AI tool comparison
Extractor vs Trigger.dev v3
Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.
Developer Tools
Extractor
Robust LLM-powered web data extraction in TypeScript
100%
Panel ship
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Community
Free
Entry
Extractor by Lightfeed is a TypeScript library that uses LLMs to extract structured data from websites. It handles messy HTML, JavaScript-rendered content, and inconsistent page layouts that break traditional scrapers. Define your schema and let the LLM figure out where the data lives.
Developer Tools
Trigger.dev v3
Background jobs with long-running support
100%
Panel ship
—
Community
Free
Entry
Trigger.dev v3 brings long-running background jobs up to 24 hours, deploy anywhere, and a new architecture for AI agent workloads.
Reviewer scorecard
“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.”
“Long-running jobs up to 24 hours solve the AI agent execution problem. The v3 architecture is built for modern workloads.”
“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.”
“v3 addresses the key limitation — jobs that need to run for hours, not just seconds. Essential for AI agent tasks.”
“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.”
“Long-running, durable background jobs are the infrastructure AI agents need. Trigger.dev v3 delivers exactly this.”
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