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kibbu vs offrec

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

kibbu compared with offrec
Detailkibbu logo kibbuoffrec logo offrec
What it doesRun your product's AI features on machines you already own Zero-retention inference for frontier models
StageNot given Startup
FoundedNot given Not given
Based inIL MX
Pricing modelNot given Freemium
PricingNot given Pay as you go from $10. Monthly subscriptions: Run $19/month, Run Plus $99/month (5× allowance), Run Max $199/month (10× allowance). Model pricing per million tokens varies: qwen3.8-max $2.00 input/$6.00 output, claude-haiku-5-5 $0.10 input/$0.50 output, claude-sonnet-5 $2.00 input/$10.00 output, cl
Key features
  • OpenAI-compatible API
  • Zero data retention
  • Automatic idle detection and workload routing
  • MDM-based agent installation
  • Cloud fallback with transparent logging
  • Support for Macs, Windows and Linux
  • Memory and speed estimation for models
  • Optional on-premises deployment
  • Data routing controls for sensitive workloads
  • Zero-retention guarantees with signed cryptographic receipts for every API call
  • OpenAI-compatible API endpoint
  • Web-based chat interface with encrypted conversations
  • Access to 15+ frontier models including Claude, Gemini, Qwen, DeepSeek
  • Python SDK and R package support
  • Receipts show token usage, cost, model, provider and retention basis
  • No data storage on offrec infrastructure
  • Models run on managed third-party providers
What makes it different
  • Costs stay flat as you grow because you pay for electricity instead of per-token cloud fees
  • Only uses idle time, stepping back immediately when users return
  • Code stays the same - just change the API base URL and key
  • Works with hardware you already own without buying new equipment
  • No data storage of prompts or responses
  • Every call returns a cryptographically signed receipt proving zero retention
  • No need to negotiate zero-retention terms with each provider individually
  • Unified access to frontier models from multiple labs via single API key
  • Offrec owns no infrastructure; models run on managed providers
  • Verifiable accountability through transparent receipt system
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)160
Referring domains (Majestic)30

4 details filled in for both companies.

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