How is the quality compared to Claude? Can it oneshot apps?

Is this with the fallback `--moe-backend marlin` because native `NVFP4` is not supported yet on the `sm_121`? Meaning we can expect to see speed gains as the software catches up?

Why DG10's and not a Blackwell Pro? 273.2GB/s mem bandwidth seems excruciatingly low. I remember thinking the same when these were announced. Mac Studio without the fruit? Am confused.

Yes I'm similar. About 50 tps for code and 25 tps for reasoning which is where u feel the lack of memory bandwidth. I got spoiled with Deepseek v4 flash 0731 speed