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69 predictions

51 red flags

	Timestamp	Session	VIN	Problem	Local Est.	AI Est.	Match	Flag	Feedback
	Mar 03, 2026 19:41	b2889898-2e1...	3GNCJNSB9LL	Wiper & Washer System > Washer Fluid Service	$0.00	$15.00	0.0%	Flag	No feedback
Session ID b2889898-2e14-4852-9683-78646f41318e ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:40	017d9585-c6a...	3GNCJNSB9LL	Parts & Inventory Management > Battery Recycling Fee	$0.00	$15.00	0.0%	Flag	No feedback
Session ID 017d9585-c6ad-4ebf-ae46-fec13e0d1795 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:40	54fbe165-371...	3GNCJNSB9LL	Engine Lubrication > Oil Leak Cleanup	$0.00	$225.00	0.0%	Flag	No feedback
Session ID 54fbe165-371f-4bc9-88d6-3bf4972b259d ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:39	ffdc9a77-ccb...	3GNCJNSB9LL	Electrical System > Relay Replacement	$0.00	$150.00	0.0%	Flag	No feedback
Session ID ffdc9a77-ccb4-43e4-8a8d-50c800a2f5e5 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:38	59048728-295...	3GNCJNSB9LL	Drivetrain, Suspension & Steering > Wheel Torquing & Re-torque	$0.00	$45.00	0.0%	Flag	No feedback
Session ID 59048728-2956-4caf-90eb-1aaa499b2cfb ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:36	397a5001-896...	3GNCJNSB9LL	Brake System > Brake Drum Replacement	$200.11	$501.00	39.9%	Flag	No feedback
Session ID 397a5001-8967-4616-9a10-a9f7a5dba228 ZIP Code 98367 Local Range $200.11 — $200.11 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 39.9% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:35	fb926e2a-169...	3GNCJNSB9LL	Brake System > Brake Pad Replacement	$115.27	$266.00	43.3%	Flag	No feedback
Session ID fb926e2a-1694-4482-853e-85ee6b224d58 ZIP Code 98367 Local Range $115.27 — $115.27 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 43.3% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 19:34	aa620bd8-6dc...	3GNCJNSB9LL	Brake System > Brake Booster Replacement	$6.13	$725.00	0.8%	Flag	No feedback
Session ID aa620bd8-6dc5-47c9-9dfe-9a03a55b3a6a ZIP Code 98367 Local Range $6.13 — $6.13 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.8% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 03, 2026 12:07	d23e5f81-b7b...	3GNCJNSB9LL	Body & Underbody > Door Repair	$207.58	$207.58	100.0%	Clean	No feedback
Session ID d23e5f81-b7b4-4521-8b9c-41256cdd4477 ZIP Code 98367 Local Range $207.58 — $207.58 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 100.0% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 12:03	3a7f7337-eb1...	3GNCJNSB9LL	Diagnostic & Inspection > Safety Inspection	$200.11	$200.11	100.0%	Clean	No feedback
Session ID 3a7f7337-eb1a-4863-bee6-18fb2ad9a350 ZIP Code 98367 Local Range $200.11 — $200.11 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 100.0% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 11:26	ef844abb-c76...	3GNCJNSB9LL	Brake System > Park Brake Adjustment	$0.00	$125.00	0.0%	Flag	No feedback
Session ID ef844abb-c764-48dd-858b-986426e6d3c4 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:12	8d0db13a-945...	3GNCJNSB9LL	Wiper & Washer System > Washer Pump Replacement	$245.30	$240.00	97.8%	Clean	No feedback
Session ID 8d0db13a-945c-43f1-a1b6-bc6b69f55ff7 ZIP Code 98367 Local Range $208.36 — $282.24 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 97.8% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:11	70d6f947-034...	3GNCJNSB9LL	HVAC System > AC Compressor Replacement	$110.14	$1,050.00	10.5%	Flag	No feedback
Session ID 70d6f947-0343-4794-a43b-df2165f92863 ZIP Code 98367 Local Range $85.67 — $134.62 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 10.5% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:11	11d9663f-d43...	3GNCJNSB9LL	Engine Lubrication > Oil Filter Replacement	$166.99	$180.00	92.8%	Clean	No feedback
Session ID 11d9663f-d433-48dc-afa6-118e1cf8f439 ZIP Code 98367 Local Range $118.89 — $215.08 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 92.8% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:10	cb2d475b-42b...	3GNCJNSB9LL	Engine Lubrication > Drain Plug Replacement	$100.53	$100.00	99.5%	Clean	No feedback
Session ID cb2d475b-42b7-44b6-ab54-025b328cc756 ZIP Code 98367 Local Range $77.26 — $123.80 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 99.5% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:09	d525ce60-6e2...	3GNCJNSB9LL	Cooling System > Radiator Cap Replacement	$58.69	$59.00	99.5%	Clean	No feedback
Session ID d525ce60-6e28-4b28-88e5-cdd94253f3e7 ZIP Code 98367 Local Range $47.74 — $69.64 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 99.5% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:08	e81d6bdc-fa6...	3GNCJNSB9LL	Cooling System > Radiator Replacement	$240.83	$650.00	37.1%	Flag	No feedback
Session ID e81d6bdc-fa6f-4c3b-bbd3-02b0dbbe592e ZIP Code 98367 Local Range $224.56 — $257.09 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 37.1% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:05	d7f27521-3c6...	3GNCJNSB9LL	Cooling System > Radiator Transmission Cooler Leak Repair	$0.00	$725.00	0.0%	Flag	No feedback
Session ID d7f27521-3c69-4e32-b9aa-64860fc3168a ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 02, 2026 09:04	fd26370e-0e1...	3GNCJNSB9LL	Engine Lubrication > Oil Change	$177.02	$195.00	90.8%	Clean	No feedback
Session ID fd26370e-0e11-43ae-aacd-9d591bd0d4b2 ZIP Code 98367 Local Range $144.56 — $209.49 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 90.8% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek

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Prediction History

Source Data — Repair Transaction Details