What is Janction (JCT)?

Deep Dive

1. Purpose & Value Proposition

Janction aims to solve the scarcity and high cost of computational resources for artificial intelligence. It focuses on creating a trustless, collaborative system where idle GPU power can be efficiently allocated to developers needing it for tasks like model training and inference (Janction docs). By building a decentralized marketplace, it seeks to lower barriers to AI development and enable verifiable, on-chain proof of computational work.

2. Technology & Architecture

The project is built as an EVM-compatible Layer 2, which means it can interoperate with the Ethereum ecosystem and other chains. Its core innovation is the Janction cluster GPU pool, a system for scheduling and managing distributed GPU resources. The architecture uses a microservice approach to containerize AI models, simplifying deployment and enabling an end-to-end compute routing solution (Introduction).

3. Ecosystem & Tokenomics

The JCT token powers the ecosystem with several utilities: paying for GPU resources, staking by hardware providers to secure the network, and participating in governance decisions. The project has formed strategic partnerships to scale its infrastructure, such as with infrastructure provider Cabinet Inc. in February 2026 to enhance validator operations and RPC connectivity in Japan (CoinMarketCap).

Conclusion

Janction is fundamentally a blockchain-based infrastructure project that merges decentralized computing (DePIN) with AI service automation. How effectively can its GPU marketplace compete with traditional cloud providers to become the go-to platform for distributed AI computation?