The Infinite Proving Layer

zkML for Humanity

Lagrange's zkML DeepProve, a groundbreaking advancement for verifiable AI inference, makes it fast and scalable to prove that AI inferences are correct—up to 158x faster than the leading zkML to date. DeepProve (running on CPUs) is 158x faster at generating proofs and 671x faster at verifying proofs than EZKL (running on GPUs). As we scale to GPU/ASIC enhancements, DeepProve will grow even faster.

Proofs for Anything

Lagrange is the first production-ready network that supports universal proof generation, such as for AI inferences, rollups, apps, ZK coprocessing, interoperability and more. Live on EigenLayer and powered by 85+ top operators, the Lagrange ZK Prover Network offers decentralized and censorship resistant proving for diverse requirements.

Infinitely Scalable

Lagrange’s ZK Prover Network has a unique architecture that enables it to scale proof generation dynamically and horizontally according to demand. Based on the needs of partners, they can tap into dedicated proving bandwidth, meaning bottlenecks that exist with traditional monolithic prover networks are no longer a concern.

Operators in Lagrange’s Prover Network commit to producing proofs within a given time period or risk non-payment, thus ensuring high liveness guarantees. Cost efficiency and incentive alignment are also inherent, due to using bare-metal instances, economies of scale, and Lagrange’s Double Auction Resource Allocation (DARA) mechanism.

Super-Linear Economic Security

Lagrange’s ZK Coprocessor enables Lagrange State Committees, which are ZK light clients each comprising a decentralized network of operator nodes. Each State Committee supports an unbounded set of nodes, so it can scale with the protocol as it grows. Integrating with EigenLayer’s restaking further extends Ethereum’s economic security and creates a robust shared security zone made up of a dynamic set of nodes.