Docs/The math

Vehicle buckets

TL;DR: A salvage Lexus and a salvage Toyota don’t lose value the same way. Buckets are how AuctionMate handles that — five depreciation classes that adjust title-brand discounts based on the vehicle’s parts ecosystem and resale demographic.


The five buckets

Bucket Vibe Examples
A Work / utility — high parts availability, broad mechanic familiarity, depreciation curve close to flat Ford F-150, Ram 1500, Toyota Tacoma, work vans, Rivian R1T
B Mainstream — the default for most cars on the road Toyota Camry, Honda Civic, Honda Accord, Nissan Altima, Hyundai Sonata
B+ Accessible luxury — premium brand, mainstream parts ecosystem Lexus RX, Acura MDX, Audi Q5, mainstream Mercedes
C European luxury — premium parts cost, narrower mechanic pool BMW 7-Series, Mercedes S-Class, Audi A8
D Exotic — collector market, parts scarcity drives extreme depreciation when titles are branded Porsche, Ferrari, Lamborghini, McLaren

If a make/model isn’t recognized, the math defaults to B (mainstream).

Why buckets exist

When you apply one flat discount to every salvage title — say, "every salvage car loses 45% of clean retail" — you understate the cost of repairing a C-bucket BMW (where every replacement headlight is $1,400) and overstate the cost of repairing an A-bucket F-150 (where the entire bumper assembly is $200 from a wrecking yard).

The result of a flat discount:

  • Underbids on A-bucket trucks (you walk away from money on the table)
  • Overbids on C-bucket luxury (you discover the recon math after you’ve already paid)

Buckets fix this by adjusting the title-brand discount per class. A salvage A-bucket truck loses less of its value than a salvage C-bucket sedan — which matches what actually happens when you put them through a rebuild and resell them.

Where buckets affect the math

Buckets adjust the title-brand discount when the title is anything other than Clean. They affect:

  • Adjusted retail — what the car can realistically resell for
  • The verdict — Strong Margin / Thin Margin / Below Cost / Parts Only depend on margin, which depends on adjusted retail
  • The margin — C-bucket and D-bucket cars reach a thin margin sooner because their reconditioning is more expensive

Buckets do not affect:

  • The verdict math for Clean-title cars (no title discount applied)
  • Your buyer fee (set by the auction’s tier table)
  • Shipping (set by zone)

Overrides

For most cars, the auto-detected bucket is what you want. You can override the bucket per lot when you know the car better than the default — a 25-year-old Nissan Skyline GT-R isn’t a B-bucket Sentra; its parts demographics are closer to D-bucket exotic.

Updates

The bucket discounts are reviewed as we learn more. Public defaults change at most once per quarter and are announced on this page.

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