In its vendor-authored analysis, the company says specialized document engines can use page routing, file-native text and metadata extraction, targeted post-training, and evaluation-driven refinement to beat direct general-model calls on both cost and document fidelity. It presents ParseBench results as supporting evidence, while the reported comparisons remain claims from the provider rather than an independent evaluation.
Raw SignalSep 25, 20261 min read1 source
Document OCR is Not Getting Commoditized
In one minute
LlamaIndex argues that document OCR will not become a generic commodity as frontier VLMs improve.