Vitalik Buterin Explains Blockchain Scaling Hierarchy
Vitalik Buterin reveals a new blockchain scaling model, ranking computation, data, and state by difficulty.

- Computation is the easiest part to scale in blockchains
- Data scaling is moderately difficult, while state is hardest
- Buterin suggests optimizing scalability by moving up the hierarchy
Ethereum co-founder Vitalik Buterin has shared fresh insights into how blockchains can improve scalability. In his latest post, Buterin introduced a conceptual “blockchain scaling hierarchy” that ranks the core components of a blockchain—computation, data, and state—by how difficult they are to scale.
According to Buterin, computation is the easiest element to scale, followed by data. The most challenging aspect is the state, which refers to the blockchain’s long-term memory of transactions and contracts. This classification is designed to help developers and protocols better understand where to focus their optimization efforts.
Understanding the Blockchain Scaling Hierarchy
Here’s how Buterin breaks it down:
- Computation: This includes processing tasks and calculations. It’s relatively easy to scale through better hardware and parallel processing.
- Data: The storage and transfer of information within the network. This is more difficult to scale than computation but still manageable with techniques like data compression or sharding.
- State: The history and current status of accounts and smart contracts. It’s the hardest to scale due to its complexity and the need for constant synchronization across nodes.
Buterin advises blockchain developers to design their systems in a way that shifts more burden toward computation and data, and less on state. For example, by using stateless clients or zero-knowledge proofs, developers can avoid unnecessary state growth while improving efficiency.
Why This Matters for Blockchain Development
The new hierarchy model provides a strategic framework for blockchain scaling. It encourages developers to rethink how they design applications, especially in ecosystems like Ethereum that are aiming to support millions of users without compromising speed or decentralization.
Buterin’s insights come at a crucial time as the blockchain community continues to face challenges with high gas fees, network congestion, and increasing demand for scalable decentralized applications (dApps).
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