How we read the data

Methodology

Every reliability verdict on LaPince is an aggregate of third-party reports — we do not test parts ourselves. This page explains what the badges mean, how many reports it takes before we trust a verdict, and where the citations come from.

Reliability

What the four badges mean

Generally reliable
Enough accepted reports to judge, and the failure rate stays low. No recurring structural problems across the sample.
Watch — minor issues
Minor or non-structural issues show up often enough to flag — fit niggles, finish wear, the odd warranty claim — but nothing that ends a ride.
Known issues
Recurring or structural failures across multiple units. The pattern is consistent enough that it is unlikely to be user error.
Insufficient data
Fewer than five accepted reports. We have a verdict-shaped placeholder, not a verdict — treat it as "not yet enough data".
Sample size

When a verdict counts

A component needs at least five accepted reports before we publish a substantive verdict. Below that threshold the component renders the thin badge — "insufficient data" — regardless of how positive or negative the handful of reports looks. Small samples swing wildly, so we would rather say "not yet" than mislead.

"Accepted" matters: a report only counts once a moderator has reviewed it. Spam, duplicates, and reports we cannot corroborate never reach the sample.

Citations

Where the evidence comes from

Every quote, spec, and failure mode is tagged with its source so you can weigh it yourself. These are the labels you will see across the catalog:

MFR
Manufacturer
ED
Editorial review
RDT
r/Velo
WW
weightweenies
BR
bikeradar
USR
User submission
BUL
Service bulletin