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Hardware comparison

MacBook Pro / Mac Studio M5 Max (128GB) vs Mac Studio M5 Ultra (256GB) 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.

MacBook Pro / Mac Studio M5 Max (128GB) compared with Mac Studio M5 Ultra (256GB) for local LLM inference
HardwareMacBook Pro / Mac Studio M5 Max (128GB)Mac Studio M5 Ultra (256GB)
Memory128.0 GB256.0 GB (better for this comparison)
Bandwidth614 GB/s1228 GB/s (better for this comparison)
Price (approx)$5,099 (better for this comparison)Complete system$9,499Complete system
LLMs it runs62 of 6965 of 69 (better for this comparison)
Best model it runsGemma 4 31BQ6_K · estimated 14–22 tok/sHunyuan Hy3 (MoE)Q3_K_M · estimated 52–78 tok/s

Both prices cover complete systems. Prices are approximate catalog estimates; check current configurations and prices before buying.

The recommended models and quants differ. These estimated speeds are not a like-for-like comparison. Estimates use 4,096 context tokens, llama.cpp and one stream.

The Mac Studio M5 Ultra (256GB) runs 3 more of the tracked models (65 vs 62), thanks to its 256.0 GB of memory. The Mac Studio M5 Ultra (256GB) has more memory bandwidth (1228 GB/s). Higher bandwidth can help generation speed, but model, quant, architecture and runtime also affect the estimates.

What the MacBook Pro / Mac Studio M5 Max (128GB) runs →What the Mac Studio M5 Ultra (256GB) runs →Open the calculator →