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Outcrawl vs Hugging Bay

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Outcrawl compared with Hugging Bay
DetailOutcrawl logo OutcrawlHugging Bay logo Hugging Bay
What it doesWeb infrastructure for AI agents Independent catalog of open AI models with verified downloads
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Free
PricingFree: 1,000 credits/month, no card; Builder: $49/month for 10,000 credits; Pro: $199/month for 50,000 credits; Scale: $799/month for 250,000 credits. Enterprise with custom terms available. Credits cost approximately $0.0032-$0.0049 per page, $3.20-$4.90 per 1,000 pages, or about $0.19-$0.29/hour of Not given
Key features
  • Scrape: Convert any web page into clean markdown or structured JSON
  • Crawl: Fetch every page on a site from a single link and receive results as they are ready
  • Search: Query the web with top results already read and parsed
  • Browsers: Real browser instances in the cloud controlled via Playwright, Puppeteer or SDK
  • Agents: Autonomous task execution in a real browser with plain English descriptions
  • Session recordings: Every browser session is recorded for debugging and verification
  • Monitor: Watch pages on a schedule and receive notifications when content changes
  • Saved logins: Store credentials securely for agent runs requiring authentication
  • MCP integration: Connect to Claude Code, Codex or Cursor with one command
  • Real browser handling: Sites treat agents as humans so pages load and sessions persist
  • SHA-256 hash verification for downloaded files
  • MCP server integration with Claude, ChatGPT, Cursor, VS Code and other assistants
  • Model recommendations based on computer specifications
  • Public agent board for sharing run reports
  • Model and feature request tracking with status updates
  • License information and publisher attribution
  • OpenAPI and llms.txt access for assistants
  • Desktop app for browsing and downloading models
What makes it differentNot given
  • Byte-verified hosted mirror with SHA-256 hashes for all open-source AI model files
  • Zero-account public access to catalog search and model downloads
  • Seamless integration across ChatGPT, Claude, Cursor, VS Code and other agent platforms via standardized MCP
  • Agent-driven feature requests and transparent changelog of shipped improvements
  • Independent catalog not affiliated with Hugging Face, operated by Barney Wohl
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)24 +9 (up) since last check10 no change since last check
Trust Flow (Majestic)96
Citation Flow (Majestic)3133
Referring domains (Majestic)60161

2 details filled in for both companies.

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