounted", "usage": {"completion_tokens": 38, "prompt_tokens": 422}}, {"accounted_usd": 1.59e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-06-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 368, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, {"accounted_usd": 1.578e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-06-look", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 380, "status": "usage_accounted", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, {"accounted_usd": 3.564e-05, "call": "studio-20261022-092336-2e721b-t1-newcomer-06", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 685, "status": "usage_accounted", "usage": {"completion_tokens": 34, "prompt_tokens": 458}}, {"accounted_usd": 3.6e-05, "call": "studio-20261022-092336-2e721b-t1-buyer-06", "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "ms": 707, "status": "usage_accounted", "usage": {"completion_tokens": 36, "prompt_tokens": 456}}], "calls_without_usage": 0, "completion_tokens": 1044, "held_reservation_usd": 0.0, "listed_rate_estimate_usd": 0.00251724, "max_calls": 48, "model": "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "model_calls": 35, "models": ["nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B", "nvidia/Nemotron-3.5-Super-VL"], "price_source": "https://nebius.com/services/token-factory/models/nvidia-nemotron-models-inference", "prompt_tokens": 17156, "provider": "Nebius Token Factory", "provider_invoice_usd": null, "run_cap_usd": 1.0}, "status": "complete", "tries": [[{"blocked": [], "claimed": true, "colour": "#1f6f5c", "confirmed": false, "end_ms": 20921, "goal": "Read the About page", "id": "newcomer", "max_steps": 6, "name": "First-time visitor", "outcome": "stuck", "phone": false, "sceptic": false, "screen_confirmed": false, "start_ms": 1, "status": "complete", "steps": [{"action": "click", "choices_seen": 2, "elapsed_ms": 2115, "hit": {"kind": "error_page", "label": "About Us", "page_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "screenshot": "v-newcomer-t1-51.png", "url": "http://127.0.0.1:4208/about.html", "what_happened": "Clicked 'About Us' and the page answered with error 404."}, "http_status": 404, "look": {"found": false, "model_ms": 425, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, "model_ms": 633, "model_reply": "{\"say\": \"I need to learn what AirIQ does\", \"action\": \"click\", \"target\": 1, \"wish\": \"add a clear summary of the service on the homepage\"}", "needs_account": [], "offsite_hidden": 0, "order": 1, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to learn what AirIQ does", "screenshot": "v-newcomer-t1-01.png", "start_ms": 9365, "status": "error_page", "target_text": "About Us", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 43, "prompt_tokens": 397}}, {"action": "back", "choices_seen": 0, "elapsed_ms": 1895, "http_status": 404, "look": {"found": false, "model_ms": 525, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 246}}, "model_ms": 723, "model_reply": "{\"say\": \"I need to go back to try again\", \"action\": \"back\", \"target\": 0, \"wish\": \"fix the broken link\"}", "needs_account": [], "offsite_hidden": 0, "order": 2, "page_evidence_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "page_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "say": "I need to go back to try again", "screenshot": "v-newcomer-t1-02.png", "start_ms": 11482, "status": "ok", "title": "Error response", "url": "http://127.0.0.1:4208/about.html", "usage": {"completion_tokens": 36, "prompt_tokens": 441}}, {"action": "click", "choices_seen": 1, "elapsed_ms": 2154, "http_status": 200, "look": {"found": false, "model_ms": 485, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, "model_ms": 685, "model_reply": "{\"say\": \"I need to see how it works to understand the app\", \"action\": \"click\", \"target\": 1, \"wish\": \"show how it works on the about page\"}", "needs_account": [], "offsite_hidden": 0, "order": 3, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to see how it works to understand the app", "screenshot": "v-newcomer-t1-03.png", "start_ms": 13377, "status": "ok", "target_text": "How it works", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 43, "prompt_tokens": 406}}, {"action": "back", "choices_seen": 0, "claim": {"confirmed": false, "quote": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases", "why": "The final screen is howitworks.html, not the About page."