{ "meta": { "generated_at": "2026-09-16T18:24:23.432449-04:00", "as_of": "2026-09-16", "timezone": "America/New_York", "geography": "US + Canada only (HTML overview filter; see GEO.md / sources/GEO.md)", "schema_version": "1.0.0", "site": "https://exoticcartrends.com/", "integrity_note": "Hashes in manifest.json provide content integrity verification, not a digital signature. Signing with minisign/GPG is optional later." }, "brands": { "ferrari": { "as_of": "2026-09-16", "listings_file": { "path": "data/export/brands/ferrari.json", "bytes": 937673, "sha256": "da4671952ee5d4c7db8af14b2a12f97fa14b1fdfb27eab818b4ad0f3adeb72f5", "listing_count": 1092, "kpis": { "median_ask": 462051, "median_miles": 5521, "by_model_family": { "296": { "count": 132, "median_ask": 389000, "median_miles": 1059 }, "348": { "count": 4, "median_ask": 132000, "median_miles": 28258 }, "355": { "count": 19, "median_ask": 285900, "median_miles": 29822 }, "360": { "count": 69, "median_ask": 169890, "median_miles": 18534 }, "458": { "count": 62, "median_ask": 499497, "median_miles": 8465 }, "488": { "count": 228, "median_ask": 394641, "median_miles": 11496 }, "812": { "count": 183, "median_ask": 849950, "median_miles": 3266 }, "F12": { "count": 52, "median_ask": 579949, "median_miles": 12389 }, "F430": { "count": 75, "median_ask": 269990, "median_miles": 14045 }, "F8": { "count": 146, "median_ask": 638787, "median_miles": 4339 }, "SF90": { "count": 122, "median_ask": 573044, "median_miles": 1488 } } }, "source_csvs": [ { "path": "data/export/sources/daily/ferrari-488-f8-listings/2026-09-16.csv", "bytes": 433613, "sha256": "29001cf44b22af92d199288a6e5c9264083adff0ba9768d9dbb8b7acea1f62e5", "row_count": 1092, "project": "ferrari-488-f8-listings", "as_of": "2026-09-16" } ], "market_commentary": { "headline": "Ferrari holding steady this week", "take_short": "Holding steady · 921 cars", "summary": "As of Sep 16, 2026, Ferrari has 921 cars on the US/Canada market. About 550 more cars listed since Sep 9, 2026. Asking prices are basically flat over the last ~7 days (typical ask around $439,274).", "windows_available": [ "7d", "14d" ] }, "missing": [] }, "kpis": { "listing_count": 1092, "median_ask": 462051, "median_miles": 5521, "by_model_family": { "296": { "count": 132, "median_ask": 389000, "median_miles": 1059 }, "348": { "count": 4, "median_ask": 132000, "median_miles": 28258 }, "355": { "count": 19, "median_ask": 285900, "median_miles": 29822 }, "360": { "count": 69, "median_ask": 169890, "median_miles": 18534 }, "458": { "count": 62, "median_ask": 499497, "median_miles": 8465 }, "488": { "count": 228, "median_ask": 394641, "median_miles": 11496 }, "812": { "count": 183, "median_ask": 849950, "median_miles": 3266 }, "F12": { "count": 52, "median_ask": 579949, "median_miles": 12389 }, "F430": { "count": 75, "median_ask": 269990, "median_miles": 14045 }, "F8": { "count": 146, "median_ask": 638787, "median_miles": 4339 }, "SF90": { "count": 122, "median_ask": 573044, "median_miles": 1488 } } }, "market_commentary": { "headline": "Ferrari holding steady this week", "take_short": "Holding steady · 921 cars", "summary": "As of Sep 16, 2026, Ferrari has 921 cars on the US/Canada market. About 550 more cars listed since Sep 9, 2026. Asking prices are basically flat over the last ~7 days (typical ask around $439,274).", "windows_available": [ "7d", "14d" ] }, "source_csvs": [ { "path": "data/export/sources/daily/ferrari-488-f8-listings/2026-09-16.csv", "bytes": 433613, "sha256": "29001cf44b22af92d199288a6e5c9264083adff0ba9768d9dbb8b7acea1f62e5", "row_count": 1092, "project": "ferrari-488-f8-listings", "as_of": "2026-09-16" } ], "daily_summaries": [ { "project": "ferrari-488-f8-listings", "as_of": "2026-09-16", "summary": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "total_rows": 1092, "families": { "488": 228, "812": 183, "F8": 146, "296": 132, "SF90": 122, "F430": 75, "360": 69, "458": 62, "F12": 52, "355": 19, "348": 4 }, "variants": { "296_coupe": { "count": 64, "median_asking_price_usd": 339900.0, "median_mileage_miles": 1758.0, "rows_with_exact_mileage": 62, "rows_missing_mileage": 2, "exterior_color_filled": 50, "interior_color_filled": 21 }, "296_spider": { "count": 68, "median_asking_price_usd": 422493.0, "median_mileage_miles": 876.0, "rows_with_exact_mileage": 63, "rows_missing_mileage": 5, "exterior_color_filled": 53, "interior_color_filled": 23 }, "348_spider": { "count": 1, "median_asking_price_usd": 125000.0, "median_mileage_miles": null, "rows_with_exact_mileage": 0, "rows_missing_mileage": 1, "exterior_color_filled": 0, "interior_color_filled": 0 }, "348_ts": { "count": 3, "median_asking_price_usd": 139000.0, "median_mileage_miles": 28258.0, "rows_with_exact_mileage": 1, "rows_missing_mileage": 2, "exterior_color_filled": 1, "interior_color_filled": 1 }, "355_berlinetta": { "count": 6, "median_asking_price_usd": 212450.0, "median_mileage_miles": 47206.5, "rows_with_exact_mileage": 4, "rows_missing_mileage": 2, "exterior_color_filled": 3, "interior_color_filled": 2 }, "355_gts": { "count": 2, "median_asking_price_usd": 384997.5, "median_mileage_miles": 33021.5, "rows_with_exact_mileage": 2, "rows_missing_mileage": 0, "exterior_color_filled": 1, "interior_color_filled": 1 }, "355_spider": { "count": 11, "median_asking_price_usd": 229999.0, "median_mileage_miles": 23268.5, "rows_with_exact_mileage": 8, "rows_missing_mileage": 3, "exterior_color_filled": 8, "interior_color_filled": 6 }, "360_coupe": { "count": 23, "median_asking_price_usd": 169890.0, "median_mileage_miles": 21982.0, "rows_with_exact_mileage": 21, "rows_missing_mileage": 2, "exterior_color_filled": 20, "interior_color_filled": 17 }, "360_spider": { "count": 46, "median_asking_price_usd": 171954.0, "median_mileage_miles": 15177.5, "rows_with_exact_mileage": 32, "rows_missing_mileage": 14, "exterior_color_filled": 29, "interior_color_filled": 19 }, "458_coupe": { "count": 23, "median_asking_price_usd": 459900.0, "median_mileage_miles": 8284.0, "rows_with_exact_mileage": 15, "rows_missing_mileage": 8, "exterior_color_filled": 15, "interior_color_filled": 12 }, "458_spider": { "count": 39, "median_asking_price_usd": 559995.0, "median_mileage_miles": 8580.0, "rows_with_exact_mileage": 29, "rows_missing_mileage": 10, "exterior_color_filled": 28, "interior_color_filled": 25 }, "488_coupe": { "count": 79, "median_asking_price_usd": 339900.0, "median_mileage_miles": 12876.0, "rows_with_exact_mileage": 49, "rows_missing_mileage": 30, "exterior_color_filled": 43, "interior_color_filled": 33 }, "488_spider": { "count": 149, "median_asking_price_usd": 418601.0, "median_mileage_miles": 10643.0, "rows_with_exact_mileage": 109, "rows_missing_mileage": 40, "exterior_color_filled": 106, "interior_color_filled": 92 }, "812_coupe": { "count": 58, "median_asking_price_usd": 587447.0, "median_mileage_miles": 7966.0, "rows_with_exact_mileage": 46, "rows_missing_mileage": 12, "exterior_color_filled": 33, "interior_color_filled": 12 }, "812_spider": { "count": 125, "median_asking_price_usd": 899888.0, "median_mileage_miles": 2636.0, "rows_with_exact_mileage": 99, "rows_missing_mileage": 26, "exterior_color_filled": 89, "interior_color_filled": 3 }, "F12_coupe": { "count": 52, "median_asking_price_usd": 579949.5, "median_mileage_miles": 12389.5, "rows_with_exact_mileage": 40, "rows_missing_mileage": 12, "exterior_color_filled": 25, "interior_color_filled": 0 }, "F430_coupe": { "count": 27, "median_asking_price_usd": 269725.0, "median_mileage_miles": 16536.0, "rows_with_exact_mileage": 20, "rows_missing_mileage": 7, "exterior_color_filled": 18, "interior_color_filled": 16 }, "F430_spider": { "count": 48, "median_asking_price_usd": 275103.0, "median_mileage_miles": 14045.0, "rows_with_exact_mileage": 27, "rows_missing_mileage": 21, "exterior_color_filled": 24, "interior_color_filled": 19 }, "F8_coupe": { "count": 43, "median_asking_price_usd": 479995.0, "median_mileage_miles": 6617.5, "rows_with_exact_mileage": 38, "rows_missing_mileage": 5, "exterior_color_filled": 39, "interior_color_filled": 33 }, "F8_spider": { "count": 103, "median_asking_price_usd": 658573.0, "median_mileage_miles": 4100.0, "rows_with_exact_mileage": 85, "rows_missing_mileage": 18, "exterior_color_filled": 84, "interior_color_filled": 71 }, "SF90_coupe": { "count": 58, "median_asking_price_usd": 479951.0, "median_mileage_miles": 2516.0, "rows_with_exact_mileage": 45, "rows_missing_mileage": 13, "exterior_color_filled": 35, "interior_color_filled": 19 }, "SF90_spider": { "count": 64, "median_asking_price_usd": 612147.0, "median_mileage_miles": 886.0, "rows_with_exact_mileage": 52, "rows_missing_mileage": 12, "exterior_color_filled": 46, "interior_color_filled": 0 } }, "sources": { "Ferrari Approved (preowned.ferrari.com)": 507, "Classic.com": 377, "Cars.com": 158, "CarGurus": 45, "dupontregistry": 6 }, "color_fill": { "exterior_filled": 750, "interior_filled": 425, "exterior_pct": 68.6, "interior_pct": 38.9 }, "vs_yesterday": { "yesterday_rows": 1098, "today_rows": 1093, "delta_rows": -5, "same_vin_price_drops": 27, "striking_drops": 18 }, "price_drops": [ { "vin": "ZFF97CMA7N0275140", "year": "2022", "family": "812", "body": "spider", "old_price": 1199000, "new_price": 1060000, "drop_usd": 139000, "drop_pct": 11.59, "url": "https://www.classic.com/veh/2022-ferrari-812-gts-zff97cma7n0275140-nXwR6b4/", "source": "Classic.com" }, { "vin": "ZFF83CLA3K0238705", "year": "2019", "family": "812", "body": "coupe", "old_price": 449995, "new_price": 399995, "drop_usd": 50000, "drop_pct": 11.11, "url": "https://www.classic.com/veh/2019-ferrari-812-superfast-zff83cla3k0238705-nwORovn/", "source": "Classic.com" }, { "vin": "ZFF97CMA7M0263052", "year": "2021", "family": "812", "body": "spider", "old_price": 999900, "new_price": 939900, "drop_usd": 60000, "drop_pct": 