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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.

insightsoftware logo
insightsoftware
✓ verifiedPaid

Suite of financial reporting, BI, budgeting and EPM tools that connect to 140+ ERPs for finance teams' close, planning and disclosure.

271K visits/mo
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
Labelbox logo
Labelbox
✓ verifiedFreemium

Data-labeling and RL data platform supplying training data, environments and evaluation for frontier AI labs and enterprises.

1.1M visits/mo
Mercor logo
Mercor
✓ verifiedFree

Marketplace that matches vetted human experts with AI labs to produce training data and model evaluations.

8.9M visits/mo
Image to Text Converter logo
Image to Text Converter
✓ verifiedFreemium

Free-tier AI OCR that batch-extracts editable text from images, with paid plans for larger volumes and formatted output.

5.8M visits/mo
Pricing

No public pricing

No public pricing

No public pricing

No public pricing

Premium: $8/mo (15,000 credits, 50 images/submission)
Standard: $10/mo
Higher tier: $40/mo
Core features
  • Excel and web ERP reporting (Spreadsheet Server, Wands, Jet)
  • Financial planning and budgeting
  • Account reconciliation and financial close
  • Tax, transfer pricing and disclosure management
  • Embedded analytics for ISVs (Logi)
  • Connectors for 140+ ERPs
  • 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
  • Data labeling across modalities
  • RL environments and reward signals
  • Custom model evaluations and benchmarks
  • Human preference/annotation from an expert network
  • Recursion RL platform for enterprise agents
  • Robotics data (video, trajectories)
  • Curated roles across many expert domains
  • Expert vetting and matching to AI projects
  • Hourly-paid contract work for specialists
  • APEX benchmarks and off-the-shelf datasets
  • Enterprise data partnerships and evaluations
  • Daily payouts to contributors
  • AI OCR image-to-text
  • Batch conversion up to 1000 images
  • Simple and formatted output modes
  • Multiple image formats supported
  • API access
  • Ad-free paid tiers
Use cases
  • Automating financial and management reporting
  • Budgeting and financial planning
  • Month-end close and reconciliation
  • Regulatory and tax reporting
  • Lease accounting
  • Collecting human preference data for RLHF or model evaluation
  • Running academic behavioral or market research studies
  • Sourcing domain-expert data for specialized AI benchmarks
  • Building training and evaluation datasets
  • Post-training and RLHF for models
  • Benchmarking model capability
  • Training enterprise specialist agents
  • Source expert human data for AI training
  • Run domain-expert model evaluations
  • Find paid remote work as a domain specialist
  • Build custom datasets for AI labs
  • Copying text from photos and screenshots
  • Extracting notes from whiteboard/class images
  • Digitizing printed documents
  • Bulk OCR via API
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