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Vitalik: Hopes more developers working on ZK and FHE will use cost overhead to express performance, instead of operations per second metrics

Vitalik: Hopes more developers working on ZK and FHE will use cost overhead to express performance, instead of operations per second metrics

金色财经2025/10/18 05:52

Jinse Finance reported that Vitalik posted on X, stating, "I hope more developers working on ZK (zero-knowledge proofs) and FHE (fully homomorphic encryption) can express performance using the overhead ratio (for example, 'time required for encrypted computation/original computation time'), rather than just saying 'we can perform N operations per second.' This method is less dependent on hardware and provides a very useful metric: when I shift my application from 'trust-based' to 'cryptography-based,' how much efficiency am I actually sacrificing? It is also generally more suitable for performance estimation, because as a developer, I already know how much time the original computation takes, so I can simply multiply by the overhead ratio to estimate performance. (Yes, I know this is not easy, because the types of operations between execution and proof are different, especially with significant differences in SIMD/parallelization and memory access methods, so even the overhead ratio is still partially hardware-dependent. But even so, I still believe that the 'overhead multiplier' is a very valuable metric, even though it is not perfect.)

Disclaimer: The content of this article solely reflects the author's opinion and does not represent the platform in any capacity. This article is not intended to serve as a reference for making investment decisions.
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