M1 Pro (16 GB) — benchmark record

M1 Pro (16 GB) local LLM benchmarks on Apple Silicon Mac with 2 published rows across 1 models. Peak published speed is 30.0 tok/s on Qwen3.5-9B. Published runtimes include llama.cpp, MLX.

2Benchmark rows

1Models tested

30.0Fastest avg tok/s (Qwen3.5-9B)

0Lab benchmarks

Quick take

Best published speed here is 30.0 tok/s on Qwen3.5-9B at 4bit. This page is evidence, not the full buying answer.

Based on 2 external benchmarks; no lab runs yet.

Published runtimes: llama.cpp, MLX.

Need a recommendation? Use Buy Checking a target model? Use Fit Want a setup answer? Use Run Browse Macs by exact hardware Need the full audit trail? Use Bench

Current published coverage

Published model coverage includes Qwen3.5-9B. Published runtime coverage on this chip includes llama.cpp, MLX. Fastest published row is 30.0 tok/s on Qwen3.5-9B at 4bit.

Qwen3.5-9B

Raw benchmark rows for M1 Pro (16 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
Qwen3.5-9B	4bit	—	—	30.0 tok/s	—	MLX	ref
Qwen3.5-9B	4bit	—	—	15.0 tok/s	—	llama.cpp	ref

Models tested on this chip

Qwen3.5-9B

Next step

Use Rankings when you need the best overall answer for a Mac, and keep this page open when you need the evidence behind that recommendation.

If you are comparing local Apple Silicon against rented cloud hardware, use AI Data Center Index for current GPU rental context.

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 →