>If you can do what you need with qwen3.6-27b, it starts to look really interesting.
What's the use case here? Churning out massive amounts of slop code through autonomous agents? Running openclaw 24/7? I think the proliferation of codex and claude code, compared to any of the cheaper open models suggests that at least for most software development, the 50-75% discount of open models isn't worth the hassle of the decreased intelligence.
I think there is a reasonable basis for taking a gamble that small models capable of fitting on a 32GB card will continue to advance over the next 5 years and eventually approach Gemini Flash 3.5 / Sonnet 4.6 levels of capabilities, which I would consider to be past the threshold of “probably worth the cost and hassle of running 24/7” if the upfront cost of the hardware was palatable.
My use case would primarily be in search, integration, and indexing other software projects with my own, as well as transcription/indexing of interesting video and audio content (eg Dwarkesh interviews) that I don’t have time to watch but want to easily search and apply to my projects, and search/indexing for useful information from things like Linux kernel and security mailing lists.