The price and accuracy debate over Cohere Parse 5

Cohere markets Parse 5 as a fix for high document-parsing costs.

A LlamaParse representative says Parse 5 starts at $1.50 per 1,000 pages and scores about 50% when averaged across all five ParseBench dimensions, including 87% on tables. They criticize its lack of general chart parsing and word-, line- and cell-level bounding boxes—the coordinates used to pinpoint source content. They also promote LlamaParse's cost-effective mode at 0.375 cents per page, claiming more consistent strength across dimensions.

A Parse 5 designer replies that the omissions are deliberate. They argue that AI agents can analyze charts more accurately themselves, and that fine-grained bounding boxes fill agents' context windows, increasing costs and reducing accuracy. They say Parse 5 instead provides boxes for elements such as charts, figures, signatures and tables.