Oswin Data vs Click Oracle

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 Click Oracle
Detail	Oswin Data	Click Oracle
What it does	Datasets for RAG, fine-tuning and training built from public sources	Know which headline wins before you spend traffic on it.
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Paid	Not given
Pricing	Web 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: $0/month with 5 rankings and 60 Claude-written options monthly. Creator: $19/month with 100 rankings and 2,500 options. Pro: $49/month with 600 rankings and 6,000 options. Agency: $149/month with 3,000 rankings and 20,000 options.
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	Head-to-head comparison of up to 200 variants Bradley-Terry model ranking with calibrated odds Honest uncertainty verdicts: Clear, Lean, Too close to call Brand profiles to calibrate accuracy on your audience Works for YouTube titles, subject lines, ad headlines, and article headlines Accuracy measured on 9,841 held-out A/B tests
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	82% accuracy on clear calls, trained on thousands of real A/B tests never seen during tuning Honest about uncertainty instead of always crowning a winner 56 times cheaper than Claude Sonnet while maintaining comparable accuracy Custom calibration to your audience's behavior via brand profiles Compare versions in both orders to cancel out model bias
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	4 no change since last check
Trust Flow (Majestic)	5	0
Citation Flow (Majestic)	28	0
Referring domains (Majestic)	69	0

4 details filled in for both companies.

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