The Dedicated OCR Engine Lost to the General-Purpose Model — 300 Slower

Apple's Vision framework read the image in 0.27 seconds. A local 27B vision model took 82.8 seconds. Vision made four times as many character errors — but that wasn't what decided it. Vision shredded the table into columns, and a shredded table is syntactically perfect, so nothing downstream can tell it went wrong.