two shorter in in terms of like how longunning it is than vending bench. Um and even like two years after it was created. Um, current state-of-the-art is Opus 4.7. One thing that really surprised us when we ran Opus 4.8 was that it was much much worse. Uh, also Fable is worse. And we were like, "Oh, no, our benchmark is bad because there's something something clearly Opus 4.8 should be better than 4.7. Um, but if you look in the system card for for when Entropic released 4.8, it. They said that they removed a part of of the post- training recipe that was trained that that was meant to um to um do business skills. So, it all checked out. Um recently, GLM 5.2 has done very well and is second. Uh GP 5.5 is is third. Um and yes, um Chinese models have been catching up, but it seems like um it's not by much. They have improved a lot recently, mostly by GLM and and Kimmy. Um, but still the the frontier western ones are are uh much better. Uh, one