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Oberik vs briq

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 briq
DetailOberik logo Oberikbriq logo briq
What it doesAgent layer for SaaS with grounded answers, sandboxed tools, and per-customer isolation Cloud sandboxes and services for builders and agents
StageNot given Not given
FoundedNot given Not given
Based inNot given FR
Pricing modelFree Freemium
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. Hobby (Free): 5 sandboxes & services at once, 16 GB of memory, pico/micro/nano/small/medium sizes, 10 GB disk. Pro (€20/month): €20 usage included monthly, 50 sandboxes & services, 80 GB memory, 5 members, all sizes, 250 GB disk, always-on briqs. Team (€100/month): €100 usage included monthly, 200 s
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
  • Linux sandbox with shell, persistent files and development tools
  • Multiple services: Postgres, Redis, DuckDB, custom OCI images
  • MCP integration with Claude, Cursor, VS Code
  • Environment forking with data preservation
  • Idle workload sleep mode with compute billing pause
  • Private networks with public endpoint selection
  • Spend caps, size limits and concurrency controls per credential
  • Audit log for reviewing all actions
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
  • Built specifically for AI agents with native MCP protocol support
  • Open-source runtime in public development with Rust and Firecracker
  • Integrated services ecosystem with private networking
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 check18 −1 (down) since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)2120
Referring domains (Majestic)1924

5 details filled in for both companies.

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