llamaperf

Intel Arc Pro B70 vs NVIDIA RTX 5070 Ti for local LLMs

19 reports on the Intel Arc Pro B70 and 55 on the NVIDIA RTX 5070 Ti

Which is faster for local LLMs?

On Qwen3.8 27B at 4-bit, the Intel Arc Pro B70 has 25.6 generation tokens/s (one run); prompt processing 512.1 tokens/s (one run); the NVIDIA RTX 5070 Ti has 54.7 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 47% higher on the NVIDIA RTX 5070 Ti (608 GB/s on the Intel Arc Pro B70, 896 on the NVIDIA RTX 5070 Ti).

Intel Arc Pro B70
Memory
32GB
Memory bandwidth
608 GB/s
FP16 compute
183.5 TFLOPS
Reports
19
NVIDIA RTX 5070 Ti
Memory
16GB
Memory bandwidth
896 GB/s
FP16 compute
176 TFLOPS
Reports
55

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 B70NVIDIA RTX 5070 Ti
Qwen3.8 27B4-bit25.6one runPP 512.1 (one run)llama.cppcontext not stated54.7one runllama.cpp110K context

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 B70NVIDIA RTX 5070 Ti
Qwen3.8 27B15.2 t/sQ6_K58.4 t/sQ2_K
Qwen3.8 125B · 6B active18.6 t/sQ2_K, experts in RAMdoesn't fit at these settings
Qwen3.6 35B · 3B active55.3 t/sQ5_K_M193.2 t/sQ2_K
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27B15.2 t/sQ6_K58.4 t/sQ2_K
Gemma 4 26B · 4B active38.8 t/sQ6_K130.3 t/sQ3_K_S
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 Pro B70 · NVIDIA RTX 5070 Ti

Every report on each card, with its source: Intel Arc Pro B70 · NVIDIA RTX 5070 Ti

More comparisons