Hardware comparison
Mac mini M6 (32GB) vs AMD Ryzen AI Max+ 395 “Strix Halo” (128GB) for local LLMs
How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 69 tracked models each one can run.
Scroll sideways to compare both machines. Keyboard: focus the table, then use the arrow keys. Metric names stay visible.
| Hardware | Mac mini M6 (32GB) | AMD Ryzen AI Max+ 395 “Strix Halo” (128GB) |
|---|---|---|
| Memory | 32.0 GB | 128.0 GB (better for this comparison) |
| Bandwidth | 170 GB/s | 256 GB/s (better for this comparison) |
| Price (approx) | $1,299 (better for this comparison)Complete system | $2,999Complete system |
| LLMs it runs | 51 of 69 | 62 of 69 (better for this comparison) |
| Best model it runs | Gemma 4 31BQ2_K · estimated 8–13 tok/s | Gemma 4 31BQ2_K · estimated 12–19 tok/s |
Both prices cover complete systems. Prices are approximate catalog estimates; check current configurations and prices before buying.
Both estimated speeds use the same model and quant shown above. Estimates use 4,096 context tokens, llama.cpp and one stream.
The AMD Ryzen AI Max+ 395 “Strix Halo” (128GB) runs 11 more of the tracked models (62 vs 51), thanks to its 128.0 GB of memory. The AMD Ryzen AI Max+ 395 “Strix Halo” (128GB) has more memory bandwidth (256 GB/s). Higher bandwidth can help generation speed, but model, quant, architecture and runtime also affect the estimates.