Hardware Benchmarks

Best Local LLM Performance for Apple M4

Compare Apple M4 benchmark results and see which models actually earn the best completed quality scores.

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Hardware Overview

GPU-specific specifications for local LLM planning.

Apple M4
VRAM
32GB

Recommended Models

Models we recommend for Apple M4.

Fastest & Best quality & Largest context

gpt-oss:20b

20.9B

25.3 tok/sQuality 78.7Context 8,192 tokens

Highest token generation speed at 25.3 tok/s. Highest completed quality score at 78.7. Largest context that fits in 32GB VRAM, at 8,192 tokens.

Frequently asked questions

Which models actually run best on the Apple M4, by task, from community benchmark data.

What is the best local model for coding on the Apple M4?
On the Apple M4, gpt-oss:20b ranks first for coding in our benchmarks (76.2/100 at ~25.3 tok/s).
What is the best local model for agentic workflows on the Apple M4?
On the Apple M4, gpt-oss:20b ranks first for agentic workflows in our benchmarks (80.4/100 at ~25.3 tok/s).

Benchmark Results

Completed quality-ranked benchmark results for Apple M4.