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Apify vs Thunderbit

A side-by-side comparison of Apify and Thunderbit, two Data Ops tools, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Apify

Data Ops

Full-stack web scraping and browser automation platform for AI data.

View Apify

Thunderbit

Data Ops

AI web scraper that turns any page into structured data in two clicks.

View Thunderbit

At a glance

Feature comparison of Apify and Thunderbit
AttributeApifyThunderbit
CategoryData OpsData Ops
PricingFREEMIUMFREEMIUM
LicenseProprietaryProprietary
Deployment (differs)Cloud—
Platforms (differs)Web, APIBrowser extension, Web
Model support (differs)Model-agnosticMulti-model
Vendor (differs)ApifyThunderbit

The honest brief

Apify

A marketplace of thousands of ready-made serverless scraping 'Actors' you can run or fork, versus building every crawler from scratch.

  • Serverless 'Actors' scale automatically
  • Outputs clean Markdown/JSON for LLMs
  • Maintains open-source Crawlee
  • LangChain/LlamaIndex integrations
  • Usage-based costs add up at scale
  • Learning curve for custom Actors
  • Platform itself is closed/hosted
  • Scraping reliability varies by site

Thunderbit

'AI Suggest Fields' reads a page and proposes columns to extract, so scraping needs no CSS selectors or XPath.

  • Two-click no-code scraping
  • AI suggests fields automatically
  • Pagination, subpages, bulk lists
  • Exports to Sheets, Airtable, Notion
  • Chrome extension only
  • Credit limits on higher volumes
  • Less control than code scrapers
Apify detailsThunderbit detailsAll Data Ops apps