Mike Key(@1337hero):For the doubters, Opus 4.6 at home on your own hardware. The 15~2-% materialized on agentic coding, terminal/computer use and office/workflow tasks making it one of the best (if not the best) dense open models for local agentic work in it's size. I received a bunch comments saying this would never be this good. But here we are.

2026.08.14 23:21

For the doubters, Opus 4.6 at home on your own hardware. The 15~2-% materialized on agentic coding, terminal/computer use and office/workflow tasks making it one of the best (if not the best) dense open models for local agentic work in it's size. I received a bunch comments saying this would never be this good. But here we are.

Mike Key@1337hero

2026.08.07 17:55

My Qwen3.8-27B predictions: - +15-20% intelligence jump - MTP support landing in llama.cpp - Best dense model for 24GB VRAM - Will rule local agentic workflows - Close enough to Opus 4.8 / V4-Flash that many dump subs - Resets “good enough to self-host” for 2026 what's yours?