Become a MacRumors Supporter for $50/year with no ads, ability to filter front page stories, and private forums.
On the LLM angle: 16GB on an M4 base leaves you running maybe a Q4 7B (Llama 3.1 8B, Qwen 2.5 7B) at ~15-20 tok/s and effectively nothing else open — Safari with a few tabs plus the model process will start swapping the moment you also want to run your IDE. 24GB on the M4 Pro is where you can actually keep a 13-14B model comfortably resident and still work in a browser alongside it.

If the coding side is going to lean on cloud APIs (Claude, GPT-5, whatever's on your keychain), 16GB is genuinely fine and the extra cash is better in your bank account. If the point of the machine is local inference specifically, I'd wait a beat for the M5 mini — the neural-accelerator bump is meaningful for token throughput per watt, and 24GB on M5 will feel less tight than 24GB on M4 for the same workload.
 
I'd wait a beat for the M5 mini — the neural-accelerator bump is meaningful for token throughput per watt, and 24GB on M5 will feel less tight than 24GB on M4 for the same workload.
This makes alot of sense theoretically but the world is more chaotic than that.

We don't know when the 24GB Mac mini will be available, whether it will cost more and what the lead time will be.

If the OP can get their hands on an M4 24GB now then I would jump on it. When the M5 is released he can upgrade to it because used, the M4 24GB will likely sell for the same money as you can buy one or today.
 
  • Like
Reactions: Cape Dave
I now have the Mac mini in my possession and I’m very happy with how the final setup turned out.

What you’re looking at:

• Mac mini M4 – 512 GB / 16 GB RAM
• 2× Dell S2725QS – 4K / 120 Hz
• Edifier M60
• AJAZZ mechanical keyboard
IMG_1333.jpeg
 
@Archillias, congratulations on taking the plunge on the Mini M4 purchase. Also that is one sweet setup you have there, clean and minimalistic. Wishing you many enjoyable moments with the Mini.
 
  • Like
Reactions: SalisburySam
Register on MacRumors! This sidebar will go away, and you'll see fewer ads.