6.0, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrj9g3K%2FwGrGxrTu%2BrDQQVkhGFYZbVVI8AIT91Vu4Zrk%2BuIYTFSHG%2FxVDxUH%2BsfbwDx237ulnKnkXaTeCE7ZIFg%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF67NFA2E0201300", "year": "2014", "family": "458", "body": "coupe", "old_price": 529995, "new_price": 499995, "drop_usd": 30000, "drop_pct": 5.66, "url": "https://www.classic.com/veh/2014-ferrari-458-italia-zff67nfa2e0201300-WN7RXPp/", "source": "Classic.com" }, { "vin": "ZFF96NMA8N0285674", "year": "2022", "family": "SF90", "body": "spider", "old_price": 629900, "new_price": 599900, "drop_usd": 30000, "drop_pct": 4.76, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrtEUietd%2B26%2Fizpsfu0p3bi%2FcxgKOX74FWPB00gkGqowuIYTFSDL%2FxVMxkH%2Bv%2FD2DRu37ulnK30ebz6DFbdJFA%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF80AMAXH0228192", "year": "2017", "family": "488", "body": "spider", "old_price": 429989, "new_price": 409989, "drop_usd": 20000, "drop_pct": 4.65, "url": "https://www.cars.com/vehicledetail/eca57767-53a2-4db3-929f-3aa6a3927345/", "source": "Cars.com" }, { "vin": "ZFF83CLA7L0256707", "year": "2020", "family": "812", "body": "coupe", "old_price": 544990, "new_price": 520225, "drop_usd": 24765, "drop_pct": 4.54, "url": 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"https://preowned.ferrari.com/en-US/a/north-america/used-ferrari/usa/ferrari-lake-forest/488-spider/IljixbcgVnJGsKsQfDGsrtrS08RZlRp851KGhUVeU9S%2B1DA6FocY0Yhc0iLPFXgOuIYTFCbE%2FxVNw0H%2Bs%2FH0DBa37ulnJXwcajCAFrlMFg%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF67NFA7F0210043", "year": "2015", "family": "458", "body": "coupe", "old_price": 474900, "new_price": 459900, "drop_usd": 15000, "drop_pct": 3.16, "url": "https://preowned.ferrari.com/en-US/a/north-america/used-ferrari/usa/ferrari-of-fort-lauderdale/458-italia/IljixbcgVnJGsKsQfDGsrniC5agRmiYia1mMzUrn04R%2FG0hyRcPdhm4Ol1FB2fTEuIYTGiHL9BVDzkH%2BtvXwDhy37ulnL3UbaD%2BEFrpPEA%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF97CMA8P0299899", "year": "2023", "family": "812", "body": "spider", "old_price": 925998, "new_price": 899750, "drop_usd": 26248, "drop_pct": 2.83, "url": "https://www.classic.com/veh/2023-ferrari-812-gts-zff97cma8p0299899-nQZgBOW/", "source": "Classic.com" }, { "vin": "ZFFEW58AX50142556", "year": "2005", "family": "F430", "body": "coupe", "old_price": 194900, "new_price": 189900, "drop_usd": 5000, "drop_pct": 2.57, "url": "https://www.classic.com/veh/2005-ferrari-f430-berlinetta-zffew58ax50142556-pe5JXXp/", "source": "Classic.com" }, { "vin": "ZFF80AMA7J0229435", "year": "2018", "family": "488", "body": "spider", "old_price": 399989, "new_price": 389989, "drop_usd": 10000, "drop_pct": 2.5, "url": "https://www.cars.com/vehicledetail/3cbbb631-32b0-497b-ae46-c5617bc9f877/", "source": "Cars.com" }, { "vin": "ZFF68NHA5C0189103", "year": "2012", "family": "458", "body": "spider", "old_price": 499995, "new_price": 489995, "drop_usd": 10000, "drop_pct": 2.0, "url": "https://www.cars.com/vehicledetail/17800cca-b7c0-44d1-8e47-1498db285172/", "source": "Cars.com" }, { "vin": "ZFF93LMA7M0259191", "year": "2021", "family": "F8", "body": "spider", "old_price": 589995, "new_price": 579995, "drop_usd": 10000, "drop_pct": 1.69, "url": "https://www.classic.com/veh/2021-ferrari-f8-spider-zff93lma7m0259191-pJxVYan/", "source": "Classic.com" }, { "vin": "ZFF97CMA9M0259620", "year": "2021", "family": "812", "body": "spider", "old_price": 619675, "new_price": 609670, "drop_usd": 10005, "drop_pct": 1.61, "url": "https://www.classic.com/veh/2021-ferrari-812-gts-zff97cma9m0259620-nQMl1vn/", "source": "Classic.com" }, { "vin": "ZFF79ALA9G0218691", "year": "2016", "family": "488", "body": "coupe", "old_price": 314995, "new_price": 309995, "drop_usd": 5000, "drop_pct": 1.59, "url": "https://www.classic.com/veh/2016-ferrari-488-gtb-zff79ala9g0218691-47r9llp/", "source": "Classic.com" }, { "vin": "ZFF79ALA0J0229053", "year": "2018", "family": "488", "body": "coupe", "old_price": 339995, "new_price": 334995, "drop_usd": 5000, "drop_pct": 1.47, "url": "https://www.classic.com/veh/2018-ferrari-488-gtb-zff79ala0j0229053-pzmQ6MW/", "source": "Classic.com" }, { "vin": "ZFF80AMAXG0219071", "year": "2016", "family": "488", "body": "spider", "old_price": 344995, "new_price": 339995, "drop_usd": 5000, "drop_pct": 1.45, "url": "https://www.classic.com/veh/2016-ferrari-488-spider-zff80amaxg0219071-pdVLJwn/", "source": "Classic.com" }, { "vin": "ZFF83CLA1L0254693", "year": "2020", "family": "812", "body": "coupe", "old_price": 547899, "new_price": 539999, "drop_usd": 7900, "drop_pct": 1.44, "url": "https://www.classic.com/veh/2020-ferrari-812-superfast-zff83cla1l0254693-4Vv1w24/", "source": "Classic.com" }, { "vin": "ZFF79ALA3K0243014", "year": "2019", "family": "488", "body": "coupe", "old_price": 379900, "new_price": 374900, "drop_usd": 5000, "drop_pct": 1.32, "url": "https://www.classic.com/veh/2019-ferrari-488-gtb-zff79ala3k0243014-4rOZKNn/", "source": "Classic.com" }, { "vin": "ZFF97CMA1M0261801", "year": "2021", "family": "812", "body": "spider", "old_price": 949899, "new_price": 939899, "drop_usd": 10000, "drop_pct": 1.05, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrvUaMI6U5%2F5aDM%2BUtkPBsA2MUSw5O2aZ0Bv9PuPt8yJHuIYTFSHG%2FxVFxUH%2BsfT4Ch637ulnJH8abjSNHbtGFw%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF93LMA7N0280320", "year": "2022", "family": "F8", "body": "spider", "old_price": 689795, "new_price": 684625, "drop_usd": 5170, "drop_pct": 0.75, "url": "https://preowned.ferrari.com/en-US/a/north-america/used-ferrari/usa/wide-world-ferrari/f8-spider/IljixbcgVnJGsKsQfDGsrtwWj%2FOHyuhQV3bxYE8hM%2BctU0ISSh3O2iqxyiG7PdeZuIYTFSXJ%2FxVDxkH%2Bv%2FXzCB%2B37ulnJHgdajWBHbZIFA%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" } ], "striking_drops": [ { "vin": "ZFF97CMA7N0275140", "year": "2022", "family": "812", "body": "spider", "old_price": 1199000, "new_price": 1060000, "drop_usd": 139000, "drop_pct": 11.59, "url": "https://www.classic.com/veh/2022-ferrari-812-gts-zff97cma7n0275140-nXwR6b4/", "source": "Classic.com" }, { "vin": "ZFF83CLA3K0238705", "year": "2019", "family": "812", "body": "coupe", "old_price": 449995, "new_price": 399995, "drop_usd": 50000, "drop_pct": 11.11, "url": "https://www.classic.com/veh/2019-ferrari-812-superfast-zff83cla3k0238705-nwORovn/", "source": "Classic.com" }, { "vin": "ZFF97CMA7M0263052", "year": "2021", "family": "812", "body": "spider", "old_price": 999900, "new_price": 939900, "drop_usd": 60000, "drop_pct": 6.0, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrj9g3K%2FwGrGxrTu%2BrDQQVkhGFYZbVVI8AIT91Vu4Zrk%2BuIYTFSHG%2FxVDxUH%2BsfbwDx237ulnKnkXaTeCE7ZIFg%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF67NFA2E0201300", "year": "2014", "family": "458", "body": "coupe", "old_price": 529995, "new_price": 499995, "drop_usd": 30000, "drop_pct": 5.66, "url": "https://www.classic.com/veh/2014-ferrari-458-italia-zff67nfa2e0201300-WN7RXPp/", "source": "Classic.com" }, { "vin": "ZFF96NMA8N0285674", "year": "2022", "family": "SF90", "body": "spider", "old_price": 629900, "new_price": 599900, "drop_usd": 30000, "drop_pct": 4.76, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrtEUietd%2B26%2Fizpsfu0p3bi%2FcxgKOX74FWPB00gkGqowuIYTFSDL%2FxVMxkH%2Bv%2FD2DRu37ulnK30ebz6DFbdJFA%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF80AMAXH0228192", "year": "2017", "family": "488", "body": "spider", "old_price": 429989, "new_price": 409989, "drop_usd": 20000, "drop_pct": 4.65, "url": "https://www.cars.com/vehicledetail/eca57767-53a2-4db3-929f-3aa6a3927345/", "source": "Cars.com" }, { "vin": "ZFF83CLA7L0256707", "year": "2020", "family": "812", "body": "coupe", "old_price": 544990, "new_price": 520225, "drop_usd": 24765, "drop_pct": 4.54, "url": "https://www.cars.com/vehicledetail/5b7bbf7e-529f-4d34-b0d0-e04d751a23e1/?attribution_type=isa&sid=e71d858e-adf8-45ff-8f19-5eedf00e9c3a", "source": "Cars.com" }, { "vin": "ZFF97CMA8P0289891", "year": "2023", "family": "812", "body": "spider", "old_price": 939000, "new_price": 899000, "drop_usd": 40000, "drop_pct": 4.26, "url": "https://www.cars.com/vehicledetail/4d8d2ca9-7c53-4579-b927-e04671c7025d/?sid=22574fe6-1653-4865-952c-edc319b324d1", "source": "Cars.com" }, { "vin": "ZFF74UFA3E0199709", "year": "2014", "family": "F12", "body": "coupe", "old_price": 549900, "new_price": 529900, "drop_usd": 20000, "drop_pct": 3.64, "url": "https://www.cars.com/vehicledetail/493a442e-3aad-4d17-b943-c95dc80cb1e6/?sid=fabc2079-3876-4641-86a1-2f0803c51da3", "source": "Cars.com" }, { "vin": "ZFF96NMAXR0305932", "year": "2024", "family": "SF90", "body": "spider", "old_price": 599990, "new_price": 579990, "drop_usd": 20000, "drop_pct": 3.33, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrgU52oUqRaZNcqimERSJtRj9%2Bqb48y6kZqkf5zF0%2BNxfuIYTFSDL%2FxUs2kH%2Ft%2FD5CR237uloJXofbDeBErlJEA%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF83CLA8K0248131", "year": "2019", "family": "812", "body": "coupe", "old_price": 619000, "new_price": 599000, "drop_usd": 20000, "drop_pct": 3.23, "url": "https://preowned.ferrari.com/en-US/vehicle/IljixbcgVnJGsKsQfDGsrjCzW6L6Q3zcJZOokEwQGtNmCkZutiumoHwEuOOjuv%2F0uIYTFCXG%2FhVMw0H%2Bs%2F3xCR637ulnK34YbDaGFL1JFg%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF80AMA9K0244469", "year": "2019", "family": "488", "body": "spider", "old_price": 439900, "new_price": 425900, "drop_usd": 14000, "drop_pct": 3.18, "url": "https://preowned.ferrari.com/en-US/a/north-america/used-ferrari/usa/ferrari-lake-forest/488-spider/IljixbcgVnJGsKsQfDGsrtrS08RZlRp851KGhUVeU9S%2B1DA6FocY0Yhc0iLPFXgOuIYTFCbE%2FxVNw0H%2Bs%2FH0DBa37ulnJXwcajCAFrlMFg%3D%3D", "source": "Ferrari Approved (preowned.ferrari.com)" }, { "vin": "ZFF97CMA8P0299899", "year": "2023", "family": "812", "body": "spider", "old_price": 925998, "new_price": 899750, "drop_usd": 26248, "drop_pct": 