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Oberik vs Midmap

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 Midmap
DetailOberik logo OberikMidmap logo Midmap
What it doesAgent layer for SaaS with grounded answers, sandboxed tools, and per-customer isolation An information board for working with your agent
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFree Paid
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
  • MCP connections to compatible AI agents
  • Real-time review and accept/reject agent edits
  • Automatic layout modes and infinite canvas navigation
  • Local data storage on device
  • Markdown support in descriptions
  • Change tracking and recovery
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
  • No built-in AI needed - connect your own agents via MCP with no additional cost
  • Local-first design - all board data stays on your device
  • Shared context beyond conversation - the board becomes the reference point for ongoing collaboration
  • Full control over agent changes with real-time review
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 check2 +2 (up) since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)2111
Referring domains (Majestic)191

4 details filled in for both companies.

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