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Hardware comparison

MacBook Air/Pro M5 (32GB) 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 Air/Pro M5 (32GB) compared with Mac Studio M5 Ultra (256GB) for local LLM inference
HardwareMacBook Air/Pro M5 (32GB)Mac Studio M5 Ultra (256GB)
Memory32.0 GB256.0 GB (better for this comparison)
Bandwidth153 GB/s1228 GB/s (better for this comparison)
Price (approx)$1,499 (better for this comparison)Complete system$9,499Complete system
LLMs it runs51 of 6965 of 69 (better for this comparison)
Best model it runsGemma 4 31BQ2_K · estimated 8–11 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 14 more of the tracked models (65 vs 51), 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 Air/Pro M5 (32GB) runs →What the Mac Studio M5 Ultra (256GB) runs →Open the calculator →