95.8%

Of people's identifiers found in company records

On the 6 exports of PrivacyBench v2.5 (Tonic.ai, revision of 2026-10-15) that people annotated by hand, 5,198 email and Slack messages and 656 document pages, none of them read while the rules were written: 19,242 of the 20,080 marked names, email addresses, usernames, phone numbers, street addresses, employee ids, account numbers and links were found, the same count without organisations' names (precision 90.6% on those kinds). Organisations' names are counted apart because they are not personal data on their own; the engine found 49.9% of them.

Updated 18 Oct 2026, from its newest record.

The record it is computed from

Records behind this figure
Record	As stated	Dated	Source
The engine is measured on a public benchmark	We measure the engine on two public benchmarks and publish the result for the…	15 Oct 2026	Pilán et al., TAB, Table 7 discussion; NIST SP…

The engine is measured on a public benchmark
As stated
We measure the engine on two public benchmarks and publish the result for the…
Dated
15 Oct 2026
Source
Pilán et al., TAB, Table 7 discussion; NIST SP…

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The de-identification standard Every figure