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$M5 Max Local AI Performance Reality Check: Apple’s 614GB/s Bandwidth vs. the Brutal Math of GPU Inference$

M5 Max Local AI Performance Reality Check: Apple’s 614GB/s Bandwidth vs. the Brutal Math of GPU Inference

Early M5 Max benchmarks on Qwen3 models expose the real performance gap between Apple’s unified memory architecture and dedicated workstation GPUs, and why that gap might not matter.

#apple silicon#Local LLM#M5 Max...

AI Inference

Apple M5 Max: 4x LLM Speed Is Nice, But 614GB/s Memory Bandwidth Is the Real Game Changer

Apple claims 4x faster LLM prompt processing on M5 Max compared to M4. We dig into the Fusion Architecture, unified memory bandwidth, and what 128GB of VRAM-equivalent actually means for running local AI.

#AI Inference#apple silicon#Local LLM...