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Hugging Bay vs Kognite

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

Hugging Bay compared with Kognite
DetailHugging Bay logo Hugging BayKognite logo Kognite
What it doesIndependent catalog of open AI models with verified downloads MCP-native memory layer for AI agents
StageNot given Not given
FoundedNot given Not given
Based inNot given RO
Pricing modelFree Freemium
PricingNot given Spark: Free (5,000 new memories/month, 100 searches/day). Builder: $19/mo (50,000 new memories/month, 1,000 searches/day). Studio: $79/mo (250,000 new memories/month, 5,000 searches/day). Scale: $249/mo (1,500,000 new memories/month, 20,000 searches/day). Enterprise: custom pricing with unlimited te
Key features
  • 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
  • Knowledge Graph on every plan including free tier
  • Hybrid semantic and full-text search with reranking
  • 18 Typed MCP Tools across 8 AI agents and editors
  • TypeScript and Python SDKs with full REST API
  • Team collaboration with roles and permissions
  • Row-level security isolation enforced by database
  • Agent Skills for reusable agent behaviors
  • Setup in 60 seconds with browser sign-in
What makes it different
  • 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
  • Graph memory included on free plan, competitors charge $249/mo for it
  • First paid tier at $19/mo with 50,000 memories and 1,000 daily searches
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)10 no change since last check10 no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)3323
Referring domains (Majestic)16123

4 details filled in for both companies.

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