DecentralGPU.com
DePIN compute • Cosmos•Founded 2018
Last checked: 2026-10-01

Akash Network

The open-source Supercloud and decentralized compute marketplace

Key network specifications

ArchitectureCosmos
Settlement tokenAKT (On-chain)
Billing commitmentBlock-by-block granular escrow billing; zero upfront or term commitment
Uptime SLA modelDecentralized provider reputation scoring; tenants configure multi-provider replica manifests for high availability.

Network architecture & ecosystem

Akash Network is a sovereign Proof-of-Stake blockchain and permissionless compute marketplace built with the Cosmos SDK. It allows any cloud provider or data center to list idle CPU, GPU, memory, and storage capacity in an open reverse auction. Developers deploy containerized Docker applications using human-readable Stack Definition Language (SDL) files, achieving up to 85% savings over centralized cloud providers.

Architecture note: Cosmos SDK blockchain managing the order book, bid matching, and tenant escrow accounts; deployments run on native Kubernetes clusters at independent provider data centers.

Key strengths

  • •Fully open-source, permissionless, and censorship-resistant marketplace with zero vendor lock-in
  • •Reverse-auction bidding mechanism where independent providers compete down to real market clearing price
  • •Clean Kubernetes-native manifest abstraction (SDL) allowing portable Docker container deployments
  • •Settlement supported in native AKT, stablecoins (USDC), and credit card fiat rails

Limitations & tradeoffs

  • •Requires familiarity with YAML manifests (SDL) and container operations rather than simple 1-click GUIs
  • •Lack of native centralized companion services (e.g. proprietary managed serverless DBs or streaming queues)
  • •Tier-1 enterprise 8x H100 SXM5 pods can experience high provider contention during peak AI surges

Target workloads

LLM Serving (vLLM, Ollama, TGI)Model Fine-Tuning & LoRAGeneral Containerized Web ServicesDecentralized RPC & Validator Nodes

Akash GPU pricing table

Sourced from active cloud instances and order books

Normalized to USD per hour
GPU modelVRAMPrice / hourStatusSource noteAudit date
NVIDIA H100 (80GB HBM3)80 GB HBM3$1.85 / hrLast checked: 2026-10-01Verified on-chain bid leases for NVIDIA H100 80GB SXM5 nodesLast checked: 2026-10-01
NVIDIA A100 (80GB SXM4)80 GB HBM2e$1.15 / hrLast checked: 2026-10-01Akash reverse auction market rate for A100 80GB SXM4 instancesLast checked: 2026-10-01
NVIDIA GeForce RTX 4090 (24GB)24 GB GDDR6X$0.45 / hrLast checked: 2026-10-01Akash community data center lease rates for RTX 4090 24GBLast checked: 2026-10-01

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