2.83, "url": "https://www.classic.com/veh/2023-ferrari-812-gts-zff97cma8p0299899-nQZgBOW/", "source": "Classic.com" }, { "vin": "ZFF80AMA7J0229435", "year": "2018", "family": "488", "body": "spider", "old_price": 399989, "new_price": 389989, "drop_usd": 10000, "drop_pct": 2.5, "url": "https://www.cars.com/vehicledetail/3cbbb631-32b0-497b-ae46-c5617bc9f877/", "source": "Cars.com" }, { "vin": "ZFF79ALA9G0218691", "year": "2016", "family": "488", "body": "coupe", "old_price": 314995, "new_price": 309995, "drop_usd": 5000, "drop_pct": 1.59, "url": "https://www.classic.com/veh/2016-ferrari-488-gtb-zff79ala9g0218691-47r9llp/", "source": "Classic.com" }, { "vin": "ZFF79ALA0J0229053", "year": "2018", "family": "488", "body": "coupe", "old_price": 339995, "new_price": 334995, "drop_usd": 5000, "drop_pct": 1.47, "url": "https://www.classic.com/veh/2018-ferrari-488-gtb-zff79ala0j0229053-pzmQ6MW/", "source": "Classic.com" }, { "vin": "ZFF80AMAXG0219071", "year": "2016", "family": "488", "body": "spider", "old_price": 344995, "new_price": 339995, "drop_usd": 5000, "drop_pct": 1.45, "url": "https://www.classic.com/veh/2016-ferrari-488-spider-zff80amaxg0219071-pdVLJwn/", "source": "Classic.com" }, { "vin": "ZFF79ALA3K0243014", "year": "2019", "family": "488", "body": "coupe", "old_price": 379900, "new_price": 374900, "drop_usd": 5000, "drop_pct": 1.32, "url": "https://www.classic.com/veh/2019-ferrari-488-gtb-zff79ala3k0243014-4rOZKNn/", "source": "Classic.com" } ], "scrubbed_hard_oos": 0, "source_gaps": [ "F12 CarGurus dXXXX still unresolved (CARGURUS.md + chrome make-page probe yielded no entity id); F12 covered via Approved/Classic/Cars.com/duPont only.", "BaT 812/F12 and BaT 296 returned 404; Cars&Bids search pages thin (5815 bytes) — provenance only.", "duPont SF90/296/812/F12 SRP parse yielded 0 structured rows in append trees (main modern duPont had 49).", "Hemmings/BaT/Cars&Bids fetched for provenance; structured parse limited — primary coverage from Approved/Cars.com/Classic/CarGurus/duPont." ], "methodology_notes": [ "Main 488/F8/458/Classic via ferrari-scrape-2026-09-16; SF90/296 append; 812/F12 append.", "Dedupe VIN (uppercase first token) else URL; lowest ask; prefer non-CarGurus.", "812 = Superfast+GTS only (Competizione hard-excluded). 458 = Italia+Spider only (Speciale hard-excluded).", "Assetto Fiorano flagged in notes, not excluded. Prefer US/Canada; skip non-USD and POR.", "F430/360 remain in CSV Classic tracking even though site UI excludes them from Ferrari page reporting." ], "work_dirs": { "main": "/workspace/ferrari-scrape-2026-09-16", "sf90_296": "/workspace/ferrari-scrape-sf90-296-2026-09-16", "812_f12": "/workspace/ferrari-scrape-812-f12-2026-09-16" }, "ghost_scrub": "Removed ZFF92LLAXN0281305 (Darren confirmed ghost 2026-09-16)" }, "error": null } ], "listings_embedded": false, "listing_count": 1092 }, "mclaren": { "as_of": "2026-09-16", "listings_file": { "path": "data/export/brands/mclaren.json", "bytes": 302832, "sha256": "38c5dad95cd4bfaee64e6d6357364fcde3fc59fae7e99d11d6aa19c7c9ef10e9", "listing_count": 396, "kpis": { "median_ask": 259770, "median_miles": 6251, "by_model_family": { "570S": { "count": 57, "median_ask": 145990, "median_miles": 22059 }, "600LT": { "count": 46, "median_ask": 250297, "median_miles": 14771 }, "675LT": { "count": 5, "median_ask": 379900, "median_miles": 2290 }, "720S": { "count": 79, "median_ask": 274995, "median_miles": 11821 }, "750S": { "count": 60, "median_ask": 377787, "median_miles": 685 }, "765LT": { "count": 37, "median_ask": 789999, "median_miles": 6472 }, "Artura": { "count": 69, "median_ask": 219000, "median_miles": 2358 }, "GT": { "count": 43, "median_ask": 156389, "median_miles": 14848 } } }, "source_csvs": [ { "path": "data/export/sources/daily/mclaren-lt-listings/2026-09-16.csv", "bytes": 123076, "sha256": "8d0cc905344e3d0f4f516ed7b1b0f5885a51225a9f9065b796d00e35de7d50cf", "row_count": 396, "project": "mclaren-lt-listings", "as_of": "2026-09-16" } ], "market_commentary": { "headline": "McLaren holding steady this week", "take_short": "Holding steady · 371 cars", "summary": "As of Sep 16, 2026, McLaren has 371 cars on the US/Canada market. About 300 more cars listed since Sep 9, 2026. Asking prices are basically flat over the last ~7 days (typical ask around $284,288).", "windows_available": [ "7d" ] }, "missing": [] }, "kpis": { "listing_count": 396, "median_ask": 259770, "median_miles": 6251, "by_model_family": { "570S": { "count": 57, "median_ask": 145990, "median_miles": 22059 }, "600LT": { "count": 46, "median_ask": 250297, "median_miles": 14771 }, "675LT": { "count": 5, "median_ask": 379900, "median_miles": 2290 }, "720S": { "count": 79, "median_ask": 274995, "median_miles": 11821 }, "750S": { "count": 60, "median_ask": 377787, "median_miles": 685 }, "765LT": { "count": 37, "median_ask": 789999, "median_miles": 6472 }, "Artura": { "count": 69, "median_ask": 219000, "median_miles": 2358 }, "GT": { "count": 43, "median_ask": 156389, "median_miles": 14848 } } }, "market_commentary": { "headline": "McLaren holding steady this week", "take_short": "Holding steady · 371 cars", "summary": "As of Sep 16, 2026, McLaren has 371 cars on the US/Canada market. About 300 more cars listed since Sep 9, 2026. Asking prices are basically flat over the last ~7 days (typical ask around $284,288).", "windows_available": [ "7d" ] }, "source_csvs": [ { "path": "data/export/sources/daily/mclaren-lt-listings/2026-09-16.csv", "bytes": 123076, "sha256": "8d0cc905344e3d0f4f516ed7b1b0f5885a51225a9f9065b796d00e35de7d50cf", "row_count": 396, "project": "mclaren-lt-listings", "as_of": "2026-09-16" } ], "daily_summaries": [ { "project": "mclaren-lt-listings", "as_of": "2026-09-16", "summary": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "total_listings": 396, "counts_by_family": { "675LT": 5, "600LT": 46, "765LT": 37, "Artura": 69, "720S": 79, "750S": 60, "570S": 57, "GT": 43 }, "counts_by_variant": { "570S_coupe": 38, "570S_spider": 19, "600LT_coupe": 23, "600LT_spider": 23, "675LT_coupe": 3, "675LT_spider": 2, "720S_coupe": 31, "720S_spider": 48, "750S_coupe": 18, "750S_spider": 42, "765LT_coupe": 18, "765LT_spider": 19, "Artura_coupe": 50, "Artura_spider": 19, "GT_coupe": 43 }, "medians_by_variant": { "570S_coupe": { "median_ask": 139993, "median_miles": 29568 }, "570S_spider": { "median_ask": 155413, "median_miles": 20105 }, "600LT_coupe": { "median_ask": 239990, "median_miles": 13508 }, "600LT_spider": { "median_ask": 259728, "median_miles": 14771 }, "675LT_coupe": { "median_ask": 379900, "median_miles": 11542 }, "675LT_spider": { "median_ask": 447191, "median_miles": 2290 }, "720S_coupe": { "median_ask": 255353, "median_miles": 14641 }, "720S_spider": { "median_ask": 285397, "median_miles": 11455 }, "750S_coupe": { "median_ask": 355944, "median_miles": 729 }, "750S_spider": { "median_ask": 386813, "median_miles": 594 }, "765LT_coupe": { "median_ask": 731449, "median_miles": 8766 }, "765LT_spider": { "median_ask": 849999, "median_miles": 6326 }, "Artura_coupe": { "median_ask": 190037, "median_miles": 3246 }, "Artura_spider": { "median_ask": 269250, "median_miles": 214 }, "GT_coupe": { "median_ask": 156389, "median_miles": 14848 } }, "variants": { "570S_coupe": { "count": 38, "priced_count": 38, "with_mileage_count": 8, "median_asking_price_usd": 139993, "min_asking_price_usd": 104999, "max_asking_price_usd": 329000, "median_mileage_miles": 29568 }, "570S_spider": { "count": 19, "priced_count": 19, "with_mileage_count": 7, "median_asking_price_usd": 155413, "min_asking_price_usd": 133888, "max_asking_price_usd": 190268, "median_mileage_miles": 20105 }, "600LT_coupe": { "count": 23, "priced_count": 23, "with_mileage_count": 10, "median_asking_price_usd": 239990, "min_asking_price_usd": 180999, "max_asking_price_usd": 499999, "median_mileage_miles": 13508 }, "600LT_spider": { "count": 23, "priced_count": 23, "with_mileage_count": 16, "median_asking_price_usd": 259728, "min_asking_price_usd": 206656, "max_asking_price_usd": 299995, "median_mileage_miles": 14771 }, "675LT_coupe": { "count": 3, "priced_count": 3, "with_mileage_count": 2, "median_asking_price_usd": 379900, "min_asking_price_usd": 329999, "max_asking_price_usd": 409995, "median_mileage_miles": 11542 }, "675LT_spider": { "count": 2, "priced_count": 2, "with_mileage_count": 1, "median_asking_price_usd": 447191, "min_asking_price_usd": 374393, "max_asking_price_usd": 519990, "median_mileage_miles": 2290 }, "720S_coupe": { "count": 31, "priced_count": 31, "with_mileage_count": 15, "median_asking_price_usd": 255353, "min_asking_price_usd": 190590, "max_asking_price_usd": 359985, "median_mileage_miles": 14641 }, "720S_spider": { "count": 48, "priced_count": 48, "with_mileage_count": 22, "median_asking_price_usd": 285397, "min_asking_price_usd": 229989, "max_asking_price_usd": 336190, "median_mileage_miles": 11455 }, "750S_coupe": { "count": 18, "priced_count": 18, "with_mileage_count": 14, "median_asking_price_usd": 355944, "min_asking_price_usd": 324991, "max_asking_price_usd": 446899, "median_mileage_miles": 729 }, "750S_spider": { "count": 42, "priced_count": 42, "with_mileage_count": 31, "median_asking_price_usd": 386813, "min_asking_price_usd": 334785, "max_asking_price_usd": 476295, "median_mileage_miles": 594 }, "765LT_coupe": { "count": 18, "priced_count": 18, "with_mileage_count": 8, "median_asking_price_usd": 731449, "min_asking_price_usd": 599998, "max_asking_price_usd": 899990, "median_mileage_miles": 8766 }, "765LT_spider": { "count": 19, "priced_count": 19, "with_mileage_count": 13, "median_asking_price_usd": 849999, "min_asking_price_usd": 568000, "max_asking_price_usd": 1199991, "median_mileage_miles": 6326 }, "Artura_coupe": { "count": 50, "priced_count": 50, "with_mileage_count": 30, "median_asking_price_usd": 190037, "min_asking_price_usd": 165208, "max_asking_price_usd": 342655, "median_mileage_miles": 