llamaperf

Intel Arc Pro B70 vs M4 16GB for local LLMs

17 reports on the Intel Arc Pro B70 and 7 on the M4 16GB

Which is faster for local LLMs?

On Qwen3 8B at 4-bit, the Intel Arc Pro B70 has 77.7 generation tokens/s (one run); prompt processing 1172.1 tokens/s (one run); the M4 16GB has 10.0 generation tokens/s (one run). 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 5.1x higher on the Intel Arc Pro B70 (608 GB/s on the Intel Arc Pro B70, 120 on the M4 16GB).

Intel Arc Pro B70
Memory
32GB
Memory bandwidth
608 GB/s
FP16 compute
183.5 TFLOPS
Reports
17
M4 16GB
Memory
16GB unified
Memory bandwidth
120 GB/s
FP16 compute
4.3 TFLOPS
Reports
7

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 Pro B70M4 16GB
Qwen3 8B4-bit77.7one runPP 1172.1 (one run)llama.cpp2K context10.0one runMLXcontext 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 Pro B70M4 16GB
Qwen3 8B20.9 t/sFP1626.1 t/sQ3_K_M
Qwen3.8 27B15.2 t/sQ6_Kdoesn't fit at these settings
Qwen3.8 125B · 6B active18.6 t/sQ2_K, experts in RAMdoesn't fit at these settings
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 35B · 3B active55.3 t/sQ5_K_Mdoesn't fit at these settings
Qwen3.6 27B15.2 t/sQ6_Kdoesn't fit at these settings
Gemma 4 26B · 4B active38.8 t/sQ6_Kdoesn't fit at these settings

Change the context, RAM or model in the calculator: Intel Arc Pro B70 · M4 16GB

Every report on each card, with its source: Intel Arc Pro B70 · M4 16GB

More comparisons