llamaperf

Intel Arc A770 16GB vs M4 Max 128GB for local LLMs

4 reports on the Intel Arc A770 16GB and 52 on the M4 Max 128GB

Which is faster for local LLMs?

On Qwen3.8 27B at 3-bit, the Intel Arc A770 16GB has 12.0 generation tokens/s (one run); the M4 Max 128GB has 23.9 generation tokens/s (2 runs); prompt processing 249.7 tokens/s (2 runs). Those are community reports whose engines and settings differ, so the gap is a rough sign, not a controlled measure of the two cards. Memory bandwidth, which caps how fast a card can write, is about the same on both (560 GB/s on the Intel Arc A770 16GB, 546 on the M4 Max 128GB).

Intel Arc A770 16GB
Memory
16GB
Memory bandwidth
560 GB/s
FP16 compute
39.3 TFLOPS
Reports
4
M4 Max 128GB
Memory
128GB unified
Memory bandwidth
546 GB/s
FP16 compute
18.4 TFLOPS
Reports
52

Measured on both

Generation and prompt processing speeds from plain runs (one device, one request, no speculative decoding, the whole model in the device's memory) of the same model size at the same bit class. Each side shows the engines and reported context behind its median. Context can mean a configured window or prompt depth, so these are community comparisons with differing settings. How to read these

ModelIntel Arc A770 16GBM4 Max 128GB
Qwen3.8 27B3-bit12.0one runengine not statedcontext not stated23.92 runsPP 249.7 (2 runs)llama.cppcontext not stated

Estimated by the calculator

The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape. Where a model was also measured above, the measurement wins.

ModelIntel Arc A770 16GBM4 Max 128GB
Qwen3.8 27B36.5 t/sQ2_K6.7 t/sFP16
Qwen3.8 125B · 6B activedoesn't fit at these settings30.7 t/sQ5_K_S
Qwen3.6 35B · 3B active120.8 t/sQ2_K21.2 t/sFP16
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settings48.3 t/sQ2_K
Qwen3.6 27B36.5 t/sQ2_K6.7 t/sFP16
Gemma 4 26B · 4B active81.4 t/sQ3_K_S18.2 t/sFP16
DeepSeek V4.1 Flash 552B · 16B activedoesn't fit at these settingsdoesn't fit at these settings

Change the context, RAM or model in the calculator: Intel Arc A770 16GB · M4 Max 128GB

Every report on each card, with its source: Intel Arc A770 16GB · M4 Max 128GB

More comparisons