https://pypi.org/project/punchmark/ Recent updates to the Python Package Index for punchmark en https://pypi.org/project/punchmark/0.1.0/ Point it at the response archive a benchmark number was computed on and get a producer-identity verdict -- SAME-PRODUCER / SUBSTITUTED / UNDETERMINED at a declared false-alarm rate -- with a one-line certificate attachable to the published score. Fri, 07 Aug 2026 05:58:17 GMT