Beats Opus 4.6 at what exactly? It certainly isn't code.

I use a combination of a Claude Max subscription and local inference, including qwen3.8-27b, 4bit. I have found qwen to be absolutely useless at anything but very specific, surgical code changes. In my experience, for anything even remotely nuanced, a frontier model is required.

> 5060

I think you're referring to a 5060Ti 16GB, yes?

32k context is easily done there. 64k can work with a more aggressive quant, but you lose a bit of speed.