}, "claim_evidence": "", "claim_state": {"missing": [], "state": "claimed"}, "confirm_call": {"model": "nvidia/Nemotron-3.5-Super-VL", "model_ms": 1050, "usage": {"completion_tokens": 30, "prompt_tokens": 1954}}, "elapsed_ms": 3158, "http_status": 200, "look": {"found": true, "model_ms": 776, "on_page": true, "quote": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases", "usage": {"completion_tokens": 43, "prompt_tokens": 625}}, "model_ms": 622, "model_reply": "{\"say\":\"I need the About page but got How it works page\",\"action\":\"back\",\"target\":1,\"wish\":\"add About link on homepage\"}", "needs_account": [], "offsite_hidden": 0, "order": 4, "page_evidence_text": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases Sensors in the device, including the MQ135, MQ5, and MQ07, measure the concentration of various gases in the air, such as those released during waste decomposition. These gases include ammonia, alcohol, benzene, smoke, carbon dioxide, carbon monoxide, LPG, natural gas, coal gas, etc. Efficient Data Transfer: Sending Sensor Data to a Server via API with Device's CPU and RAM The device's CPU and RAM allow the sensor data to be sent to a server through API. Backend Response Generation for Frontend Processing The back-end then generates a response for the front-end to process further. Front-end Data Visualization with Backend API Data The front-end visualises data using API data provided by the backend. Managing Adverse Conditions with Real-time and Historical Data on Website The website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "page_text": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases Sensors in the device, including the MQ135, MQ5, and MQ07, measure the concentration of various gases in the air, such as those released during waste decomposition. These gases include ammonia, alcohol, benzene, smoke, carbon dioxide, carbon monoxide, LPG, natural gas, coal gas, etc. Efficient Data Transfer:", "say": "I need the About page but got How it works page", "screenshot": "v-newcomer-t1-04.png", "start_ms": 15533, "status": "ok", "title": "Timeline Page", "trail": [{"action": "click", "status": "error_page", "target": "About Us", "url": "http://127.0.0.1:4208/index.html"}, {"action": "back", "status": "ok", "target": null, "url": "http://127.0.0.1:4208/about.html"}, {"action": "click", "status": "ok", "target": "How it works", "url": "http://127.0.0.1:4208/index.html"}, {"action": "look", "url": "http://127.0.0.1:4208/howitworks.html"}], "url": "http://127.0.0.1:4208/howitworks.html", "usage": {"completion_tokens": 33, "prompt_tokens": 668}}, {"action": "click", "choices_seen": 0, "elapsed_ms": 1099, "http_status": 200, "look": {"found": false, "model_ms": 435, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, "model_ms": 594, "model_reply": "{\"say\": \"I need to find the About page again\", \"action\": \"click\", \"target\": 1, \"wish\": \"About page should load without error\"}", "needs_account": [], "offsite_hidden": 0, "order": 5, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to find the About page again", "screenshot": "v-newcomer-t1-05.png", "start_ms": 18692, "status": "no_effect", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 38, "prompt_tokens": 422}}, {"action": "stuck", "choices_seen": 0, "elapsed_ms": 1127, "http_status": 200, "look": {"found": false, "model_ms": 368, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 209}}, "model_ms": 685, "model_reply": "{\"say\":\"stuck on dashboard with no clickable items\",\"action\":\"stuck\",\"target\":0,\"wish\":\"add a clear call to action button\"}", "needs_account": [], "offsite_hidden": 0, "order": 6, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "stuck on dashboard with no clickable items", "screenshot": "v-newcomer-t1-06.png", "start_ms": 19793, "status": "stuck", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 34, "prompt_tokens": 458}, "wish": "add a clear call to action button"}], "time_to_goal_ms": null}, {"blocked": [], "claimed": true, "colour": "#b4532a", "confirmed": false, "end_ms": 18608, "goal": "Read the About page", "id": "phone", "max_steps": 4, "name": "In a hurry, on a phone", "outcome": "claimed", "phone": true, "sceptic": false, "screen_confirmed": false, "start_ms": 2, "status": "complete", "steps": [{"action": "click", "choices_seen": 2, "elapsed_ms": 2117, "hit": {"kind": "error_page", "label": "About Us", "page_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "screenshot": "v-phone-t1-51.png", "url": "http://127.0.0.1:4208/about.html", "what_happened": "Clicked 'About Us' and the page answered with error 404."