Frontier Research

Wan2.2 video generation 2.6x faster on one H100: 143 s to 56 s, 4 cents a clip

A 5-second 720p clip went from 143 s to 56 s on one H100, about $0.04 of GPU time. Where the time goes, how the speedup works, what it cost to measure, and the quality checks still missing.

Making MiniMax-H3 up to 9x faster on H100s

A 15-second clip went from 419 s to 46 s on four H100s. What worked, what only worked in the benchmark, and what we tried and closed.