3246 }, "Artura_spider": { "count": 19, "priced_count": 19, "with_mileage_count": 12, "median_asking_price_usd": 269250, "min_asking_price_usd": 228004, "max_asking_price_usd": 406983, "median_mileage_miles": 214 }, "GT_coupe": { "count": 43, "priced_count": 43, "with_mileage_count": 17, "median_asking_price_usd": 156389, "min_asking_price_usd": 103000, "max_asking_price_usd": 210594, "median_mileage_miles": 14848 } }, "counts_by_source": { "Cars.com": 61, "Classic.com": 224, "Hemmings": 1, "CarGurus": 53, "duPont REGISTRY": 57 }, "vs_yesterday": { "yesterday_total": 413, "yesterday_ex_570gt": 397, "delta_vs_yesterday_raw": -17, "delta_vs_yesterday_ex_570gt": -1, "note": "2026-09-16 hard-excludes 570GT from final CSV; yesterday included 16 570GT rows" }, "cargurus_rows_in_final": 53, "striking_drops": [], "excluded": [ "570GT" ], "sources_used": [ "Classic.com", "Cars.com", "Hemmings", "duPont REGISTRY", "CarGurus" ], "sources_blocked_or_empty": [ "Autotrader (thin shell)", "Cars & Bids (JS shell; not merged)", "BaT (auction-only; no fixed asks merged)", "McLaren official pre-owned (not scraped / thin JS)" ], "cargurus_net_new": { "total": 53, "lt": 5, "artura": 14, "expand": 34, "note": "Final CarGurus-sourced rows after VIN/URL dedupe preferring non-CarGurus" }, "core_lt_artura_count": 157 }, "error": null } ], "listings_embedded": false, "listing_count": 396 }, "lamborghini": { "as_of": "2026-09-16", "listings_file": { "path": "data/export/brands/lamborghini.json", "bytes": 284984, "sha256": "37ec556e34fd07fb7fc80e554fdbfea065955aa7a201c65377abc7a57ed695fe", "listing_count": 342, "kpis": { "median_ask": 500497, "median_miles": 5304, "by_model_family": { "Gallardo": { "count": 73, "median_ask": 149950, "median_miles": 19099 }, "Murcielago": { "count": 50, "median_ask": 536750, "median_miles": 13648 }, "Performante": { "count": 30, "median_ask": 370589, "median_miles": 14337 }, "Revuelto": { "count": 61, "median_ask": 679888, "median_miles": 671 }, "STO": { "count": 31, "median_ask": 502172, "median_miles": 4319 }, "SV": { "count": 28, "median_ask": 875039, "median_miles": 12608 }, "SVJ": { "count": 37, "median_ask": 1500790, "median_miles": 5272 }, "Temerario": { "count": 32, "median_ask": 452685, "median_miles": 781 } } }, "source_csvs": [ { "path": "data/export/sources/daily/lamborghini-huracan-listings/2026-09-16.csv", "bytes": 22097, "sha256": "11f1230a48e3c0ed2e0d4d62de6a4625084bd5292f71f6409d417348c6297147", "row_count": 61, "project": "lamborghini-huracan-listings", "as_of": "2026-09-16" }, { "path": "data/export/sources/daily/lamborghini-aventador-sv-listings/2026-09-16.csv", "bytes": 21797, "sha256": "3edf02fe68ebf035c4fee7c825ad3bd5e908fb4cae0442eed05d54c922cfdca4", "row_count": 65, "project": "lamborghini-aventador-sv-listings", "as_of": "2026-09-16" }, { "path": "data/export/sources/daily/lamborghini-murcielago-gallardo-listings/2026-09-16.csv", "bytes": 74134, "sha256": "b1eca9ecd784d14c64661610bd703f1dccf839cc51667f4389d498ef501db386", "row_count": 216, "project": "lamborghini-murcielago-gallardo-listings", "as_of": "2026-09-16" } ], "market_commentary": { "headline": "Lamborghini asking prices are down about 2.4%", "take_short": "Down 2.4% this week · 333 cars", "summary": "As of Sep 16, 2026, Lamborghini has 333 cars on the US/Canada market. About 270 more cars listed since Sep 9, 2026. Asking prices are down about 2.4% over the last ~7 days (typical ask around $450,000).", "windows_available": [ "7d" ] }, "missing": [] }, "kpis": { "listing_count": 342, "median_ask": 500497, "median_miles": 5304, "by_model_family": { "Gallardo": { "count": 73, "median_ask": 149950, "median_miles": 19099 }, "Murcielago": { "count": 50, "median_ask": 536750, "median_miles": 13648 }, "Performante": { "count": 30, "median_ask": 370589, "median_miles": 14337 }, "Revuelto": { "count": 61, "median_ask": 679888, "median_miles": 671 }, "STO": { "count": 31, "median_ask": 502172, "median_miles": 4319 }, "SV": { "count": 28, "median_ask": 875039, "median_miles": 12608 }, "SVJ": { "count": 37, "median_ask": 1500790, "median_miles": 5272 }, "Temerario": { "count": 32, "median_ask": 452685, "median_miles": 781 } } }, "market_commentary": { "headline": "Lamborghini asking prices are down about 2.4%", "take_short": "Down 2.4% this week · 333 cars", "summary": "As of Sep 16, 2026, Lamborghini has 333 cars on the US/Canada market. About 270 more cars listed since Sep 9, 2026. Asking prices are down about 2.4% over the last ~7 days (typical ask around $450,000).", "windows_available": [ "7d" ] }, "source_csvs": [ { "path": "data/export/sources/daily/lamborghini-huracan-listings/2026-09-16.csv", "bytes": 22097, "sha256": "11f1230a48e3c0ed2e0d4d62de6a4625084bd5292f71f6409d417348c6297147", "row_count": 61, "project": "lamborghini-huracan-listings", "as_of": "2026-09-16" }, { "path": "data/export/sources/daily/lamborghini-aventador-sv-listings/2026-09-16.csv", "bytes": 21797, "sha256": "3edf02fe68ebf035c4fee7c825ad3bd5e908fb4cae0442eed05d54c922cfdca4", "row_count": 65, "project": "lamborghini-aventador-sv-listings", "as_of": "2026-09-16" }, { "path": "data/export/sources/daily/lamborghini-murcielago-gallardo-listings/2026-09-16.csv", "bytes": 74134, "sha256": "b1eca9ecd784d14c64661610bd703f1dccf839cc51667f4389d498ef501db386", "row_count": 216, "project": "lamborghini-murcielago-gallardo-listings", "as_of": "2026-09-16" } ], "daily_summaries": [ { "project": "lamborghini-huracan-listings", "as_of": "2026-09-16", "summary": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "total_listings": 61, "counts_by_variant": { "Performante_coupe": 24, "Performante_spider": 6, "STO_coupe": 31 }, "medians_by_variant": { "Performante_coupe": { "median_ask": 370240, "median_miles": 14094 }, "Performante_spider": { "median_ask": 392000, "median_miles": 29299 }, "STO_coupe": { "median_ask": 502172, "median_miles": 4319 } }, "variants": { "Performante_coupe": { "count": 24, "priced_count": 24, "with_mileage_count": 14, "median_asking_price_usd": 370240, "min_asking_price_usd": 159999, "max_asking_price_usd": 480076, "median_mileage_miles": 14094 }, "Performante_spider": { "count": 6, "priced_count": 6, "with_mileage_count": 3, "median_asking_price_usd": 392000, "min_asking_price_usd": 328991, "max_asking_price_usd": 411696, "median_mileage_miles": 29299 }, "STO_coupe": { "count": 31, "priced_count": 31, "with_mileage_count": 26, "median_asking_price_usd": 502172, "min_asking_price_usd": 411246, "max_asking_price_usd": 1997988, "median_mileage_miles": 4319 } }, "counts_by_source": { "Classic.com": 32, "Cars.com": 16, "CarGurus": 13 }, "sources_ok": { "Classic.com": true, "Cars.com": true, "CarGurus": true, "Hemmings": false, "duPont": false, "Autotrader": false, "BaT": false, "CarsAndBids": false, "dealers_direct": false }, "blockers": [ "Autotrader: page unavailable / blocked (~3.7KB shell page).", "Hemmings: search HTML lacks usable STO/Performante inventory cards for merge (few generic listing links).", "duPont Registry: search HTML lacked parseable listing cards (JS-rendered).", "BaT: model pages fetched; auction current-bid pages only (no fixed asking prices merged).", "Cars & Bids: search returned JS shell (~14KB); no listings merged.", "Cars.com keyword-only STO search historically returns 0; model filter huracan_sto used.", "Classic.com truncates many Performante VINs in listing URL slugs." ], "cargurus_merge": { "before": 48, "after": 61, "added": 13, "skipped_dup": 6, "skipped_norm": 0, "cargurus_input": 19 }, "vs_yesterday": { "Performante_coupe": { "yesterday_median_ask": 370240, "today_median_ask": 370240, "delta": 0, "pct": 0.0, "yesterday_n": 24, "today_n": 24 }, "Performante_spider": { "yesterday_median_ask": 392000, "today_median_ask": 392000, "delta": 0, "pct": 0.0, "yesterday_n": 6, "today_n": 6 }, "STO_coupe": { "yesterday_median_ask": 501042, "today_median_ask": 502172, "delta": 1130, "pct": 0.23, "yesterday_n": 30, "today_n": 31 } }, "striking_drops": [], "color_fill": { "exterior": 31, "interior": 17, "total": 61 }, "notes": [ "Models: Huracán STO + Performante only (coupe/spider).", "Excluded Evo/Tecnica/Sterrato/base LP580/LP610.", "Never invent price/year/miles; rounded Classic Nk mi left blank.", "Dedupe by VIN/URL; CarGurus added only if not already present (prefer non-CarGurus).", "Prefer US/Canada; location recorded as found.", "CarGurus via chrome --headless --dump-dom (zip=32801, delivery enabled); merge stats: {'before': 48, 'after': 61, 'added': 13, 'skipped_dup': 6, 'skipped_norm': 0, 'cargurus_input': 19}.", "Color fill: exterior=31/61, interior=17/61." ], "classic_meta": { "total": 33, "page_stats": { "STO_coupe": { "site_meta_for_sale": 20, "items_seen": 38, "pages_fetched": 2, "url": "https://www.classic.com/m/lamborghini/huracan/sto/?status=for_sale" }, "Performante_coupe": { "site_meta_for_sale": 10, "items_seen": 20, "pages_fetched": 2, "url": "https://www.classic.com/m/lamborghini/huracan/lp640-4-performante/?status=for_sale" }, "Performante_spider": { "site_meta_for_sale": 4, "items_seen": 8, "pages_fetched": 2, "url": "https://www.classic.com/m/lamborghini/huracan/lp640-4-performante-spyder/?status=for_sale" } }, "skip_counts": { "dedupe": 33 } } }, "error": null }, { "project": "lamborghini-aventador-sv-listings", "as_of": "2026-09-16", "summary": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "total_listings": 65, "overall_median_ask": 1201190, "overall_median_miles": 8262, "by_variant": { "SV_coupe": { "count": 21, "median_ask": 850478, "median_miles": 11292, "min_ask": 499900, "max_ask": 1200478 }, "SV_spider": { "count": 7, "median_ask": 1000075, "median_miles": 16008, "min_ask": 799996, "max_ask": 1499989 }, "SVJ_coupe": { "count": 23, "median_ask": 1395000, "median_miles": 5790, "min_ask": 930373, "max_ask": 3000000 }, "SVJ_spider": { "count": 14, "median_ask": 