Federal complaint record · Toyota Corolla · model year 2023

2023 Toyota Corolla

Owners submitted 71 federal complaint reports about this model year, placing it at the 47th percentile for complaint intensity within its 2021 to 2025 compact sedan cohort. The largest reported component group is other. Sample sizes and limitations are shown below.

Other · 16% · group n = 18Driver assistance · 15% · group n = 17Steering · 14% · group n = 16Electrical · 12% · group n = 14Engine · 11% · group n = 13
71
Complaint records on file
16%
Of classified component reports name other · group n = 18
47th
Complaint-intensity percentile in a cohort of 29 model years

Other · 2 in ten classified complaints

Where this record concentrates

All failure files
Component group 01 · Other16%

Other reports

Toyota Corolla · model year 2023

Reports in this group18
Share of classified reports16%
Component groups on file6
Open the failure files

From the record · recurring narrative clusters

What recurring complaint clusters describe

How clusters are built
Steering effort · 15 reports

Reports describe steering effort or control concerns

Cluster 1 of 32023 Toyota Corolla
Brake performance · 9 reports

Reports describe braking performance concerns

Cluster 2 of 32023 Toyota Corolla
Fire or smoke · 5 reports

Reports describe smoke, burning smells, or fire

Cluster 3 of 32023 Toyota Corolla

Cluster summaries paraphrase recurring symptoms reported to NHTSA. They are aggregate descriptions, not individual verbatim reports.

Records through 2026-07-19Published 2026-08-02 · Updated 2026-07-19

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NHTSA consumer complaint records can reveal recurring patterns across published model years. MotorCensus summarizes those records as one complaint-signal index, with a 95% interval and sample size, updated with each data snapshot.

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