llamaperf

Intel Arc Pro B60 24GB vs NVIDIA L4 for local LLMs

7 reports on the Intel Arc Pro B60 24GB and 3 on the NVIDIA L4

Which is faster for local LLMs?

On Qwen3.8 27B at 4-bit, the Intel Arc Pro B60 24GB has 22.0 generation tokens/s (3 runs); prompt processing 379.5 tokens/s (2 runs); the NVIDIA L4 has 14.6 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 1.5x higher on the Intel Arc Pro B60 24GB (456 GB/s on the Intel Arc Pro B60 24GB, 300 on the NVIDIA L4).

Intel Arc Pro B60 24GB
Memory
24GB
Memory bandwidth
456 GB/s
FP16 compute
98.5 TFLOPS
Reports
7
NVIDIA L4
Memory
24GB
Memory bandwidth
300 GB/s
FP16 compute
121 TFLOPS
Reports
3

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 B60 24GBNVIDIA L4
Qwen3.8 27B4-bit22.03 runsPP 379.5 (2 runs)llama.cpp, 1 not stated512 to 150K context14.6one runllama.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 Pro B60 24GBNVIDIA L4
Qwen3.8 27B16.5 t/sQ4_K_M10.9 t/sQ4_K_M
Qwen3.8 125B · 6B active17.8 t/sQ2_K, experts in RAM16.4 t/sQ2_K, experts in RAM
Qwen3.6 35B · 3B active58.5 t/sQ4_K_S38.5 t/sQ4_K_S
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27B16.5 t/sQ4_K_M10.9 t/sQ4_K_M
Gemma 4 26B · 4B active37.2 t/sQ5_K_S24.5 t/sQ5_K_S
GLM-5.3 320B · 18B activedoesn't fit at these settingsdoesn't fit at these settings

Change the context, RAM or model in the calculator: Intel Arc Pro B60 24GB · NVIDIA L4

Every report on each card, with its source: Intel Arc Pro B60 24GB · NVIDIA L4

More comparisons