Buying used

How to Use Complaint Data to Pick the Right Model Year

NHTSA complaint data can flag problem model years, if you read it right. How to compare years, weigh components and avoid the traps of raw complaint counts.

By CarManager editorial teamUpdated 8 min read
On this page· 10 sections

"Which years should I avoid?" is one of the first questions people ask when shopping for a used car. The best free evidence is the database of owner complaints filed with the National Highway Traffic Safety Administration (NHTSA). It is large, public and organized by component, but it is easy to misread.

This guide explains what NHTSA complaint data is, how to compare model years fairly, which patterns actually mean something and how to turn the data into a short list.

What NHTSA complaint data is

When an owner thinks their vehicle has a safety-related defect, they can file a report with NHTSA's Office of Defects Investigation (ODI). Each complaint includes the vehicle's make, model and year, the components involved (for example "Engine," "Electrical system" or "Service brakes"), a written description, and flags for crashes, fires, injuries and deaths. NHTSA uses these reports to spot trends and open investigations that can lead to recalls.

Our research pages pull this data for each make, model and year and group it by component, alongside recalls and safety ratings.

The big trap: raw counts

The most common mistake is to look at total complaints per year and pick the year with the lowest number. That misleads for several reasons:

  • Sales volume. A best-selling model will collect more complaints than a niche one simply because there are more of them on the road.
  • Age. Older model years have had more time to collect complaints. A one-year-old model will almost always look "better" than a five-year-old one.
  • Publicity. A widely reported recall or news story can trigger a wave of complaints, including duplicates.
  • Who files. Complaints skew toward safety-related failures and toward owners who know NHTSA exists.

So use counts to compare sibling years of the same model and generation, and look at what owners are complaining about, not just how many.

Step 1: Compare years within a generation

A model generation (a redesign cycle) usually lasts about five to seven years. Within a generation, the platform, engines and transmissions are similar, so a big jump in complaints in one year is more meaningful.

Look for:

  • The first year of a new generation. Launch years often carry more complaints because early production issues get fixed in later years. This pattern is common but not universal.
  • The first year of a new engine or transmission. Even mid-generation, a new powertrain can bring its own teething problems.
  • A spike that falls off the following year, which often points to a specific defect that was corrected in production.

On a model hub such as the Honda Accord page, the complaints-by-year chart lets you see this at a glance before you drill into a year.

Step 2: Look at components, not totals

Not all complaints are equal. A year with many complaints about infotainment glitches is a very different risk from a year with fewer but more serious complaints about the transmission or engine.

Component typeHow much to weigh itWhy
Engine, power train, fuel systemHighExpensive repairs; can cause stalling at speed
Steering, service brakes, suspensionHighDirectly safety-related
Air bags, seat beltsHighOften lead to recalls; check recall status
Electrical systemMedium to highCan range from a nuisance to a stall or fire risk
Forward collision avoidance, lane assistMediumPhantom braking and false alerts can be a real safety concern
Visibility, structure, latchesVariesRead the descriptions
Infotainment, "unknown or other"LowerAnnoying, usually not costly or safety-critical
  • Engine, power train, fuel system
    How much to weigh it
    High
    Why
    Expensive repairs; can cause stalling at speed
  • Steering, service brakes, suspension
    How much to weigh it
    High
    Why
    Directly safety-related
  • Air bags, seat belts
    How much to weigh it
    High
    Why
    Often lead to recalls; check recall status
  • Electrical system
    How much to weigh it
    Medium to high
    Why
    Can range from a nuisance to a stall or fire risk
  • Forward collision avoidance, lane assist
    How much to weigh it
    Medium
    Why
    Phantom braking and false alerts can be a real safety concern
  • Visibility, structure, latches
    How much to weigh it
    Varies
    Why
    Read the descriptions
  • Infotainment, "unknown or other"
    How much to weigh it
    Lower
    Why
    Annoying, usually not costly or safety-critical

Read a sample of the complaint descriptions for the top components. You will quickly see whether owners are describing one repeating failure ("transmission shudders at 20 mph," "oil level rising") or a spread of unrelated issues.

