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Bright Data vs Apify vs PandorLabs

Three ways to get web data: a ready-made file, a collection tool you run yourself, or a recurring feed. PandorLabs gives you the finished data, with the price upfront and a free sample to start.

Dataset buying and collection options, reviewed October 28, 2026
ProviderStarting pointWhat you get
Bright DataPre-collected datasets and web collection productsDataset marketplace with samples; volume and refresh choices shape the order
ApifyActors for scraping and automationActors you configure and run, with plans plus usage-based pricing
PandorLabsReady-made datasets with one-time CSV or JSONL purchases from $499Price, rows and last update shown upfront, a free 100-row sample, plus API, MCP and managed feeds

Data that is ready the moment you buy

Every PandorLabs dataset page shows the row count, columns and last update, and the free 100-row CSV sample lets you see real records first. Need a specific city, segment or website? Our AI builds a dataset around your request.

Choose the workflow that fits