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Oberik vs Nooks

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

Oberik compared with Nooks
DetailOberik logo Oberik Nooks
What it doesAgent layer for SaaS with grounded answers, sandboxed tools, and per-customer isolation Interactive worlds for people and AI to build, learn and solve problems together
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFree Free
PricingFree during launch period. Customers pay their LLM provider directly for model usage at provider rates; Oberik does not markup or resell tokens. No credit card required, no usage meters tracked by Oberik itself. Not given
Key features
  • Document-grounded answers with page and quote citations
  • Linux sandbox environment for agent execution
  • Per-customer cost tracking and billing
  • Memory and wiki persistence across sessions
  • Scheduled and recurring work with durability
  • Capability-scoped JWT tokens enforced per-request
  • Support for custom tools and MCP servers
  • Multi-model support with bring-your-own-keys
  • Server-side prompt injection and PII screening
  • SSH dashboard interface for programmatic configuration
  • Photo to brick set conversion with 3D preview and parts list
  • Workbench for collaborative brick-by-brick editing
  • MCP server integration with Claude Code, Codex, Cursor and more
  • Build structure checking and validation
  • OAuth sign-in with no token storage
  • Offline build access with local browser storage
  • Export digital manuals and wanted parts lists
  • Interactive environments for AI training
  • Consent-based human demonstration recording
What makes it different
  • Hard isolation between customers with no shared state or tenant leakage
  • Citations with document, page and quote provided automatically with every answer
  • Only two API calls needed to integrate grounded AI into any SaaS product
  • Customers never charged by Oberik; direct billing from their own LLM provider keys
  • Checked outcomes - part connections and build validity are verified by software before delivery
  • Real objects from photos - converts pictures into buildable brick sets with actual parts that exist
  • People and AI work on the same design simultaneously within the workbench
  • Measurable AI learning with transfer testing across different worlds
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)1 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)2113
Referring domains (Majestic)192

4 details filled in for both companies.

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