1599898, "median_miles": 4606, "min_ask": 1201190, "max_ask": 3000000 } }, "by_source": { "Cars.com": 24, "Classic.com": 23, "CarGurus": 18 }, "by_family": { "SV": 28, "SVJ": 37 }, "classic_count": 23, "carscom_count": 26, "cargurus_count": 36, "classic_meta": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "source": "Classic.com", "method": "Shell curl; status=for_sale market pages", "total_listings": 23, "skip_counts": { "dup_url": 23, "auction_no_ask_price": 2 }, "page_stats": { "classic_sv.html": { "cards": 8, "kept": 8 }, "classic_sv_p2.html": { "cards": 8, "kept": 0 }, "classic_sv_roadster.html": { "cards": 1, "kept": 1 }, "classic_sv_roadster_p2.html": { "cards": 1, "kept": 0 }, "classic_lp770_svj.html": { "cards": 7, "kept": 7 }, "classic_svj_p2.html": { "cards": 7, "kept": 0 }, "classic_lp770_svj_roadster.html": { "cards": 8, "kept": 7 }, "classic_svj_roadster_p2.html": { "cards": 8, "kept": 0 } } } }, "error": null }, { "project": "lamborghini-murcielago-gallardo-listings", "as_of": "2026-09-16", "summary": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "total_listings": 216, "overall_median_ask": 450042, "overall_median_miles": 1733, "by_variant": { "Gallardo_coupe": { "count": 38, "median_ask": 160550, "median_miles": 18875, "min_ask": 79433, "max_ask": 340075 }, "Gallardo_spider": { "count": 35, "median_ask": 135599, "median_miles": 21202, "min_ask": 94489, "max_ask": 419000 }, "Murcielago_coupe": { "count": 26, "median_ask": 536750, "median_miles": 15939, "min_ask": 170000, "max_ask": 1680200 }, "Murcielago_spider": { "count": 24, "median_ask": 569998, "median_miles": 13648, "min_ask": 259995, "max_ask": 950075 }, "Revuelto_coupe": { "count": 61, "median_ask": 679888, "median_miles": 672, "min_ask": 617589, "max_ask": 999998 }, "Temerario_coupe": { "count": 32, "median_ask": 452686, "median_miles": 781, "min_ask": 410035, "max_ask": 559970 } }, "by_source": { "Classic.com": 102, "Cars.com": 80, "CarGurus": 34 }, "by_family": { "Murcielago": 50, "Gallardo": 73, "Revuelto": 61, "Temerario": 32 }, "classic_count": 102, "carscom_count": 80, "cargurus_count": 34, "classic_meta": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "source": "Classic.com", "method": "Shell curl; status=for_sale market pages", "total_listings": 102, "skip_counts": { "non_usd_currency": 8, "auction_no_ask_price": 25, "dup_url": 51, "no_price": 6 }, "page_stats": { "classic_murcielago.html": { "cards": 9, "kept": 5 }, "classic_murcielago_p2.html": { "cards": 9, "kept": 0 }, "classic_murcielago_lp640.html": { "cards": 24, "kept": 17 }, "classic_murcielago_lp670.html": { "cards": 1, "kept": 0 }, "classic_murcielago_roadster.html": { "cards": 5, "kept": 3 }, "classic_murcielago_roadster_p2.html": { "cards": 5, "kept": 0 }, "classic_murcielago_lp640_roadster.html": { "cards": 18, "kept": 7 }, "classic_murcielago_base.html": { "cards": 0, "kept": 0 }, "classic_murcielago_all.html": { "cards": 0, "kept": 0 }, "classic_gallardo.html": { "cards": 24, "kept": 20 }, "classic_gallardo_p2.html": { "cards": 24, "kept": 17 }, "classic_gallardo_p3.html": { "cards": 1, "kept": 1 }, "classic_gallardo_spyder.html": { "cards": 17, "kept": 0 }, "classic_gallardo_spyder_p2.html": { "cards": 17, "kept": 0 }, "classic_gallardo_sl.html": { "cards": 3, "kept": 0 }, "classic_gallardo_lp570.html": { "cards": 0, "kept": 0 }, "classic_gallardo_lp560.html": { "cards": 2, "kept": 0 }, "classic_revuelto.html": { "cards": 24, "kept": 23 }, "classic_revuelto_p2.html": { "cards": 9, "kept": 9 } } } }, "error": null } ], "listings_embedded": false, "listing_count": 342 }, "ford": { "as_of": "2026-09-16", "listings_file": { "path": "data/export/brands/ford.json", "bytes": 47413, "sha256": "5f45d616339f3de3a0d1393300df45e29c1378a168a24213142603bfda7931bd", "listing_count": 48, "kpis": { "median_ask": 917986, "median_miles": 792, "by_model_family": { "Gen1": { "count": 30, "median_ask": 749900, "median_miles": 3796 }, "Gen2": { "count": 18, "median_ask": 1070000, "median_miles": 392 } } }, "source_csvs": [ { "path": "data/export/sources/daily/ford-gt-gen1-listings/2026-09-16.csv", "bytes": 14222, "sha256": "f170743453d64be1f10e03b25a42c675d99ac69ad95e694f14d8519cb7b3a0ee", "row_count": 48, "project": "ford-gt-gen1-listings", "as_of": "2026-09-16" } ], "market_commentary": { "headline": "Ford GT asking prices are down about 2.0%", "take_short": "Down 2.0% this week · 35 cars", "summary": "As of Sep 16, 2026, Ford GT has 35 cars on the US/Canada market. About 9 more cars listed since Sep 9, 2026. Asking prices are down about 2.0% over the last ~7 days (typical ask around $750,000).", "windows_available": [ "7d" ] }, "missing": [] }, "kpis": { "listing_count": 48, "median_ask": 917986, "median_miles": 792, "by_model_family": { "Gen1": { "count": 30, "median_ask": 749900, "median_miles": 3796 }, "Gen2": { "count": 18, "median_ask": 1070000, "median_miles": 392 } } }, "market_commentary": { "headline": "Ford GT asking prices are down about 2.0%", "take_short": "Down 2.0% this week · 35 cars", "summary": "As of Sep 16, 2026, Ford GT has 35 cars on the US/Canada market. About 9 more cars listed since Sep 9, 2026. Asking prices are down about 2.0% over the last ~7 days (typical ask around $750,000).", "windows_available": [ "7d" ] }, "source_csvs": [ { "path": "data/export/sources/daily/ford-gt-gen1-listings/2026-09-16.csv", "bytes": 14222, "sha256": "f170743453d64be1f10e03b25a42c675d99ac69ad95e694f14d8519cb7b3a0ee", "row_count": 48, "project": "ford-gt-gen1-listings", "as_of": "2026-09-16" } ], "daily_summaries": [ { "project": "ford-gt-gen1-listings", "as_of": "2026-09-16", "summary": { "snapshot_date": "2026-09-16", "timezone": "America/New_York", "total_listings": 48, "counts_by_family": { "Gen1": 30, "Gen2": 18 }, "medians_by_family": { "Gen1": { "median_ask": 749900, "median_miles": 3796 }, "Gen2": { "median_ask": 1070000, "median_miles": 392 } }, "counts_by_year": { "2005": 13, "2006": 17, "2017": 2, "2018": 1, "2019": 5, "2020": 6, "2021": 3, "2022": 1 }, "medians_by_year": { "2005": { "median_ask": 699900, "median_miles": 8166 }, "2006": { "median_ask": 750000, "median_miles": 1605 }, "2017": { "median_ask": 1024998, "median_miles": 982 }, "2018": { "median_ask": 2999975, "median_miles": 699 }, "2019": { "median_ask": 1045412, "median_miles": 1401 }, "2020": { "median_ask": 1082490, "median_miles": 160 }, "2021": { "median_ask": 1100000, "median_miles": 498 }, "2022": { "median_ask": 2200373, "median_miles": 17 } }, "overall": { "median_ask": 917986, "median_miles": 792, "min_ask": 429995, "max_ask": 2999975 }, "families": { "Gen1": { "count": 30, "priced_count": 30, "with_mileage_count": 22, "median_asking_price_usd": 749900, "min_asking_price_usd": 429995, "max_asking_price_usd": 1499888, "median_mileage_miles": 3796 }, "Gen2": { "count": 18, "priced_count": 18, "with_mileage_count": 15, "median_asking_price_usd": 1070000, "min_asking_price_usd": 749000, "max_asking_price_usd": 2999975, "median_mileage_miles": 392 } }, "years": { "2005": { "count": 13, "priced_count": 13, "with_mileage_count": 10, "median_asking_price_usd": 699900, "min_asking_price_usd": 429995, "max_asking_price_usd": 1150000, "median_mileage_miles": 8166 }, "2006": { "count": 17, "priced_count": 17, "with_mileage_count": 12, "median_asking_price_usd": 750000, "min_asking_price_usd": 499992, "max_asking_price_usd": 1499888, "median_mileage_miles": 1605 }, "2017": { "count": 2, "priced_count": 2, "with_mileage_count": 2, "median_asking_price_usd": 1024998, "min_asking_price_usd": 999995, "max_asking_price_usd": 1050000, "median_mileage_miles": 982 }, "2018": { "count": 1, "priced_count": 1, "with_mileage_count": 1, "median_asking_price_usd": 2999975, "min_asking_price_usd": 2999975, "max_asking_price_usd": 2999975, "median_mileage_miles": 699 }, "2019": { "count": 5, "priced_count": 5, "with_mileage_count": 4, "median_asking_price_usd": 1045412, "min_asking_price_usd": 749900, "max_asking_price_usd": 1599995, "median_mileage_miles": 1401 }, "2020": { "count": 6, "priced_count": 6, "with_mileage_count": 4, "median_asking_price_usd": 1082490, "min_asking_price_usd": 749000, "max_asking_price_usd": 1299990, "median_mileage_miles": 160 }, "2021": { "count": 3, "priced_count": 3, "with_mileage_count": 3, "median_asking_price_usd": 1100000, "min_asking_price_usd": 1025412, "max_asking_price_usd": 1299800, "median_mileage_miles": 498 }, "2022": { "count": 1, "priced_count": 1, "with_mileage_count": 1, "median_asking_price_usd": 2200373, "min_asking_price_usd": 2200373, "max_asking_price_usd": 2200373, "median_mileage_miles": 17 } }, "counts_by_source": { "Classic.com": 32, "Cars.com": 11, "CarGurus": 2, "Hemmings": 3 }, "source_raw_counts": { "Classic.com": 32, "Cars.com": 27, "Hemmings": 4, "duPont REGISTRY": 0, "Merlin Auto Group": 0, "CarGurus": 22 }, "dedupe_notes_count": 37, "dedupe_notes_sample": [ "vin dedupe keep existing 979995 (Classic.com) drop 979995 (Cars.com) vin=1FAFP90S95Y401413", "vin dedupe keep existing 779996 (Classic.com) drop 783076 (Cars.com) vin=1FAFP90S65Y401448", "vin dedupe keep existing 429995 (Classic.com) drop 429995 (Cars.com) vin=1FAFP90S05Y401185", "vin dedupe keep existing 749900 (Classic.com) drop 749900 (Cars.com) vin=1FAFP90S56Y401426", "vin dedupe keep existing 749900 (Classic.com) drop 749900 (Cars.com) vin=1FAFP90S86Y400870", "vin dedupe keep existing 869675 (Classic.com) drop 869900 (Cars.com) vin=1FAFP90S06Y401558", "vin dedupe keep existing 649500 (Classic.com) drop 649500 (Cars.com) vin=1FAFP90S76Y401265", "vin dedupe keep existing 569500 (Classic.com) drop 569500 (Cars.com) vin=1FAFP90S55Y400288", "vin dedupe keep existing 849999 (Classic.com) drop 850084 (Cars.com) vin=1FAFP90S05Y401512", "vin dedupe keep existing 879999 (Classic.com) drop 880084 (Cars.com) vin=1FAFP90S56Y400390", "vin dedupe keep