The Decentralized Intelligence Stack in 2026
Building at the intersection of blockchain state and large language models requires an entirely new architectural mental model. This starter pack collects the top 300+ tools tested across live mainnet deployments.
Core Layers
- DePIN Compute Networks: Decentralized GPU routing via Akash, Render, and io.net.
- On-Chain Verifiable Inference: Zero-Knowledge ML (zkML) proving systems for smart contract triggers.
- Model Storage: Decentralized HuggingFace equivalents on IPFS, Arweave, and Filecoin.
Explore the full API matrix and integration blueprints below.