Zero complaints does not always mean an empty record
- Zero complaints; other records present155
- Zero in all three record counts22
Finding 01
The empty complaint cell is the beginning of a question
In the 2026-09-03 snapshot, 177 of 2,742 mapped model-years have zero complaint reports. Of those, 155, or 87.6%, still have at least one recall-campaign or manufacturer-communication record. Only 22 are zero across all three counts.
This is a finding about the records joined to this site. It does not establish that every vehicle in the first group has a defect or that vehicles in the second group are problem-free. A manufacturer communication may concern service guidance rather than a widespread failure. A recall campaign requires its own scope check.
Do not end research because the complaint total is zero. Open the recall record, inspect the communication categories and check whether the information applies to the exact vehicle you are considering. Our downloadable file lets you identify the rows behind this result.
Finding 02
New model years have had less time to accumulate reports
The latest model year here is 2026. It includes 238 mapped records, 65 of which show zero complaints. Counts describe the downloaded snapshot. Its date is not an incident cutoff, and the records do not cover each vehicle's full service life.
Comparing a new vehicle with one that has spent years in service mixes different exposure periods. More cars on the road, higher accumulated mileage and more time for reports to arrive can all change a count. This dataset does not contain the registration and mileage denominators needed to normalize those differences.
That is why the calculator does not convert complaint counts into a failure probability or a warranty-worthiness percentage. A visually precise score would not repair the missing denominator. It would conceal it.
Finding 03
Ranks can add certainty the source never supplied
425 model-year records share their complaint total with another year of the same model. Silently ordering tied counts creates a false distinction. Zero-count and single-year comparisons are especially uninformative.
Our vehicle briefs mark ties, suppress unhelpful ranks and label partial-year data. Ordering is still a count comparison within a model, not a reliability ranking across brands. Complaint severity and the number of affected vehicles are not interchangeable with the number of reports.
Keep three decisions separate: whether the vehicle deserves further inspection, whether a repair belongs under a recall or existing warranty, and whether a new service contract has useful terms. A complaint record can help frame the first question. It cannot answer all three.
Reproduce the result
Method, sample and exclusions
- Use every mapped model-year, including sparse rows that may be excluded from search indexing.
- Select complaint count = 0. Partition by whether recalls > 0 or communications > 0.
- A tie requires another year of the same model with the same complaint count.
- Downloads contain aggregate counts, not personal reports. The same campaign or communication can apply to several model-years.
What this does not establish
- No sales, fleet-size, mileage or time-in-service denominator is available.
- Zero may reflect sparse reporting or source-matching gaps.
- Recall counts do not establish VIN applicability or completed repairs.
The download has 2,742 data rows plus a header, generated from the same inputs as this page. Dates and units appear in the column names or source ledger. Blank fields mean unavailable.
CSV column definitions
makemodelmodel_yearcomplaint_reportsrecall_campaignsmanufacturer_communicationszero_complaints: 1 = yes; 0 = noother_records_present: 1 = yes; 0 = nocomplaint_count_tied_within_model: 1 = yes; 0 = nosource_snapshot_date
Configuration counts measure matched source rows, not unique trims or VINs. Issue counts measure sitemap routes, not independent failures.
Sources and correction record
- NHTSA bulk data and definitions · source or review date 2026-09-03
- Check an individual vehicle's recalls · source or review date 2026-09-04
Version 1, published 2026-09-04. No corrections recorded. To challenge a figure, email me@autowarranty.autos with the row, page and supporting source.
Our calculations and explanatory charts may be cited with a link to this report. Underlying data retains its source terms. Download availability is not a grant of third-party content rights.