existing 1499888 (Classic.com) drop 1499888 (Cars.com) vin=1FAFP90S36Y401991", "vin dedupe keep existing 1099980 (Classic.com) drop 1099980 (Cars.com) vin=2FAGP9DW2LH100166", "vin dedupe keep existing 1199995 (Classic.com) drop 1200220 (Cars.com) vin=2FAGP9DW7LH100101", "vin dedupe keep existing 1599995 (Classic.com) drop 1600790 (Cars.com) vin=2FAGP9CWXKH200242", "vin dedupe keep existing 999412 (Classic.com) drop 999412 (Cars.com) vin=2FAGP9CW2KH200137", "vin dedupe keep existing 1050000 (Classic.com) drop 1050250 (Cars.com) vin=2FAGP9CW8HH200068", "vin dedupe keep existing 599200 (Classic.com) drop 599200 (Hemmings) vin=1FAFP90S85Y401161", "cargurus skip existing VIN 1FAFP90S05Y401185 (prefer non-CarGurus)", "cargurus skip existing VIN 1FAFP90S65Y401448 (prefer non-CarGurus)", "cargurus skip existing VIN 1FAFP90S05Y401512 (prefer non-CarGurus)", "cargurus skip existing VIN 1FAFP90S65Y400736 (prefer non-CarGurus)", "cargurus skip POR/null price vin=1FAFP90S35Y402055", "cargurus skip POR/null price vin=1FAFP90S25Y400037", "cargurus skip existing VIN 1FAFP90S06Y401558 (prefer non-CarGurus)", "cargurus skip existing VIN 1FAFP90S56Y400390 (prefer non-CarGurus)" ], "skipped_por": 12, "sources_used": [ "CarGurus", "Cars.com", "Classic.com", "Hemmings" ], "sources_blocked_or_empty": [ "Autotrader (page unavailable / blocked)", "Cars & Bids (SPA shell; not merged)", "Canepa inventory (blocked/empty)", "duPont REGISTRY (403 Forbidden)" ], "cargurus": { "raw": 22, "added": 2, "deduped_against_existing": 14 }, "meta": { "classic": { "files": [ "classic_1st.html", "classic_1st_p2.html", "classic_2nd.html", "classic_2nd_p2.html", "classic_market.html", "classic_market_p2.html" ], "items_seen": 41, "skips": { "no_price": 1, "auction_skip": 6, "not_real_gt": 1, "year_out_of_range": 1 } }, "carscom": { "files": [ "carscom_gen1.html", "carscom_gen1_p2.html", "carscom_gen2.html", "carscom_gen2_p2.html" ], "unique_cards": 42, "priced_rows": 27, "skipped_por": 12, "skipped_not_gt": 3 }, "hemmings": { "vdps": 18, "skips": { "por_or_auction": 13, "replica": 1 }, "priced": 4 }, "dupont": { "error": "no initialDataCars" }, "merlin": { "raw": 0, "deduped": 0 }, "bat": { "active_ford_gt_urls": [ "https://bringatrailer.com/listing/2006-ford-gt-217/", "https://bringatrailer.com/listing/2005-ford-gt-244/" ], "active_gen1_urls": [ "https://bringatrailer.com/listing/2006-ford-gt-217/", "https://bringatrailer.com/listing/2005-ford-gt-244/" ], "count": 2 }, "cargurus": { "raw": 22, "added": 2, "deduped": 14 } }, "csv": "/home/box/agent-data/projects/ford-gt-gen1-listings/data/daily/2026-09-16.csv", "scrape_dir": "/workspace/ford-gt-scrape-2026-09-16", "data_quality_notes": [ "Ford GT Gen1 (2005–2006) + Gen2 (2017–2022); GT40 replicas excluded.", "POR / price=0 listings skipped; prices never invented.", "Classic.com rounded Nk mi left blank.", "US-focused; some Canada/EU Hemmings rows retained with location notes.", "Dedupe by listing_url and VIN; keep lowest ask." ], "vs_prior_day": { "prior_snapshot": "2026-09-15", "prior_total_listings": 47, "prior_overall_median_ask": 935993, "overall_median_ask_delta": -18007, "same_vin_price_drops": [ { "vin": "1FAFP90S05Y401512", "prior_ask": 869999, "current_ask": 849999, "drop_usd": 20000, "drop_pct": 2.3, "source": "Classic.com", "listing_url": "https://www.classic.com/veh/2005-ford-gt-1fafp90s05y401512-bnwx93W/" }, { "vin": "1FAFP90S56Y400390", "prior_ask": 899999, "current_ask": 879999, "drop_usd": 20000, "drop_pct": 2.22, "source": "Classic.com", "listing_url": "https://www.classic.com/veh/2006-ford-gt-1fafp90s56y400390-WbKNbmp/" } ], "striking_same_day_drop": false } }, "error": null } ], "listings_embedded": false, "listing_count": 48 } }, "brand_files": { "ferrari": { "path": "data/export/brands/ferrari.json", "sha256": "da4671952ee5d4c7db8af14b2a12f97fa14b1fdfb27eab818b4ad0f3adeb72f5", "bytes": 937673 }, "mclaren": { "path": "data/export/brands/mclaren.json", "sha256": "38c5dad95cd4bfaee64e6d6357364fcde3fc59fae7e99d11d6aa19c7c9ef10e9", "bytes": 302832 }, "lamborghini": { "path": "data/export/brands/lamborghini.json", "sha256": "37ec556e34fd07fb7fc80e554fdbfea065955aa7a201c65377abc7a57ed695fe", "bytes": 284984 }, "ford": { "path": "data/export/brands/ford.json", "sha256": "5f45d616339f3de3a0d1393300df45e29c1378a168a24213142603bfda7931bd", "bytes": 47413 } }, "market_commentary": { "available": true, "as_of": "2026-09-16", "generated_at": "2026-09-16T22:24:21.895616Z", "geography": "US + Canada only", "pointer": "data/export/sources/market-commentary/latest.json", "overall": { "headline": "Asking prices are down about 1.0% over the latest 7-day period", "take_short": "Asking prices are down about 1.0% over the latest 7-day period; about 1,130 more cars listed", "summary": "As of Sep 16, 2026, asking prices across Ferrari, McLaren, Lamborghini, and Ford GT are down about 1.0% over the latest 7-day period. About 1,130 more cars listed.", "windows_available": [ "7d", "14d" ] }, "brands": { "ferrari": { "headline": "Ferrari holding steady this week", "take_short": "Holding steady · 921 cars", "summary": "As of Sep 16, 2026, Ferrari has 921 cars on the US/Canada market. About 550 more cars listed since Sep 9, 2026. Asking prices are basically flat over the last ~7 days (typical ask around $439,274).", "windows_available": [ "7d", "14d" ] }, "mclaren": { "headline": "McLaren holding steady this week", "take_short": "Holding steady · 371 cars", "summary": "As of Sep 16, 2026, McLaren has 371 cars on the US/Canada market. About 300 more cars listed since Sep 9, 2026. Asking prices are basically flat over the last ~7 days (typical ask around $284,288).", "windows_available": [ "7d" ] }, "lamborghini": { "headline": "Lamborghini asking prices are down about 2.4%", "take_short": "Down 2.4% this week · 333 cars", "summary": "As of Sep 16, 2026, Lamborghini has 333 cars on the US/Canada market. About 270 more cars listed since Sep 9, 2026. Asking prices are down about 2.4% over the last ~7 days (typical ask around $450,000).", "windows_available": [ "7d" ] }, "ford": { "headline": "Ford GT asking prices are down about 2.0%", "take_short": "Down 2.0% this week · 35 cars", "summary": "As of Sep 16, 2026, Ford GT has 35 cars on the US/Canada market. About 9 more cars listed since Sep 9, 2026. Asking prices are down about 2.0% over the last ~7 days (typical ask around $750,000).", "windows_available": [ "7d" ] } } }, "auction_watch": { "available": true, "pointer": "data/export/sources/auction-watch/latest.json", "updated_at": "2026-09-16T22:23:57Z", "updated_at_et_note": "Sep 16, 2026 6:23pm ET", "venues": [ "Bring a Trailer", "duPont REGISTRY auctions", "Cars & Bids", "PCARMARKET", "SBX Cars", "Collecting Cars", "Hemmings Auctions", "RM Sotheby's" ], "lot_count": 33, "lots": [ { "url": "https://bringatrailer.com/listing/2018-ferrari-488-spider-50/", "source": "Bring a Trailer", "title": "No Reserve: 5k-Mile 2018 Ferrari 488 Spider", "year": 2018, "model": "488", "body": "Spider", "miles": 5000, "bid_or_ask": 302000, "bid_or_ask_display": "$302,000", "no_reserve": true, "ending_soon": true, "ends_at": "2026-09-17T17:00:00Z", "ends_at_note": "Thu Sep 17, 2026 1:00pm ET / 10:00am PT", "location": "Manitowoc, Wisconsin, USA", "notes": "Bid +$7,000 vs 10:42am prior ($295,000→$302,000). BaT no-reserve. Soft vs 488 spider ask median ~$418,601 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFF80AMA4J0237220", "exterior": "Bianco Avus", "interior": "Cuoio" }, { "url": "https://live.dupontregistry.com/auction/2018-ferrari-488spideravoriohistoricalpaint2440miles-4075", "source": "duPont REGISTRY auctions", "title": "2018 Ferrari 488 Spider | Avorio Historical Paint | 2,440 Miles", "year": 2018, "model": "488", "body": "Spider", "miles": 2440, "bid_or_ask": 313000, "bid_or_ask_display": "$313,000", "no_reserve": true, "ending_soon": true, "ends_at": "2026-09-17T19:30:24Z", "ends_at_note": "Thu Sep 17, 2026 3:30pm ET / 12:30pm PT (duPont endTime)", "location": "Lebanon, Tennessee, USA", "notes": "Bid flat vs 10:42am prior. Extra Campionario Avorio / Crema; duPont NR (hasReservePrice=False). Soft vs 488 spider ask median ~$418,601 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFF80AMA0J0234511", "exterior": "Avorio", "interior": "Crema" }, { "url": "https://bringatrailer.com/listing/2021-ferrari-812-gts-33/", "source": "Bring a Trailer", "title": "No Reserve: 484-Mile 2021 Ferrari 812 GTS", "year": 2021, "model": "812", "body": "GTS", "miles": 484, "bid_or_ask": 710000, "bid_or_ask_display": "$710,000", "no_reserve": true, "ending_soon": true, "ends_at": "2026-09-18T17:10:00Z", "ends_at_note": "Fri Sep 18, 2026 1:10pm ET / 10:10am PT", "location": "Santa Ana, California, USA", "notes": "Bid flat vs 10:42am prior. BaT no-reserve. Soft vs 812 spider ask median ~$899,888 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFF97CMA1M0264021" }, { "url": "https://live.dupontregistry.com/auction/2005-ferrari-f430giallomodena11kmiles-4089", "source": "duPont REGISTRY auctions", "title": "2005 Ferrari F430 | Giallo Modena | 11k Miles", "year": 2005, "model": "F430", "body": "Coupe", "miles": 11617, "bid_or_ask": 126000, "bid_or_ask_display": "$126,000", "no_reserve": true, "ending_soon": false, "ends_at": "2026-09-21T18:30:15Z", "ends_at_note": "Mon Sep 21, 2026 2:30pm ET / 11:30am PT (duPont endTime)", "location": "Lebanon, Tennessee, USA", "notes": "Bid flat vs 10:42am prior. F1 automated; duPont NR (hasReservePrice=False). Soft vs f430 coupe ask median ~$269,725 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFFEW58A150144034", "exterior": "Giallo Modena", "interior": "Black" }, { "url": "https://bringatrailer.com/listing/2021-lamborghini-aventador-lp770-4-svj-roadster-12/", "source": "Bring a Trailer", "title": "2021 Lamborghini Aventador LP770-4 SVJ Roadster", "year": 