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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Prolific logo
Prolific
✓ verifiedPaid

Research participant marketplace that gives AI teams and academics fast access to verified, screened human data and feedback.

21M visits/mo
JPG to Text logo
JPG to Text
✓ verifiedFreemium

Online OCR converter that extracts editable text from JPG, PNG and similar images, with free use plus credit-based paid tiers.

496K visits/mo
Pricing

No public pricing

No public pricing

Lite: $4.5/mo (10,000 credits)
Standard: $6.9/mo (18,000 credits)
Pro: $9/mo (25,000 credits)
Core features
  • CSV to API conversion
  • Data parsing (CSV to JSON)
  • Filtering capabilities
  • 300,000+ verified, screened participants
  • 300+ audience targeting filters
  • Representative and quota-based sampling
  • API and no-code survey tool integrations
  • AI-powered participant quality monitoring (Protocol)
  • Managed services with dedicated project teams
  • Access to vetted domain experts
  • OCR text extraction from images
  • Simple and formatted OCR modes
  • Text, HTML and Markdown output
  • Batch upload (up to 50 images)
  • Ad- and captcha-free paid tiers
  • Related JPG/PDF/Word/Excel converters
Use cases
  • Sharing CSV data with a team via an API
  • Creating a public API from CSV data
  • Filtering and accessing specific data within a CSV file programmatically
  • Collecting human preference data for RLHF or model evaluation
  • Running academic behavioral or market research studies
  • Sourcing domain-expert data for specialized AI benchmarks
  • Digitizing scanned documents
  • Converting printed articles to text
  • Extracting data from invoices and forms
  • Making image text searchable and editable
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