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Oswin Data vs Textero

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 Textero
Detail Oswin DataTextero logo Textero
What it doesDatasets for RAG, fine-tuning and training built from public sources AI essay generator with real citations and plagiarism check
StageNot given Not given
FoundedNot given Not given
Based inNot given CY
Pricing modelPaid Freemium
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 version with 5 daily AI credits; Premium Monthly at $19.99/month; Premium Quarterly at $14.99/month (25% off, $44.99/quarter); Premium Yearly at $8.25/month (59% off, $99.00/year)
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 complete essays up to 20,000 words
  • Upload custom sources and instructions
  • Real citations from scholarly sources
  • Multiple citation formats (MLA, APA, Chicago)
  • Built-in plagiarism and AI detector
  • Support for 7+ languages
  • PDF upload and summarization
  • Essay editing and paraphrasing tools
  • Outline generator
  • AI detection remover
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
  • Trained specifically on academic datasets
  • Unlimited commands and credits in premium tier
  • Generate complete drafts in moments
  • Download as Google Doc
  • 14-day money-back guarantee on quarterly and yearly plans
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check63 no change since last check
Trust Flow (Majestic)515
Citation Flow (Majestic)2840
Referring domains (Majestic)69911

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