closed-weight

Inception Labs released Mercury 2, a diffusion language model that generates roughly 1,000 tokens per second and outperforms Google's DiffusionGemma on the AIME 2026 benchmark with a score of 90% versus 69.1%, though DiffusionGemma is free and open-weight while Mercury 2 is a paid, closed-weight API model.