}, "http_status": 404, "look": {"found": false, "model_ms": 441, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 217}}, "model_ms": 633, "model_reply": "{\"say\": \"I need to learn about the company, not how it works\", \"action\": \"click\", \"target\": 1, \"wish\": \"About Us should explain who they are\"}", "needs_account": [], "offsite_hidden": 0, "order": 1, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to learn about the company, not how it works", "screenshot": "v-phone-t1-01.png", "start_ms": 9364, "status": "error_page", "target_text": "About Us", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 43, "prompt_tokens": 405}}, {"action": "back", "choices_seen": 0, "elapsed_ms": 1942, "http_status": 404, "look": {"found": false, "model_ms": 542, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 254}}, "model_ms": 759, "model_reply": "{\n  \"say\": \"Back to try again\",\n  \"action\": \"back\",\n  \"target\": null,\n  \"wish\": \"fix the link to the about page\"\n}", "needs_account": [], "offsite_hidden": 0, "order": 2, "page_evidence_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "page_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "say": "Back to try again", "screenshot": "v-phone-t1-02.png", "start_ms": 11483, "status": "ok", "title": "Error response", "url": "http://127.0.0.1:4208/about.html", "usage": {"completion_tokens": 40, "prompt_tokens": 449}}, {"action": "click", "choices_seen": 1, "elapsed_ms": 2172, "http_status": 200, "look": {"found": false, "model_ms": 449, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 217}}, "model_ms": 758, "model_reply": "{\n  \"say\": \"I need to get to the About page but it gave an error\",\n  \"action\": \"click\",\n  \"target\": 1,\n  \"wish\": \"link to About page should work directly\"\n}", "needs_account": [], "offsite_hidden": 0, "order": 3, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to get to the About page but it gave an error", "screenshot": "v-phone-t1-03.png", "start_ms": 13425, "status": "ok", "target_text": "How it works", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 50, "prompt_tokens": 414}}, {"action": "back", "choices_seen": 0, "claim": {"confirmed": false, "quote": "Managing Adverse Conditions with Real-time and Historical Data on Website The website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "why": "The screen is the How it works page, not the About page."}, "claim_evidence": "", "claim_state": {"missing": [], "state": "claimed"}, "confirm_call": {"model": "nvidia/Nemotron-3.5-Super-VL", "model_ms": 716, "usage": {"completion_tokens": 30, "prompt_tokens": 1000}}, "elapsed_ms": 3008, "gave_up": true, "http_status": 200, "last_try": "ok", "look": {"found": true, "model_ms": 815, "on_page": true, "quote": "Managing Adverse Conditions with Real-time and Historical Data on Website The website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "usage": {"completion_tokens": 50, "prompt_tokens": 633}}, "model_ms": 806, "model_reply": "{\n  \"say\": \"I need the About page but got How it works instead\",\n  \"action\": \"back\",\n  \"target\": 1,\n  \"wish\": \"show About page directly\"\n}", "needs_account": [], "offsite_hidden": 0, "order": 4, "page_evidence_text": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases Sensors in the device, including the MQ135, MQ5, and MQ07, measure the concentration of various gases in the air, such as those released during waste decomposition. These gases include ammonia, alcohol, benzene, smoke, carbon dioxide, carbon monoxide, LPG, natural gas, coal gas, etc. Efficient Data Transfer: Sending Sensor Data to a Server via API with Device's CPU and RAM The device's CPU and RAM allow the sensor data to be sent to a server through API. Backend Response Generation for Frontend Processing The back-end then generates a response for the front-end to process further. Front-end Data Visualization with Backend API Data The front-end visualises data using API data provided by the backend. Managing Adverse Conditions with Real-time and Historical Data on Website The website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "page_text": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases Sensors in the device, including the MQ135, MQ5, and MQ07, measure the concentration of various gases in the air, such as those released during waste decomposition. These gases include ammonia, alcohol, benzene, smoke, carbon dioxide, carbon monoxide, LPG, natural gas, coal gas, etc. Efficient Data Transfer:", "say": "I need the About page but got How it works instead", "screenshot": "v-phone-t1-04.png", "start_ms": 15598, "status": "stuck", "title": "Timeline Page", "trail": [{"action": "click", "status": "error_page", "target": "About Us", "url": "http://127.0.0.1:4208/index.html"}, {"action": "back", "status": "ok", "target": null, "url": "http://127.0.0.1:4208/about.html"}, {"action": "click", "status": "ok", "target": "How it works", "url": "http://127.0.0.1:4208/index.html"}, {"action": "look", "url": "http://127.0.0.1:4208/howitworks.html"}], "url": "http://127.0.0.1:4208/howitworks.html", "usage": {"completion_tokens": 