2021, "model": "Aventador SVJ", "body": "Roadster", "miles": null, "bid_or_ask": 1150000, "bid_or_ask_display": "$1,150,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-17T17:30:00Z", "ends_at_note": "Thu Sep 17, 2026 1:30pm ET / 10:30am PT", "location": "Naperville, Illinois, USA", "notes": "Bid +$37,889 vs 10:42am prior ($1,112,111→$1,150,000). Soft vs svj spider ask median ~$1,599,897 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "lamborghini", "vin": "ZHWUN6ZD0MLA10389" }, { "url": "https://bringatrailer.com/listing/2007-ferrari-f430-95/", "source": "Bring a Trailer", "title": "8k-Mile 2007 Ferrari F430 Spider", "year": 2007, "model": "F430", "body": "Spider", "miles": 8000, "bid_or_ask": 191000, "bid_or_ask_display": "$191,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-17T18:26:00Z", "ends_at_note": "Thu Sep 17, 2026 2:26pm ET / 11:26am PT", "location": "Indianapolis, Indiana, USA", "notes": "Bid flat vs 10:42am prior. Soft vs f430 spider ask median ~$275,103 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFFEW59A170155052", "exterior": "Rosso Corsa", "interior": "beige" }, { "url": "https://bringatrailer.com/listing/2014-ferrari-458-italia-15/", "source": "Bring a Trailer", "title": "8k-Mile 2014 Ferrari 458 Italia", "year": 2014, "model": "458", "body": "Coupe", "miles": 8000, "bid_or_ask": 301000, "bid_or_ask_display": "$301,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-17T18:37:00Z", "ends_at_note": "Thu Sep 17, 2026 2:37pm ET / 11:37am PT", "location": "Palm Beach, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 458 coupe ask median ~$459,900 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFF67NFA7E0203026", "exterior": "Rosso Corsa", "interior": "black" }, { "url": "https://bringatrailer.com/listing/1997-ferrari-f355-gts-19-2/", "source": "Bring a Trailer", "title": "1997 Ferrari F355 GTS 6-Speed", "year": 1997, "model": "355", "body": "GTS", "miles": 50000, "bid_or_ask": 180355, "bid_or_ask_display": "$180,355", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-17T18:49:00Z", "ends_at_note": "Thu Sep 17, 2026 2:49pm ET / 11:49am PT", "location": "Pompano Beach, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 355 gts ask median ~$384,997 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFFXR42A4V0106638", "exterior": "Modena Yellow", "interior": "black Connolly" }, { "url": "https://bringatrailer.com/listing/1999-ferrari-360-modena-69/", "source": "Bring a Trailer", "title": "15k-Mile 1999 Ferrari 360 Modena 6-Speed", "year": 1999, "model": "360", "body": "Coupe", "miles": 15000, "bid_or_ask": 125000, "bid_or_ask_display": "$125,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-17T19:44:00Z", "ends_at_note": "Thu Sep 17, 2026 3:44pm ET / 12:44pm PT", "location": "Novato, California, USA", "notes": "Bid +$9,640 vs 10:42am prior ($115,360→$125,000). Soft vs 360 coupe ask median ~$169,890 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFFYR51A1X0117465", "exterior": "Rosso Corsa", "interior": "Nero" }, { "url": "https://bringatrailer.com/listing/2020-ferrari-f8-tributo-20/", "source": "Bring a Trailer", "title": "3,600-Mile 2020 Ferrari F8 Tributo", "year": 2020, "model": "F8", "body": "Coupe", "miles": 3600, "bid_or_ask": 200000, "bid_or_ask_display": "$200,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-17T19:59:00Z", "ends_at_note": "Thu Sep 17, 2026 3:59pm ET / 12:59pm PT", "location": "Mount Kisco, New York, USA", "notes": "Bid flat vs 10:42am prior. Soft vs f8 coupe ask median ~$479,995 (daily CSV 2026-09-16). Ending within ~48h. Under ~$450k F8 watch band.", "brand": "ferrari", "vin": "ZFF92LLA1L0255107", "exterior": "Bianco Avus", "interior": "Nero DS two-tone" }, { "url": "https://bringatrailer.com/listing/2012-lamborghini-gallardo-lp570-4-superleggera-4/", "source": "Bring a Trailer", "title": "7k-Mile 2012 Lamborghini Gallardo LP570-4 Superleggera", "year": 2012, "model": "Gallardo", "body": "Coupe", "miles": 7000, "bid_or_ask": 259000, "bid_or_ask_display": "$259,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-18T17:15:00Z", "ends_at_note": "Fri Sep 18, 2026 1:15pm ET / 10:15am PT", "location": "Alpharetta, Georgia, USA", "notes": "Bid flat vs 10:42am prior. Vs gallardo coupe ask median ~$160,549 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "lamborghini", "vin": "ZHWGU7AJ9CLA11207", "exterior": "Verde Ithaca", "interior": "black Alcantara" }, { "url": "https://bringatrailer.com/listing/2006-ford-gt-217/", "source": "Bring a Trailer", "title": "Ex–Mac Davis 2006 Ford GT", "year": 2006, "model": "GT", "body": "Coupe", "miles": 6000, "bid_or_ask": 660000, "bid_or_ask_display": "$660,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-18T17:25:00Z", "ends_at_note": "Fri Sep 18, 2026 1:25pm ET / 10:25am PT", "location": "Vancouver, British Columbia, Canada", "notes": "CANADA + 50% US import tariff: raw $660,000 → ~landed $990,000. Bid +$145,000 vs 10:42am prior ($515,000→$660,000). Vs gen1 coupe ask median ~$749,900 after tariff (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ford", "vin": "1FAFP90S36Y401554", "exterior": "Midnight Blue stripe-delete", "tariff_landed_approx": 990000 }, { "url": "https://bringatrailer.com/listing/2018-ferrari-488-gtb-51/", "source": "Bring a Trailer", "title": "2018 Ferrari 488 GTB", "year": 2018, "model": "488", "body": "Coupe", "miles": 24000, "bid_or_ask": 150000, "bid_or_ask_display": "$150,000", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-18T19:06:00Z", "ends_at_note": "Fri Sep 18, 2026 3:06pm ET / 12:06pm PT", "location": "Rancho Cordova, California, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 488 coupe ask median ~$339,900 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFF79ALA1J0229711", "exterior": "Rosso Corsa", "interior": "Nero+Rosso" }, { "url": "https://bringatrailer.com/listing/2005-ferrari-f430-106/", "source": "Bring a Trailer", "title": "2005 Ferrari F430 Spider 6-Speed Conversion", "year": 2005, "model": "F430", "body": "Spider", "miles": 17000, "bid_or_ask": 133333, "bid_or_ask_display": "$133,333", "no_reserve": false, "ending_soon": true, "ends_at": "2026-09-18T19:50:00Z", "ends_at_note": "Fri Sep 18, 2026 3:50pm ET / 12:50pm PT", "location": "Pompano Beach, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs f430 spider ask median ~$275,103 (daily CSV 2026-09-16). Ending within ~48h.", "brand": "ferrari", "vin": "ZFFEW59A850143865", "exterior": "Blu Tour de France", "interior": "beige" }, { "url": "https://bringatrailer.com/listing/2019-ferrari-488-spider-28/", "source": "Bring a Trailer", "title": "12k-Mile 2019 Ferrari 488 Spider", "year": 2019, "model": "488", "body": "Spider", "miles": 12000, "bid_or_ask": 327000, "bid_or_ask_display": "$327,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-19T17:00:00Z", "ends_at_note": "Sat Sep 19, 2026 1:00pm ET / 10:00am PT", "location": "Myrtle Beach, South Carolina, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 488 spider ask median ~$418,601 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF80AMA8K0246701", "exterior": "Extra Range Matte Nero", "interior": "Nero+Rosso" }, { "url": "https://bringatrailer.com/listing/2003-ferrari-360-modena-63/", "source": "Bring a Trailer", "title": "2003 Ferrari 360 Modena", "year": 2003, "model": "360", "body": "Coupe", "miles": 27000, "bid_or_ask": 67000, "bid_or_ask_display": "$67,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-19T18:49:00Z", "ends_at_note": "Sat Sep 19, 2026 2:49pm ET / 11:49am PT", "location": "Largo, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 360 coupe ask median ~$169,890 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFFYU51A230130525", "exterior": "Rosso Corsa", "interior": "Nero" }, { "url": "https://bringatrailer.com/listing/2018-ferrari-488-gtb-50/", "source": "Bring a Trailer", "title": "2018 Ferrari 488 GTB", "year": 2018, "model": "488", "body": "Coupe", "miles": 38000, "bid_or_ask": 110000, "bid_or_ask_display": "$110,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-20T17:42:00Z", "ends_at_note": "Sun Sep 20, 2026 1:42pm ET / 10:42am PT", "location": "Ajax, Ontario, Canada", "notes": "CANADA + 50% US import tariff: raw $110,000 → ~landed $165,000. Bid +$40,000 vs 10:42am prior ($70,000→$110,000). Soft vs 488 coupe ask median ~$339,900 after tariff (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF79ALA1J0233953", "exterior": "Nero Daytona", "interior": "Rosso Ferrari", "tariff_landed_approx": 165000 }, { "url": "https://bringatrailer.com/listing/2022-ferrari-812-gts-34/", "source": "Bring a Trailer", "title": "1,700-Mile 2022 Ferrari 812 GTS", "year": 2022, "model": "812", "body": "GTS", "miles": 1700, "bid_or_ask": 625000, "bid_or_ask_display": "$625,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T17:20:00Z", "ends_at_note": "Mon Sep 21, 2026 1:20pm ET / 10:20am PT", "location": "Jonesboro, Arkansas, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 812 spider ask median ~$899,888 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF97CMA9N0282039" }, { "url": "https://bringatrailer.com/listing/2005-ford-gt-244/", "source": "Bring a Trailer", "title": "166-Mile 2005 Ford GT", "year": 2005, "model": "GT", "body": "Coupe", "miles": 166, "bid_or_ask": 561234, "bid_or_ask_display": "$561,234", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T17:30:00Z", "ends_at_note": "Mon Sep 21, 2026 1:30pm ET / 10:30am PT", "location": "Fresno, California, USA", "notes": "Bid +$1,234 vs 10:42am prior ($560,000→$561,234). Soft vs gen1 coupe ask median ~$749,900 (daily CSV 2026-09-16).", "brand": "ford", "vin": "1FAFP90S75Y401670", "exterior": "Mark IV Red" }, { "url": "https://bringatrailer.com/listing/1998-ferrari-f355-spider-72/", "source": "Bring a Trailer", "title": "27k-Mile 1998 Ferrari F355 Spider 6-Speed", "year": 1998, "model": "355", "body": "Spider", "miles": 