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Oswin Data vs Doc Maker

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Oswin Data compared with Doc Maker
Detail Oswin DataDoc Maker logo Doc Maker
What it doesDatasets for RAG, fine-tuning and training built from public sources Free AI document generator for creating reports, proposals, and guides
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid Free
PricingWeb Corpus: starter sets from $49 (250,000-500,000 documents); shelf corpora from $99-$199 per shelf (one-time license); Everything (full crawl) $3,000 one-time; Whole Library (all builds for one year) $5,000 per year. Reference Collections: Encyclopedia $1,200 commercial or $349 research (one-time) Free tier: 20 requests per 24-hour period for document generation and AI revisions combined. Direct edits do not count toward this limit. No account required to start.
Key features
  • Web corpus with 100.7M documents and 105B tokens from Common Crawl
  • Documents scored with Bear Rank and shelved by subject
  • 15 million encyclopedia entries with sources and model attribution
  • 200 million synthetic Q&A records with metadata
  • Delivered as JSONL and Parquet formats
  • Free samples available on Hugging Face
  • Command-line client with resumable downloads and SHA-256 verification
  • Statistics collection with 7,000 topics and 140,000 figures
  • Glossaries for 10,000 topics with one million definitions
  • Book Q&A dataset with 8,000 titles for reading comprehension
  • Generate structured documents with headings, paragraphs, lists, and tables
  • Preview documents as A4 pages before downloading
  • Edit text directly in the workspace with formatting controls
  • Ask AI to revise content across sections
  • Upload PDF, DOCX, TXT, CSV, and XLSX files as source material
  • Choose from document templates by category
  • Download documents in DOCX and PDF formats
  • Keep multiple versions in the same workspace
  • No account required to start using the service
  • Adjust text size, color, and alignment formatting
What makes it different
  • All datasets built only from public sources with full provenance tracking
  • Every record includes source attribution and licensing information
  • Eight curated subject shelves for targeted corpus selection
  • Flexible purchasing: buy individual shelves, slices, or entire library
  • Over 4 TB of clean, deduplicated text ready for machine learning
  • Combines AI generation, page preview, and online editing in one workflow
  • Direct edits do not count toward the request limit
  • Choose how to revise: direct edits or ask AI to rewrite sections
  • Build documents from your own notes and reference files
  • See how your document fits on the page before downloading
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check8 +1 (up) since last check
Trust Flow (Majestic)50
Citation Flow (Majestic)280
Referring domains (Majestic)690

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