Data readout · NHTSA ODI
Toyota check engine light by model
We pulled 19,782 Toyota owner complaints filed with the NHTSA (2012–2023, 9 models) and counted how many mention a check engine light. It's a truck story: the Tacoma leads at 8.8% — roughly 4× the Prius and Sienna.
| # | Model | CEL-mention rate | CEL / total | Top system |
|---|---|---|---|---|
| 1 | Tacoma | 8.8% | 161 / 1,837 | Engine (60) |
| 2 | Tundra | 6.2% | 98 / 1,588 | Engine (38) |
| 3 | Camry | 5.1% | 161 / 3,182 | Power train (45) |
| 4 | Highlander | 4.9% | 143 / 2,941 | Power train (41) |
| 5 | Corolla | 3.5% | 87 / 2,509 | Power train (24) |
| 6 | RAV4 | 2.9% | 117 / 4,006 | Electrical (33) |
| 7 | 4Runner | 2.7% | 18 / 660 | Electrical (8) |
| 8 | Prius | 2.2% | 41 / 1,869 | Engine (9) |
| 9 | Sienna | 2.2% | 26 / 1,190 | Power train (10) |
What the data shows
Toyota's trucks lead the pack. The Tacoma (8.8%) and Tundra (6.2%) are far more likely to have a complaint that mentions a check engine light than the cars and hybrids — the Prius and Sienna sit at just 2.2%. And the trucks fail differently: their CEL complaints are dominated by engine and fuel-system issues, while the Camry, Highlander and Corolla lean toward power-train and electrical. That tracks with what we see in the Tacoma TRAC OFF + check-engine cluster (secondary-air-injection codes like P2440), and with the broader Toyota TRAC OFF picture.
How we measured this
Source: the public NHTSA Office of Defects Investigation (ODI) complaints database via api.nhtsa.gov, model years 2012–2023. For each model we counted every complaint, then the subset whose summary text mentions a check engine light (or "engine light", "MIL", "malfunction indicator"). The CEL-mention rate is that subset divided by the model's total complaints; "top system" is the most-cited NHTSA component category among those CEL complaints.
Read this honestly: the mention rate is a share of complaints, not a per-vehicle failure rate. Raw complaint volume tracks how many of each model are on the road, and drivers self-select what they report. Treat it as where check-engine chatter concentrates across Toyota's lineup — not as "model X breaks Y% of the time".
Data pulled 2026-06-30 · NHTSA Office of Defects Investigation (ODI) complaints, api.nhtsa.gov. Independent reference, not affiliated with NHTSA or Toyota.