27000, "bid_or_ask": 71000, "bid_or_ask_display": "$71,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T17:31:00Z", "ends_at_note": "Mon Sep 21, 2026 1:31pm ET / 10:31am PT", "location": "Emeryville, California, USA", "notes": "Bid +$645 vs 10:42am prior ($70,355→$71,000). Soft vs 355 spider ask median ~$229,999 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFFXR48A4W0111623", "exterior": "Rosso Corsa", "interior": "tan Connolly" }, { "url": "https://bringatrailer.com/listing/2016-ferrari-488-gtb-37/", "source": "Bring a Trailer", "title": "8k-Mile 2016 Ferrari 488 GTB", "year": 2016, "model": "488", "body": "Coupe", "miles": 8000, "bid_or_ask": 105000, "bid_or_ask_display": "$105,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T17:50:00Z", "ends_at_note": "Mon Sep 21, 2026 1:50pm ET / 10:50am PT", "location": "Pompano Beach, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 488 coupe ask median ~$339,900 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF79ALA1G0214280", "exterior": "Nero Daytona", "interior": "Nero" }, { "url": "https://bringatrailer.com/listing/2007-ferrari-f430-99/", "source": "Bring a Trailer", "title": "17k-Mile 2007 Ferrari F430 Spider", "year": 2007, "model": "F430", "body": "Spider", "miles": 17000, "bid_or_ask": 70000, "bid_or_ask_display": "$70,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T17:56:00Z", "ends_at_note": "Mon Sep 21, 2026 1:56pm ET / 10:56am PT", "location": "Pompano Beach, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs f430 spider ask median ~$275,103 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFFEW59A270155383" }, { "url": "https://bringatrailer.com/listing/2011-ferrari-458-italia-59/", "source": "Bring a Trailer", "title": "2011 Ferrari 458 Italia", "year": 2011, "model": "458", "body": "Coupe", "miles": null, "bid_or_ask": 175000, "bid_or_ask_display": "$175,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T19:31:00Z", "ends_at_note": "Mon Sep 21, 2026 3:31pm ET / 12:31pm PT", "location": "Costa Mesa, California, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 458 coupe ask median ~$459,900 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF67NFA6B0181533" }, { "url": "https://bringatrailer.com/listing/2007-ferrari-f430-98/", "source": "Bring a Trailer", "title": "8k-Mile 2007 Ferrari F430", "year": 2007, "model": "F430", "body": "Coupe", "miles": 8000, "bid_or_ask": 72000, "bid_or_ask_display": "$72,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-21T19:47:00Z", "ends_at_note": "Mon Sep 21, 2026 3:47pm ET / 12:47pm PT", "location": "Scottsdale, Arizona, USA", "notes": "Bid +$6,000 vs 10:42am prior ($66,000→$72,000). Soft vs f430 coupe ask median ~$269,725 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFFEW58A770151797" }, { "url": "https://bringatrailer.com/listing/2017-ferrari-f12berlinetta-13/", "source": "Bring a Trailer", "title": "12k-Mile 2017 Ferrari F12berlinetta", "year": 2017, "model": "F12", "body": "Coupe", "miles": null, "bid_or_ask": 275000, "bid_or_ask_display": "$275,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-22T17:27:00Z", "ends_at_note": "Tue Sep 22, 2026 1:27pm ET / 10:27am PT", "location": "Pompano Beach, Florida, USA", "notes": "Bid flat vs 10:42am prior. Soft vs f12 coupe ask median ~$579,949 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF74UFA0H0225249" }, { "url": "https://bringatrailer.com/listing/2016-ferrari-488-gtb-36/", "source": "Bring a Trailer", "title": "398-Mile 2016 Ferrari 488 GTB", "year": 2016, "model": "488", "body": "Coupe", "miles": 398, "bid_or_ask": 125000, "bid_or_ask_display": "$125,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-22T18:08:00Z", "ends_at_note": "Tue Sep 22, 2026 2:08pm ET / 11:08am PT", "location": "Green Bay, Wisconsin, USA", "notes": "Bid flat vs 10:42am prior. Soft vs 488 coupe ask median ~$339,900 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF79ALAXG0214729", "exterior": "Rosso Corsa / Nero DS roof", "interior": "Nero" }, { "url": "https://bringatrailer.com/listing/2005-lamborghini-murcielago-roadster-12/", "source": "Bring a Trailer", "title": "7k-Mile 2005 Lamborghini Murcielago Roadster 6-Speed Conversion", "year": 2005, "model": "Murciélago", "body": "Spider", "miles": 7000, "bid_or_ask": 275000, "bid_or_ask_display": "$275,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-22T20:49:00Z", "ends_at_note": "Tue Sep 22, 2026 4:49pm ET / 1:49pm PT", "location": "Carrollton, Texas, USA", "notes": "Bid +$25,000 vs 10:42am prior ($250,000→$275,000). Soft vs murcielago spider ask median ~$569,997 (daily CSV 2026-09-16).", "brand": "lamborghini", "vin": "ZHWBU26S85LA01673", "exterior": "Arancio Atlas" }, { "url": "https://bringatrailer.com/listing/2022-mclaren-765lt-spider-16/", "source": "Bring a Trailer", "title": "2022 McLaren 765LT Spider", "year": 2022, "model": "765LT", "body": "Spider", "miles": null, "bid_or_ask": 300000, "bid_or_ask_display": "$300,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-23T18:30:00Z", "ends_at_note": "Wed Sep 23, 2026 2:30pm ET / 11:30am PT", "location": "Scottsdale, Arizona, USA", "notes": "NEW this run. Soft vs 765lt spider ask median ~$849,999 (daily CSV 2026-09-16).", "brand": "mclaren", "vin": "SBM14SCA9NW765504" }, { "url": "https://bringatrailer.com/listing/2013-ferrari-458-spider-73/", "source": "Bring a Trailer", "title": "7k-Mile 2013 Ferrari 458 Spider", "year": 2013, "model": "458", "body": "Spider", "miles": null, "bid_or_ask": 215000, "bid_or_ask_display": "$215,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-23T18:49:00Z", "ends_at_note": "Wed Sep 23, 2026 2:49pm ET / 11:49am PT", "location": "West Chester, Pennsylvania, USA", "notes": "NEW this run. Soft vs 458 spider ask median ~$559,995 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF68NHA1D0191058" }, { "url": "https://bringatrailer.com/listing/2018-mclaren-570s-coupe-3/", "source": "Bring a Trailer", "title": "6k-Mile 2018 McLaren 570S MSO X", "year": 2018, "model": "570S", "body": "Coupe", "miles": null, "bid_or_ask": 55000, "bid_or_ask_display": "$55,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-23T19:09:00Z", "ends_at_note": "Wed Sep 23, 2026 3:09pm ET / 12:09pm PT", "location": "Costa Mesa, California, USA", "notes": "NEW this run. Soft vs 570s coupe ask median ~$139,993 (daily CSV 2026-09-16).", "brand": "mclaren", "vin": "SBM13DAA8JW570005" }, { "url": "https://bringatrailer.com/listing/2022-ferrari-f8-spider-31/", "source": "Bring a Trailer", "title": "3,600-Mile 2022 Ferrari F8 Spider", "year": 2022, "model": "F8", "body": "Spider", "miles": 3600, "bid_or_ask": null, "bid_or_ask_display": "—", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-23T19:33:00Z", "ends_at_note": "Wed Sep 23, 2026 3:33pm ET / 12:33pm PT", "location": "Hillsborough, North Carolina, USA", "notes": "NEW this run.", "brand": "ferrari", "vin": "ZFF93LMA9N0277984" }, { "url": "https://bringatrailer.com/listing/2024-ferrari-sf90-spider-4-2/", "source": "Bring a Trailer", "title": "2024 Ferrari SF90 Spider Assetto Fiorano", "year": 2024, "model": "SF90", "body": "Spider", "miles": 526, "bid_or_ask": 395000, "bid_or_ask_display": "$395,000", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-24T17:15:00Z", "ends_at_note": "Thu Sep 24, 2026 1:15pm ET / 10:15am PT", "location": "Newport Beach, California, USA", "notes": "Bid +$10,000 vs 10:42am prior ($385,000→$395,000). Soft vs sf90 spider ask median ~$612,147 (daily CSV 2026-09-16).", "brand": "ferrari", "vin": "ZFF96NMA1R0302952", "exterior": "Nero DS" }, { "url": "https://rmsothebys.com/auctions/s0926/lots/r0009-2006-ford-gt/", "source": "RM Sotheby's", "title": "2006 Ford GT (RM Sotheby's sealed bid)", "year": 2006, "model": "GT", "body": "Coupe", "miles": 1975, "bid_or_ask": null, "bid_or_ask_display": "Sealed / catalog", "no_reserve": false, "ending_soon": false, "ends_at": "2026-09-30T18:45:00Z", "ends_at_note": "Wed Sep 30, 2026 2:45pm ET / 11:45am PT (RM catalog timing)", "location": "United States (RM sale)", "notes": "Tier C catalog note: RM Sotheby's sealed-bid Ford GT still listed (Sep 30). Not a live public bid feed.", "brand": "ford" } ], "note": "33 live US/CA in-scope lots; dropped ended BaT 812 Superfast-33 / 360 Modena-110 / Gallardo-67 (+ earlier PCAR F430 Spider-4); skipped Japanese-Market 360 Spider-96; C&B API error_code 4; SBX SPA shell; Collecting Cars US page has DE/AU F430s only (skipped); Hemmings thin/no in-scope; PCAR no in-scope Active cars; duPont 599 Fiorano 4103 out of classic scope." }, "classic_backfill": { "available": true, "csv": { "path": "data/export/sources/backfill/classic_historical_90d.csv", "bytes": 507640, "sha256": "8c1adb620658500a724d289335d30e1a4bd7fd513d663202e15ad78d21f02de7", "row_count": 1503 }, "summary_json": { "path": "data/export/sources/backfill/classic_historical_90d_summary.json", "bytes": 29182, "sha256": "f94d84d12d2087ec5085fcf97e3eb5b7e0982ec72b2aa180bd3bc8a55b33cefe", "row_count": null }, "summary": { "window_start": "2026-06-17", "window_end": "2026-09-15", "timezone": "America/New_York", "source": "Classic.com", "geo_note": "Classic.com market pages not geo-filterable; kept all locations; non_US_Canada_location noted in notes; Brand takes prefer US/CA when location present", "total_rows_in_window": 1503, "counts_by_status": { "last_ask": 1157, "sold": 180, "off_market": 165, "unknown": 1 }, "counts_by_model_family": { "296": 201, "812": 104, "Gen1": 41, "Revuelto": 70, "720S": 76, "GT": 33, "SF90": 158, "570S": 57, "Aventador_SVJ": 17, "570GT": 9, "750S": 66, "Gallardo": 81, "Gen2": 16, "F12": 30, "Murcielago": 26, "Artura": 41, "488": 151, "600LT": 34, "F8": 98, "Huracan_STO": 36, "458": 102, "Huracan_Performante": 21, "Aventador_SV": 11, "765LT": 17, "675LT": 7 }, "generated_at": "2026-09-15T10:12:19.505740-04:00" } } }