Anthropic API vs Extractor

“Best instruction-following of any model. Tool use and extended thinking are reliable. The API design is clean.”

“Schema-driven extraction with LLM fallback is exactly right. Traditional scrapers break on every site redesign — Extractor adapts because it understands the content semantically. The TypeScript-first approach with strong typing on outputs is chef's kiss for building data pipelines.”

“Claude consistently produces the most useful outputs for real work. The longer context window is a genuine advantage.”

“LLM extraction costs add up fast at scale. But for the use cases where you need it — scraping sites with unpredictable layouts, extracting from pages that change frequently — the reliability improvement over CSS selectors easily justifies the token spend.”

“Anthropic's focus on safety without sacrificing capability is the right approach. Claude keeps getting better.”

“I have been using this to pull structured data from competitor landing pages and product directories. The schema definition is intuitive and the extraction quality is surprisingly consistent even across wildly different page designs.”