45, "prompt_tokens": 685}}], "time_to_goal_ms": null}, {"blocked": [], "claimed": true, "colour": "#8a3d6b", "confirmed": false, "end_ms": 20949, "goal": "Read the About page", "id": "buyer", "max_steps": 6, "name": "Careful visitor", "outcome": "stuck", "phone": false, "sceptic": false, "screen_confirmed": false, "start_ms": 2, "status": "complete", "steps": [{"action": "click", "choices_seen": 2, "elapsed_ms": 2061, "hit": {"kind": "error_page", "label": "About Us", "page_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "screenshot": "v-buyer-t1-51.png", "url": "http://127.0.0.1:4208/about.html", "what_happened": "Clicked 'About Us' and the page answered with error 404."}, "http_status": 404, "look": {"found": false, "model_ms": 426, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, "model_ms": 598, "model_reply": "{\"say\": \"Read About Us to learn what AirIQ is\", \"action\": \"click\", \"target\": 1, \"wish\": \"clear link to About Us\"}", "needs_account": [], "offsite_hidden": 0, "order": 1, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "Read About Us to learn what AirIQ is", "screenshot": "v-buyer-t1-01.png", "start_ms": 9365, "status": "error_page", "target_text": "About Us", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 39, "prompt_tokens": 395}}, {"action": "back", "choices_seen": 0, "elapsed_ms": 1915, "http_status": 404, "look": {"found": false, "model_ms": 564, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 244}}, "model_ms": 688, "model_reply": "{\"say\": \"back to try again\", \"action\": \"back\", \"target\": 0, \"wish\": \"fix the broken link\"}", "needs_account": [], "offsite_hidden": 0, "order": 2, "page_evidence_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "page_text": "Error response Error code: 404 Message: Not Found. Error code explanation: 404 - Nothing matches the given URI.", "say": "back to try again", "screenshot": "v-buyer-t1-02.png", "start_ms": 11426, "status": "ok", "title": "Error response", "url": "http://127.0.0.1:4208/about.html", "usage": {"completion_tokens": 32, "prompt_tokens": 439}}, {"action": "click", "choices_seen": 1, "elapsed_ms": 2179, "http_status": 200, "look": {"found": false, "model_ms": 491, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, "model_ms": 698, "model_reply": "{\"say\": \"I need to see how it works to understand the app\", \"action\": \"click\", \"target\": 1, \"wish\": \"show how it works on the about page\"}", "needs_account": [], "offsite_hidden": 0, "order": 3, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to see how it works to understand the app", "screenshot": "v-buyer-t1-03.png", "start_ms": 13342, "status": "ok", "target_text": "How it works", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 43, "prompt_tokens": 404}}, {"action": "back", "choices_seen": 0, "claim": {"confirmed": false, "quote": "Managing Adverse Conditions with Real-time and Historical Data on Website\nThe website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "why": "The final screen is howitworks.html, not the About page."}, "claim_evidence": "", "claim_state": {"missing": [], "state": "claimed"}, "confirm_call": {"model": "nvidia/Nemotron-3.5-Super-VL", "model_ms": 1008, "usage": {"completion_tokens": 30, "prompt_tokens": 1954}}, "elapsed_ms": 3201, "http_status": 200, "look": {"found": true, "model_ms": 863, "on_page": true, "quote": "Managing Adverse Conditions with Real-time and Historical Data on Website\nThe website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "usage": {"completion_tokens": 51, "prompt_tokens": 623}}, "model_ms": 643, "model_reply": "{\"say\":\"I need the About page, not this timeline\", \"action\":\"back\", \"target\":1, \"wish\":\"About page should be directly reachable\"}", "needs_account": [], "offsite_hidden": 0, "order": 4, "page_evidence_text": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases Sensors in the device, including the MQ135, MQ5, and MQ07, measure the concentration of various gases in the air, such as those released during waste decomposition. These gases include ammonia, alcohol, benzene, smoke, carbon dioxide, carbon monoxide, LPG, natural gas, coal gas, etc. Efficient Data Transfer: Sending Sensor Data to a Server via API with Device's CPU and RAM The device's CPU and RAM allow the sensor data to be sent to a server through API. Backend Response Generation for Frontend Processing The back-end then generates a response for the front-end to process further. Front-end Data Visualization with Backend API Data The front-end visualises data using API data provided by the backend. Managing Adverse Conditions with Real-time and Historical Data on