Compare detectors
Compare on the same datasets, with the same denominator.
ScopeAll languagesPII + secrets41 datasets227,466 normalized annotationsPooled annotations2026-09-19
Dataset slice
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Comparison uses only datasets available to every selected detector. The current selection is shareable from the URL.
41 shared datasets · 227,466 normalized gold annotations · Known training-source overlaps excluded
gliner2-fastino
79.86%fully hidden
Detected / any overlap86.81%
Extra masking5.88%
Character F10.763
CPU s / 10k chars14.93
Untouched13.19%
Gold annotations227,466
pplx
74.92%fully hidden
Detected / any overlap79.05%
Extra masking11.42%
Character F10.716
CPU s / 10k chars9.94
Untouched20.95%
Gold annotations227,466
Coverage vs extra masking
Same shared dataset intersection
Characters masked in unannotated rows →
Coverage vs CPU speed
Speed uses saved reference measurements with detector-specific workloads; quality uses the shared dataset intersection
Saved reference CPU throughput · workloads differ · characters / second →
Full hiding by data type
Same dataset intersection for every column. Each cell retains its own annotation count.
| Data type | Gold annotations | gliner2-fastino | pplx |
|---|---|---|---|
| Passwords, keys & tokens | 6,870 | ||
| Logins & usernames | 11,382 | ||
| Bank accounts & cards | 5,253 | ||
| Documents & identifiers | 15,034 | ||
| People's names | 65,736 | ||
| Phone numbers & email | 21,981 | ||
| Addresses & locations | 39,602 | ||
| Dates & times | 5,502 | ||
| Organizations | 19,274 | ||
| Network identifiers | 25,631 | ||
| Customer & employee IDs | 7,994 | ||
| Other sensitive attributes | 3,207 |