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Gonka Broker vs LLMKube

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

Gonka Broker compared with LLMKube
DetailGonka BrokerLLMKube
What it doesCheap Decentralized LLM Inference with Simple Billing Kubernetes operator for self-hosted LLM inference
StageNot given Growing
FoundedNot given Not given
Based inNot given US
Pricing modelusage-based free
PricingFree tier of at least 1M tokens per month. Paid usage at $0.20-$0.25 per 1M tokens for MiniMax M2, DeepSeek V4 Flash, and GLM-5.3-Flash; $0.01 per 1M input tokens for BGE-M3. Volume rebate: 10-30% return on days with 10M+ token usage. Not given
Key features
  • OpenAI-compatible API
  • Anthropic-compatible API
  • Free monthly token tier
  • Fixed USD rate locked at top-up
  • Equal input and output pricing
  • No prompt storage
  • Volume rebates
  • Embedding model support
  • Dashboard access control
  • Pluggable runtime backends for vLLM, TGI, llama.cpp, and custom containers
  • HPA autoscaling based on real inference metrics
  • GPU layer offloading with custom sharding splits
  • Automatic model download and persistent caching
  • Prometheus and Grafana dashboards for inference metrics
  • CUDA 13 with NVIDIA Blackwell GPU support
  • Multi-GPU tensor parallelism and layer sharding
  • Foreman agentic coding with GitHub integration
What makes it different
  • No crypto, wallets, or seed phrases required
  • Works with existing OpenAI and Anthropic SDKs without code changes
  • Lower prices than centralized providers
  • Equal pricing for input and output tokens
  • Automatic volume rebates without negotiation
  • 20x cheaper than cloud with self-hosted inference on consumer GPUs
  • Kubernetes-native CRDs for Model and InferenceService, not wrappers around Kubernetes
  • One operator supports seven pluggable runtime backends with no code changes
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)11 no change since last check20 no change since last check
Trust Flow (Majestic)918
Citation Flow (Majestic)2926
Referring domains (Majestic)114165

4 details filled in for both companies.

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