M2 Pro (16-core GPU, 32 GB) — benchmark record

M2 Pro (16-core GPU, 32 GB) local LLM benchmarks on Apple Silicon Mac with 2 published rows across 2 models. Peak published speed is 91.5 tok/s on Llama 3.2 1B. Published runtimes include llamafile.

2Benchmark rows

2Models tested

91.5Fastest avg tok/s (llama-3-2-1b-instruct)

0Lab benchmarks

Quick take

Best published speed here is 91.5 tok/s on Llama 3.2 1B at Q4_K - Medium. This page is evidence, not the full buying answer.

Based on 2 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. Published runtime coverage on this chip includes llamafile. Fastest published row is 91.5 tok/s on Llama 3.2 1B at Q4_K - Medium.

Llama 3.2 1B Llama 3.1 8B

Other published M2 Pro (16-core GPU) variants: 16 GB

This chip is part of a family. Compare all M2 Pro (16-core GPU) RAM variants →

Raw benchmark rows for M2 Pro (16-core GPU, 32 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	—	—	91.5 tok/s	1281.4 tok/s	llamafile	ref
Llama 3.1 8B	Q4_K - Medium	—	—	23.8 tok/s	208.7 tok/s	llamafile	ref

Models tested on this chip

Llama 3.2 1B Llama 3.1 8B

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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 →