Introducing r-1 and our new generation of document parsing models

Reducto has introduced r-1, a preview document-parsing model designed to improve accuracy, speed, and cost efficiency for complex files such as financial statements, contracts, dense tables, and irregular layouts. Built on a new architecture that processes layouts, formatting, tables, citations, reading order, and difficult visual features such as strikethroughs and watermarks in a single pass, r-1 reportedly reduces errors by 20% compared with the company’s legacy agentic pipelines. The model costs one cent per page, compared with the prior three to six cents per page, and is part of Reducto’s effort to provide simpler, transparent pricing without hidden multipliers. Reducto plans to release a lower-cost r-1 mini model and automatic page-level routing later in the year, while offering up to $5,000 in credits and migration assistance for users evaluating it against other document parsers.

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