How fast will GPT-OSS 120B feel on the Intel Arc Pro B70 32GB?

GPT-OSS 120B on the Intel Arc Pro B70 32GB

GPT-OSS 120B is a 116.83B-parameter mixture-of-experts model (5.1B active per token). At MXFP4 it needs about 64.1 GB of memory. The Intel Arc Pro B70 32GB has 30 GB usable, so it only fits with part of the model offloaded to system RAM, which slows it down. Expect about 31 tokens/sec (12–49), with the first token after 1.3 s for a short prompt. This estimate is projected from the hardware specs; no benchmarks exist yet.

Speed by quantization

QuantizationFile sizeMemoryGenerationFirst tokenSource
MXFP463.4 GBPartial offload31 tok/s1.3 sProjected

GPT-OSS 120B on other hardware

Other models on the Intel Arc Pro B70 32GB

All models on the Intel Arc Pro B70 32GB · GPT-OSS 120B on all hardware

Estimates for a short prompt on a single device. Measured numbers come from community benchmarks (r/LocalLLaMA, localscore.ai and more); others are derived from similar setups or projected from specs. Open source on GitHub.