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Oswin Data vs RewriteBar

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 RewriteBar
Detail Oswin DataRewriteBar logo RewriteBar
What it doesDatasets for RAG, fine-tuning and training built from public sources AI-powered macOS writing assistant for grammar, translation, and productivity
StageNot given Not given
FoundedNot given Not given
Based inNot given DE
Pricing modelPaid Paid
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) $29 one-time for Standard license (1 device), $59 one-time for Pro license (3 devices). Optional RewriteBar Gateway Credits: 100 once for $29 plan, 100 once for $59 plan, 3 million per month available. Free trial with up to 100 corrections.
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
  • Custom AI actions and workflows
  • Side-by-side text comparison
  • Keyboard shortcuts
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
  • Works in any macOS app without switching applications
  • Lightweight and privacy-focused design
  • Customizable AI workflows with preset templates
  • One-time purchase with lifetime access
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check46 −1 (down) since last check
Trust Flow (Majestic)510
Citation Flow (Majestic)2837
Referring domains (Majestic)69472

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