Website The website records both real-time and previous data so that appropriate actions can be taken to deal with the adverse conditions.", "page_text": "Exploring the role of gas sensors (MQ135, MQ5, MQ07) in measuring air quality and detecting hazardous gases Sensors in the device, including the MQ135, MQ5, and MQ07, measure the concentration of various gases in the air, such as those released during waste decomposition. These gases include ammonia, alcohol, benzene, smoke, carbon dioxide, carbon monoxide, LPG, natural gas, coal gas, etc. Efficient Data Transfer:", "say": "I need the About page, not this timeline", "screenshot": "v-buyer-t1-04.png", "start_ms": 15524, "status": "ok", "title": "Timeline Page", "trail": [{"action": "click", "status": "error_page", "target": "About Us", "url": "http://127.0.0.1:4208/index.html"}, {"action": "back", "status": "ok", "target": null, "url": "http://127.0.0.1:4208/about.html"}, {"action": "click", "status": "ok", "target": "How it works", "url": "http://127.0.0.1:4208/index.html"}, {"action": "look", "url": "http://127.0.0.1:4208/howitworks.html"}], "url": "http://127.0.0.1:4208/howitworks.html", "usage": {"completion_tokens": 36, "prompt_tokens": 666}}, {"action": "click", "choices_seen": 0, "elapsed_ms": 1054, "http_status": 200, "look": {"found": false, "model_ms": 400, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, "model_ms": 590, "model_reply": "{\"say\": \"I need to click About Us again\", \"action\": \"click\", \"target\": 3, \"wish\": \"About Us should link to dashboard\"}", "needs_account": [], "offsite_hidden": 0, "order": 5, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "I need to click About Us again", "screenshot": "v-buyer-t1-05.png", "start_ms": 18726, "status": "no_effect", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 37, "prompt_tokens": 420}}, {"action": "stuck", "choices_seen": 0, "elapsed_ms": 1167, "http_status": 200, "look": {"found": false, "model_ms": 380, "on_page": false, "quote": "", "usage": {"completion_tokens": 14, "prompt_tokens": 207}}, "model_ms": 707, "model_reply": "{\"say\":\"stuck on final page with no clickable items\",\"action\":\"stuck\",\"target\":0,\"wish\":\"add a visible link to return to dashboard\"}", "needs_account": [], "offsite_hidden": 0, "order": 6, "page_evidence_text": "Realtime Live Data", "page_text": "AirIQ Dashboard About Us How it works Realtime Live Data", "say": "stuck on final page with no clickable items", "screenshot": "v-buyer-t1-06.png", "start_ms": 19781, "status": "stuck", "title": "AirIQ", "url": "http://127.0.0.1:4208/index.html", "usage": {"completion_tokens": 36, "prompt_tokens": 456}, "wish": "add a visible link to return to dashboard"}], "time_to_goal_ms": null}]], "tries_planned": 1, "url": "http://127.0.0.1:4208/index.html", "verdict": "0 of 3 test visitors got the job done in one try. 2 got stuck. 1 had no clear result.", "visitors": [{"agreement": 1, "claimed": 1, "colour": "#1f6f5c", "confirmed": 0, "goal": "Read the About page", "id": "newcomer", "max_steps": 6, "name": "First-time visitor", "outcomes": ["stuck"], "phone": false, "sceptic": false, "screen_confirmed": 0, "verdict": "gets_stuck"}, {"agreement": 1, "claimed": 1, "colour": "#b4532a", "confirmed": 0, "goal": "Read the About page", "id": "phone", "max_steps": 4, "name": "In a hurry, on a phone", "outcomes": ["claimed"], "phone": true, "sceptic": false, "screen_confirmed": 0, "verdict": "unclear"}, {"agreement": 1, "claimed": 1, "colour": "#8a3d6b", "confirmed": 0, "goal": "Read the About page", "id": "buyer", "max_steps": 6, "name": "Careful visitor", "outcomes": ["stuck"], "phone": false, "sceptic": false, "screen_confirmed": 0, "verdict": "gets_stuck"}], "visitors_planned": [{"colour": "#1f6f5c", "goal": "Read the About page", "id": "newcomer", "max_steps": 6, "name": "First-time visitor"}, {"colour": "#b4532a", "goal": "Read the About page", "id": "phone", "max_steps": 4, "name": "In a hurry, on a phone"}, {"colour": "#8a3d6b", "goal": "Read the About page", "id": "buyer", "max_steps": 6, "name": "Careful visitor"}], "replay": {"name": "airiq-about-404", "label": "Three visitors, AirIQ (real Wittyhacks 3 entry, unedited clone), Super VL judge, 22 Oct", "diagnosis": "A real hackathon app, cloned as published and nothing planted. All three visitors opened About Us first and got a 404: the folder the authors named ToDeploy links about.html, but that page was only in a second folder of the repo. The test below replays that click. It is red on the original and green on the fork with the fix.", "source": "lanes/nvidia/store/runs/20261022-092336-2e721b/result.json", "sha256": "91dd0f1cdca38215c246c9b8a1972d66d2197fcc1bb6046b1625dd634e8c2efe"}}