Hot take: GLM 5.2 might be the first open/public model that actually changes the enterprise AI cost equation. I played with it for a few hou…

Hot take: GLM 5.2 might be the first open/public model that actually changes the enterprise AI cost equation. I played with it for a few hours today after friends told me to stop ignoring it. I expected the usual open model experience: “Cool, but clearly not frontier.” That’s not what I felt. Across a bunch of different tasks, it was the first public open model that didn’t feel obviously worse than the best closed models. Not perfect. Not fully benchmarked. But shockingly capable. The first open model that made me think: “Wait, this could actually replace a meaningful chunk of frontier model usage.” That matters because the economics are wild. Yes, serving it properly is expensive. Something like 8 Nvidia H200s, around 400K to buy or 20K/month to rent. But many enterprises are spending millions per month on Anthropic/OpenAI. If GLM 5.2 is even close enough for 30-50% of workloads, that’s not a model launch. That’s a market disruption.

Source: Clem Delangue (X) | 2026-06-20