this post was submitted on 17 Apr 2026
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Privacy
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Sadly...none. Well, I mean...it depends what you mean by "coding". If you mean "replace Claude with local?". Then...none. Sorry.
If you mean "actually, if I use ECA to call a cloud model from OpenRouter for planning, then have it direct a local LLM to do the scutt work", then the Qwen series of models (like Qwen 3 Next) are pretty awesome.
The iGPU will make you want to kill yourself though. Get a GPU :) Even a 4-16GB one can make a difference.
PS: You said GPU and iGPU, so I'm not sure which one has the 32GB or what rig your running. I have suspicion though you're running on a i5 or i7 with something like a intel 630 igpu inbuilt? In which case, the iGPU is pretty slow and depending on the exact chip, you likely won't be able to use CUDA or Vulkan acceleration.
So, the "get a GPU" thing still holds :)
I meant that I can buy one of those Radeons dedicated to AI work, like the ASRock Radeon AI PRO R9700 Creator 32GB GDDR6. If I need to.
Currently my Ryzen iGPU is all I need, because all I need is to see the graphical desktop environment on my screen ;) It does the job well.
I use Claude Code as well and I am slightly concerned with that ID verification news, even more so because of the technology partner that they chose.
Hmm. The R9700 is RDNA4 - ROCm support for that architecture may be patchy in linux? Dunno. Check that before you commit your hard earned dollary-doos.
If all good
Qwen 3.6 is the latest hotness. I'd start from there and work backwards
https://inv.nadeko.net/embed/YKNvkBbRJIE?
https://www.youtube.com/watch?v=YKNvkBbRJIE