Step 3: Check crash, fire and injury flags

Each complaint can be flagged for a crash, fire, injury or death. A model year with an unusual number of fire-flagged complaints in one component is worth taking seriously, even if total complaints are modest. Our year pages show these counts beside the component breakdown.

Step 4: Cross-check recalls and investigations

Complaint patterns often lead to recalls. For any year that stands out:

  1. Check its recalls on our recall pages or the year's research page.
  2. Look at whether the recall covers the same component owners are complaining about.
  3. If there is a recall, the fix is free at a dealer. A car with the recall completed may be a fine buy. Check completion for the specific VIN on NHTSA's recall lookup (opens in a new tab).
  4. If complaints are high but there is no recall, the problem may not be considered a safety defect, or it may still be under review. That means owners may be paying for the repair themselves.

Step 5: Look at the timeline and mileage

Two more clues are often in the complaint text:

  • When complaints were filed. Complaints that keep arriving years after the model came out suggest a wear-out problem that gets worse with age and mileage.
  • Mileage at failure. Many owners mention it. A failure that clusters around 60,000 to 100,000 miles matters a lot if you are looking at a car with 55,000 miles on it. Mileage is often missing, so treat it as a hint.

Turning data into a decision

Put it together into a simple shortlist:

SignalInterpretation
A year with clearly more complaints than its siblings, concentrated in engine or transmissionStrong candidate to avoid, unless records show the repair was done
A launch year with a spike that drops the next yearPrefer the later years of the generation
High complaints in one component, matching a completed recallPossibly fine if the VIN shows the recall done
Complaints spread thinly across many componentsNo clear pattern; rely on inspection and records
Very few complaints, but a young or low-volume modelNot enough data to conclude much
  • A year with clearly more complaints than its siblings, concentrated in engine or transmission
    Interpretation
    Strong candidate to avoid, unless records show the repair was done
  • A launch year with a spike that drops the next year
    Interpretation
    Prefer the later years of the generation
  • High complaints in one component, matching a completed recall
    Interpretation
    Possibly fine if the VIN shows the recall done
  • Complaints spread thinly across many components
    Interpretation
    No clear pattern; rely on inspection and records
  • Very few complaints, but a young or low-volume model
    Interpretation
    Not enough data to conclude much

Then narrow it down with the specific car:

Contributing back

If you own a car with a safety problem, filing your own report helps the next buyer and helps NHTSA spot defects. See our guide to filing a safety complaint with NHTSA or go directly to NHTSA's report form (opens in a new tab).

Frequently asked questions

Does a high number of complaints mean a car is unreliable?

Not necessarily. Popular models collect more complaints because more of them are on the road, and complaints are not adjusted for sales. Compare years within the same model and generation, and focus on serious components.

Are the first years of a redesign always worse?

Not always, but launch years often show more complaints, and problems are frequently fixed in later production. If the data shows that pattern for the model you want, a later year of the same generation is usually a safer choice.

What is the difference between a complaint and a recall?

A complaint is a report from an owner. A recall is a formal action by the manufacturer, often after NHTSA review, to fix a safety defect for free. Many recalls start with a pattern of complaints.

Can I trust complaint sites other than NHTSA?

Other sites collect their own owner reports, which can be useful, but their samples are often smaller and self-selected. NHTSA's database is the official public record and is usually much larger for popular models.

How many complaints is "too many" for a model year?

There is no universal threshold, because sales volume differs. What matters is how a year compares with its siblings, which components are involved, and whether the problem is serious and unrepaired.

Related tools

General guidance, not professional advice. Intervals, specifications and legal requirements vary by vehicle, manufacturer and state: your owner’s manual, a qualified mechanic and your state agency come first. Costs mentioned are estimates. Our data sources.

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