Benchmarking the future of private computations

Part of devConnect Week 2025

This event took place on Wednesday, November 19, 2025 at 5:00 PM UTC.

We Benchmarked H100 vs L40S for Private Computations — Here’s What Scales (and What Doesn’t)In this deep-dive technical session, P2P.org presents benchmark results comparing two NVIDIA GPU architectures — H100 and L40S — using the open-source prover. The team explores two scaling strategies:The findings? Parallel proof execution delivers significantly higher throughput on both platforms, with diminishing returns for multi-GPU single-proof setups.Join Konstantin Ivanov (P2P Labs Lead SRE) as he reveals:Whether you're a developer exploring FHE, a researcher deep in privacy tech, or an investor looking for the next infrastructure wave — the Zama Coffee Shop is where the ecosystem gathers to thin...