A common question from customers, investors, and partners is 👇 How does our Parasol FHE compiler compare to other solutions in the market? That's why we're releasing public benchmarks that anyone can run to show how our performance measures up against others 🧵👇

First up, the Chi-Squared Program: A widely used statistical test, identifying deviations from expected counts - used everywhere from bioscience to on-chain risk analysis. Parasol completes it in ~600ms with a 232-byte program, far surpassing the second-best.

The cardio program: A lightweight calculation that turns patient data into a cardiac-risk score. Parasol is up to 5x faster than Zama's Concrete, completing the task in 0.44 secs. It's also ~20x smaller in program size, using only 472 bytes & 10x less RAM.

First-Price Sealed-Bid Auctions are one of the most popular and fundamental auction formats. Parasol clears the sealed-bid auction in 0.1 – 2.7s, up to 15x faster than the next-best compiler (Cingulata) and 250 to 600x faster than Zama, even as the bid count climbs from 2 to 32.