Mathpix vs Reducto — Comparison

Mathpix

Convert images and PDFs to LaTeX, DOCX, Overleaf, Markdown, Excel, ChemDraw and more, with our AI-powered document conversion technology.

Quickly and accurately convert PDFs and images to searchable, exportable, and machine readable text. We offer robust APIs for developers and an OCR-powered productivity app for researchers. The most accurate OCR technology with deep STEM functionality, including math, chemistry, handwriting, tables, foreign languages, and full PDF document conversion. Accurately convert large PDF and image libraries into machine readable text files in hours, not months. We process millions of pages of unstructured PDFs and images per hour so you get the accurate data needed to train and tune your model fast. Our tools make teaching, writing, publishing, and collaborating on scientific research easy. Markdown and AI-powered collaborative editing environment for researchers with world-class image and PDF conversion tools. Desktop app that allows you to OCR content from your screen and copy math and chemistry to your clipboard with a single keyboard shortcut. Compatible with LaTeX, Markdown, MS Word, and more. Mathpix claims to offer PDF → LaTeX / Markdown conversion. I was skeptical… but the results are quite amazing! This is changing my life. Mathpix's "Snip" will let you screenshot an equation, and it will return the LaTeX code. Works passably on handwriting, and nearly flawlessly on pdf equations. An old idea, but I really like talking with PDFs instead of reading them. I use Mathpix to extract the text (does the best job of preserving tables), and GPT to discuss it. It's amazing how long it took humanity to realize that no human should ever create a LaTeX document from scratch. This is one of the greatest mathematical discoveries of the last two decades.

Reducto

pages processed

Reducto's parser reads documents like a human would—capturing layout, structure, and meaning with high accuracy. Our Agentic OCR reviews and corrects outputs in real-time for near-perfect results, even on edge cases. Reducto's parser reads documents like a human would—capturing layout, structure, and meaning with high accuracy. Our Agentic OCR reviews and corrects outputs in real-time for near-perfect results, even on edge cases. Automatically separate multi-document files or long forms into individually useful units. Intelligent heuristics and layout-aware splitting keep your pipelines clean and efficient—no manual pre-processing needed. Extract structured data directly from documents with schema-level precision. Whether it's invoice fields, onboarding forms, or financial disclosures, Reducto ensures the right data lands exactly where you need it. Fill in detected blanks, tables, and checkboxes with supplied data. No bounding boxes or pre-defined templates are required; Edit dynamically identifies fillable elements regardless of document layout or format, supporting scanned PDFs, digital forms, and complex multi-page documents. Reducto helped us parse documents we previously could not because of table complexity. It's probably the only AI product that has actually worked for us. Reducto first uses layout-aware models to break down the document visually, capturing regions, tables, figures, and text. VLMs make corrections to mistakes Like a human editor, our Agentic model can detect minor mistakes and correct them, ensuring accuracy even in the most detailed cases. VLMs review Reducto's outputs Vision-language models then interpret each region in context—linking labels to values, understanding tables, and classifying segments. Everything else you need to make your data LLM-ready. Battle-tested infrastructure you can trust in production and at scale. Hands-on forward deployed support and tailored SLAs to meet your enterprise needs. Run Reducto entirely within your own infrastructure—ideal for strict security, compliance, and data residency requirements. Widely trusted by enterprises worldwide

Mathpix

Reducto

Mathpix

Reducto

Mathpix

Reducto