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Apple M1 Max (32-core GPU) vs Apple M2 Max (30-core GPU) for local LLMs

Across 6 tests measured on both, the two are about even (median ratio 1.00×).

On Llama 2 7B (F16, llama-bench) the Apple M1 Max (32-core GPU) generates 23.0 tokens/s and the Apple M2 Max (30-core GPU) 24.2 tokens/s (measured).

Same model, same quant, same test

ModelQuant / testM1 Max (32-core GPU)
tok/s
M2 Max (30-core GPU)
tok/s
FasterSources and run details
Llama 2 7BF16
llama-bench
23.0
Metal
24.2
Metal
M2 Max (30-core GPU) +5%llama.cpp #4167 M1 Max (32-core GPU) · llama.cpp #4167 M2 Max (30-core GPU)
Llama 2 7BQ4_0
llama-bench
61.2
Metal
61.0
Metal
evenllama.cpp #4167 M1 Max (32-core GPU) · llama.cpp #4167 M2 Max (30-core GPU)
Llama 2 7BQ8_0
llama-bench
40.2
Metal
40.0
Metal
evenllama.cpp #4167 M1 Max (32-core GPU) · llama.cpp #4167 M2 Max (30-core GPU)
Llama 3.1 8B InstructQ4_K_M
LocalScore
36.2
llamafile
36.2
llamafile
evenLocalScore M1 Max (32-core GPU) · LocalScore M2 Max (30-core GPU)
Llama 3.2 1B InstructQ4_K_M
LocalScore
121
llamafile
128
llamafile
M2 Max (30-core GPU) +5%LocalScore M1 Max (32-core GPU) · LocalScore M2 Max (30-core GPU)
Qwen2.5 14B InstructQ4_K_M
LocalScore
19.8
llamafile
14.5
llamafile
M1 Max (32-core GPU) +37%LocalScore M1 Max (32-core GPU) · LocalScore M2 Max (30-core GPU)

Generation speed in tokens/s, best measured backend for each chip (shown under the number). Backends can differ between the two chips; check them before drawing conclusions. Measured results only, nothing estimated.

Specs

Apple M1 Max (32-core GPU)Apple M2 Max (30-core GPU)
MemoryUnified memoryUnified memory
Memory bandwidth400 GB/s400 GB/s

All results for the Apple M1 Max (32-core GPU) · All results for the Apple M2 Max (30-core GPU) · More comparisons