Progress has slowed at the frontier and open weight is right on their heels. The general advice is that Fable and the like are best for niche use cases and to make an open weight model your daily driver because they’re almost as good and are a lot cheaper. In my case for personal use, I’m perfectly happy with Qwen 3.8 27B running locally and don’t care to deal with data collection or huge bills to get a bit stronger of a model.
To switch from Claude to Kimi in service forms available to me would be a 5x price increase for how I use Claude (milking the subscription 7 day token limit dry after 5 days pretty consistently.) Decent self-hosting solutions seem to be running around $20K+ in capital equipment and more than $20 per month in electricity costs alone.
I saw this article today summarizing a Mozilla report that open weight models are about 4 months behind the frontier: https://arstechnica.com/ai/2026/09/exclusive-open-chinese-models-close-gap-with-silicon-valleys-frontier-ai-models/
Progress has slowed at the frontier and open weight is right on their heels. The general advice is that Fable and the like are best for niche use cases and to make an open weight model your daily driver because they’re almost as good and are a lot cheaper. In my case for personal use, I’m perfectly happy with Qwen 3.8 27B running locally and don’t care to deal with data collection or huge bills to get a bit stronger of a model.
To switch from Claude to Kimi in service forms available to me would be a 5x price increase for how I use Claude (milking the subscription 7 day token limit dry after 5 days pretty consistently.) Decent self-hosting solutions seem to be running around $20K+ in capital equipment and more than $20 per month in electricity costs alone.