Decentralized GPU networks
Comprehensive profiles, architecture breakdown, on-chain mechanics, and hourly pricing across leading DePIN providers and benchmark clouds.
Chain: SolanaLast checked: 2026-10-01
Render Network
Decentralized GPU rendering and AI computation network
Token / feeRENDER
CommitmentNo minimum commitment (pay-per-frame / pay-per-job)
3D Rendering & VFXAI Inference & Image GenNeRFs & Gaussian SplattingVideo Transcoding
Chain: SolanaLast checked: 2026-10-02
io.net
Decentralized physical infrastructure network for clustered AI compute
Token / feeIO
CommitmentHourly on-demand billing with no upfront minimums
AI Model Training & Fine-TuningBatch & Streaming InferenceDistributed Ray ClustersVideo & 3D Diffusion Generation
Chain: CosmosLast checked: 2026-10-01
Akash Network
The open-source Supercloud and decentralized compute marketplace
Token / feeAKT
CommitmentBlock-by-block granular escrow billing; zero upfront or term commitment
LLM Serving (vLLM, Ollama, TGI)Model Fine-Tuning & LoRAGeneral Containerized Web ServicesDecentralized RPC & Validator Nodes
Hyperscaler benchmarkLast checked: 2026-10-02
Amazon Web Services (AWS)
The centralized cloud industry benchmark for enterprise infrastructure
Token / feeN/A
CommitmentOn-demand per-second billing, with 1-to-3-year commitments required for meaningful cost reductions
Frontier Foundation Model Pre-TrainingEnterprise Production AI ServingRegulated Healthcare & Financial ServicesGlobal Multi-Region Cloud Architectures
Chain: ArbitrumLast checked: 2026-09-29
Aethir
Enterprise-focused decentralized GPU cloud for AI and interactive streaming
Token / feeATH
CommitmentOn-demand and reserved instances
Enterprise AI Model InferenceCloud Gaming & Real-Time RenderingInteractive Virtual DesktopsModel Fine-Tuning
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