Open-source benchmarks are beginning to quantify trade-offs. One extraction framework published evaluations across seven tools and exceeding 15,000 retrievals. The reported speed variations span three magnitudes between fastest and slowest tools, but the slowest tools manage scientific documents containing intricate equations that faster tools skip. Teams processing millions of clean PDFs require fundamentally different tools than teams extracting dosage information from clinical research tables.
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