VIN-keyed salvage-auction training corpus

VIN-keyed salvage-auction training corpus: 46.1M+ Copart and IAAI lots, each joined to its full walkaround photo set (525M+ images, median 11 per lot), a normalised damage class from a ~30-class taxonomy (~44M lots labelled), repair-cost estimate plus pre-loss retail/ACV value on ~4.4M lots, and — the distinctive layer — post-auction outcome linkage on ~561,000 VINs recording whether and when the same car reappeared in a retail listing with asking price, mileage, seller and location. Delivered as CSV/Parquet/JSON/API to the buyer's warehouse.

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Sample

Brickroad customers

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Coverage

Universe, instruments and categories.

Industry: Financial Exchanges & DataApplication Software
Instruments: equities
Categories

Dataset card

Type: not stated
Format: Multimodal — JPEG imagery (typically 1280×960, 640×480 on older lots, 5,000+ px panoramas on some) joined by manifest to tabular lot records; CSV, Parquet, JSON and API delivery
Volume: 46.1M+ auction lots · 525M+ auction photos · ~44M lots damage-classed · ~4.4M lots with repair estimate + ACV · ~561,000 VINs with a linked retail outcome; within the wider catalogue 342M+ listing records, 46.3M+ registration/ownership records and 2.57B+ vehicle images at 1M+ new listings per day
Users: ~50-500 licensed accounts (inferred: dealer-login product plus data/licence customers on period, perpetual or API terms; sold B2B through a remote-first single-employee operation rather than a consumer base)
History: 5 years
Update frequency: not stated
Growth: Active — new Copart and IAAI lots land daily, totals refresh weekly, and the damage-class and repair-estimate breakdowns are dated August 2026 (two months before observation); an MCP endpoint and AI-assistant access path indicate current product investment
Launched: ~2021-2023 (inferred: collection archive opens June 2021, which bounds when data operations began; the dealer-facing product and licence catalogue postdate that, and the company is a 1-person remote-first venture with no disclosed funding)
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

supplier index read from their site