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kibbu vs Centrifugo

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 Centrifugo
Detailkibbu logo kibbuCentrifugo logo Centrifugo
What it doesRun your product's AI features on machines you already own Scalable self-hosted real-time messaging and state sync platform
StageNot given Established
FoundedNot given 2023
Based inIL CY
Pricing modelNot given Open source
PricingNot given Open source version is free. Centrifugo PRO available with flat licensing (no per-connection or per-message fees) and requires contacting sales for a quote.
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
  • WebSocket, HTTP-streaming, SSE, WebTransport, and gRPC transports
  • Channel history and message recovery
  • Flexible authentication and authorization
  • State synchronization with transactional consistency
  • Connection event proxying to backend
  • Online presence detection for users
  • Efficient binary Protobuf protocol
  • Resumable streams and transport fallback for AI applications
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
  • Set up once and works forever with no ongoing configuration needed
  • Handles millions of concurrent connections with minimal hardware
  • Self-hosted so messages and data never leave your infrastructure
  • No per-connection or per-message billing
  • Works in production at scale with proven reliability
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet −1 (down) since last check51 no change since last check
Trust Flow (Majestic)010
Citation Flow (Majestic)1637
Referring domains (Majestic)3346

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