M4 Max (40-core GPU, 128 GB) — benchmark record

M4 Max (40-core GPU, 128 GB) local LLM benchmarks on Apple Silicon Mac with 3 published rows across 3 models. Peak published speed is 182.6 tok/s on Llama 3.2 1B. Published runtimes include llamafile.

3Benchmark rows

3Models tested

182.6Fastest avg tok/s (llama-3-2-1b-instruct)

0Lab benchmarks

Quick take

Best published speed here is 182.6 tok/s on Llama 3.2 1B at Q4_K - Medium. This page is evidence, not the full buying answer.

Based on 3 external benchmarks; no lab runs yet.

Published runtimes: llamafile.

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Current published coverage

Published model coverage includes Llama 3.2 1B, Llama 3.1 8B, Qwen 2.5 14B. Published runtime coverage on this chip includes llamafile. Fastest published row is 182.6 tok/s on Llama 3.2 1B at Q4_K - Medium.

Llama 3.2 1B Llama 3.1 8B Qwen 2.5 14B

Other published M4 Max (40-core GPU) variants: 48 GB · 64 GB

This chip is part of a family. Compare all M4 Max (40-core GPU) RAM variants →

Raw benchmark rows for M4 Max (40-core GPU, 128 GB)

Rows sorted by avg tok/s descending. Click source badge to see original measurement page.

Model	Quant	RAM req.	Context	Avg tok/s	Prompt tok/s	Runtime	Source
Llama 3.2 1B	Q4_K - Medium	—	—	182.6 tok/s	3833.8 tok/s	llamafile	ref
Llama 3.1 8B	Q4_K - Medium	—	—	51.6 tok/s	617.6 tok/s	llamafile	ref
Qwen 2.5 14B	Q4_K - Medium	—	—	28.7 tok/s	326.6 tok/s	llamafile	ref

Models tested on this chip

Llama 3.2 1B Llama 3.1 8B Qwen 2.5 14B

Next step

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Data

benchmarks.json — full dataset · chips.json — chip summaries · benchmarks.csv — CSV export

Data from in-house lab measurements plus community-published benchmarks. See all chip families →