Market notes

Identity3 min read

What a VIN tells you, and what it hides

Seventeen characters identify a truck. Five of them carry the specification, the rules say what those five must encode, and none of them says what the truck is worth.

Every truck sold in the United States since 1981 carries a seventeen-character vehicle identification number, the VIN. It is the first thing any valuation reads and the thing most people over-trust. Here is what it actually encodes, character by character, and what it leaves for someone to find out another way.

PositionsNameWhat it carriesWhat it does not
1 to 3World manufacturer identifierWho built it and where in the worldWhich plant, which model
4 to 8Vehicle descriptor sectionFor trucks, the rule requires this section to encode make, model or line, series, cab type, engine type, brake system and gross vehicle weight rating classAxle ratio, transmission, sleeper size, suspension, wheelbase, horsepower rating, the body bolted on behind the cab
9Check digitArithmetic proof that the other sixteen were typed correctlyAnything about the truck
10Model yearThe model year, on a thirty-year cycle of letters and digitsThe build date or the emissions era, which can differ from the model year
11PlantThe assembly plantNothing more
12 to 17SerialA sequence numberNothing more
The seventeen positions of a VIN under federal rule 49 CFR Part 565, and what each one can and cannot tell a valuation.

The five that matter, and the correction

A common belief in the trade is that the middle five characters are whatever the maker wants them to be. That is half true. Each maker chooses its own codes, but for trucks the federal rule mandates what those codes must cover: make, line, series, cab type, engine type, brake system and weight class. So a decoder can lean on the VIN for cab type and engine family more than folklore suggests, and it still cannot get axle ratio, sleeper size or transmission from it, because the rule never asked for them.

The free federal decoder, NHTSA's vPIC, returns the weight class as a band rather than a number, and it will decode a mistyped VIN while flagging the problem with an error code. That code is worth reading. A decode that succeeded with a warning is not the same as a decode that succeeded.

Reading the plate: one in ten is wrong

The VIN lives on a plate in the door jamb and on the dash, and the natural thing is to photograph it. The one open benchmark for reading VINs from photographs, five thousand images run through a fine-tuned recogniser, got the whole seventeen characters right about 90 percent of the time end to end. Outdoor light, water stains, non-standard fonts and a tilted camera explain most of the misses. Ninety percent sounds good until you notice it means one wrong truck in ten, and a wrong VIN pulls the wrong comparables silently.

The defence is cheap and threefold. The check digit must add up. The federal decoder must return a truck without an error code. And a person confirms the string once, with positions nine and ten highlighted, because those are where a misread does the most damage. Only then does the VIN become a fact.

Title and recall records: one is full of holes, one is complete

Two public records attach to a VIN. The national title database, NMVTIS, covers about 87 percent of the vehicle population and says plainly that it "may not currently include commercial vehicles" where a state titles them outside its main system. A clean result on a class 8 tractor therefore means "no brand found," never "clean title," and the hit rate has to be measured state by state. The federal recall database is the opposite: free, complete, and detailed for heavy trucks. A 2020 Freightliner Cascadia returns 21 campaigns, a 2019 Kenworth T680 nine, a 2019 Volvo VNL eight.

A VIN is a birth certificate, not a résumé. It tells you who made the truck and roughly what it was born as. Everything that happened since is somewhere else.

Sources opened

  1. 149 CFR Part 565, vehicle identification number requirements · The mandated content of the vehicle descriptor section for trucks
  2. 2NHTSA vPIC decoder API · Weight class bands and error codes on decode
  3. 3Mindee, VIN extraction with docTR · About 90 percent end-to-end exact match on 5,000 VIN photographs
  4. 4NMVTIS frequently asked questions · Commercial vehicles may be missing where a state titles them separately
  5. 5NMVTIS for consumers · About 87 percent of the vehicle population covered
  6. 6NHTSA recalls API, 2020 Freightliner Cascadia · 21 campaigns returned for one model year

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