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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.

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Devra logo
Devra
✓ verifiedFreemium

Analyst tool that turns uploaded CSV, Excel or JSON files into generated Python notebooks for fast data analysis.

38K saves
IndexBox logo
IndexBox
✓ verifiedPaid

Market-intelligence platform offering data, forecasts, and analytics on thousands of products across 200 countries.

306K visits/mo
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
Pricing

No public pricing

Starter: $200/mo (billed annually $1680)
Smart: $500/mo (10,000 products)
Business: $700/mo (30 downloads/mo)
Enterprise: $800/mo (3 users, 90 downloads/mo)

Free trial available

No public pricing

No public pricing

No public pricing

Core features
  • Upload of xlsx, xls, csv and json files
  • Automatic Python notebook generation
  • Analysis creation from uploaded data
  • Global market data on 10,000+ products
  • Predictive modeling for demand and prices
  • Data cross-checking and validation
  • Downloadable reports, tables, and dashboards
  • Company lead data
  • API access
  • 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)
Use cases
  • Quickly analyzing data files
  • Generating Python notebooks from data
  • Speeding up exploratory analysis
  • Research market size and trends
  • Forecast demand and pricing
  • Find new customers and suppliers
  • Support supply-chain decisions
  • 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
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