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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.

SourceBae logo
SourceBae
✓ verifiedFree

Marketplace connecting paid domain-expert contractors to AI labs for data labeling, RLHF and model evaluation work.

29K visits/mo
The New GitBook logo
The New GitBook
✓ verifiedFreemium

Documentation platform for publishing accurate, AI-ready docs sites, with Git sync and an MCP server for AI tools.

653K visits/mo2.9K saves
Pricing

No public pricing

No public pricing

No public pricing

Free trial available

Core features
  • CSV to API conversion
  • Data parsing (CSV to JSON)
  • Filtering capabilities
  • Data annotation and multi-format labeling
  • RLHF and human preference feedback
  • AI model red-teaming and safety testing
  • On-demand vetted ML/prompt engineering talent
  • Synthetic data generation
  • Structured model evaluation and benchmarking
  • Publish structured documentation sites
  • Git sync for docs-as-code workflows
  • AI setup agent to build and import docs
  • GitBook MCP server for AI access
  • Enterprise controls
  • Free tier to start
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
  • AI labs sourcing domain experts for RLHF projects
  • Companies needing red-teaming of a new model
  • Teams building custom labeled training datasets
  • Domain experts (healthcare, legal, finance) earning remote pay for AI training work
  • Publish product and API documentation
  • Maintain docs-as-code with Git sync
  • Make docs consumable by AI assistants
  • Import existing docs into a hosted site
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