Intel Arc Pro B60 24GB vs AMD Strix Halo 128GB for local LLMs
5 reports on the Intel Arc Pro B60 24GB and 82 on the AMD Strix Halo 128GB
Which is faster for local LLMs?
On Qwen3.8 27B at 4-bit, the Intel Arc Pro B60 24GB runs at 18.8 tokens per second (2 runs) and the AMD Strix Halo 128GB at 14.0 (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 1.8x higher on the Intel Arc Pro B60 24GB (456 GB/s on the Intel Arc Pro B60 24GB, 256 on the AMD Strix Halo 128GB). Across the 2 models both have been measured on, the Intel Arc Pro B60 24GB's median is higher on 1 and the AMD Strix Halo 128GB's on 1.
- Memory
- 24GB
- Memory bandwidth
- 456 GB/s
- FP16 compute
- 98.5 TFLOPS
- Reports
- 5
- Memory
- 128GB unified
- Memory bandwidth
- 256 GB/s
- FP16 compute
- 59 TFLOPS
- Reports
- 82
Measured on both
Median tokens per second 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 quant level. Engines and context lengths can still differ between the runs. How to read these
| Model | Intel Arc Pro B60 24GB | AMD Strix Halo 128GB |
|---|---|---|
| Qwen3.8 27B4-bit | 18.82 runs | 14.02 runs |
| Qwen3.5 35B · 3B active4-bit | 8.3one run | 45.0one run |
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.
| Model | Intel Arc Pro B60 24GB | AMD Strix Halo 128GB |
|---|---|---|
| Qwen3.8 27B | 16.5 t/sQ4_K_M | 3.5 t/sFP16 |
| Qwen3.5 35B · 3B active | 58.5 t/sQ4_K_S | 12.6 t/sFP16 |
| Qwen3.8 125B · 6B active | 17.8 t/sQ2_K, experts in RAM | 12.6 t/sQ6_K |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | 33.5 t/sQ2_K |
| Qwen3.6 35B · 3B active | 58.5 t/sQ4_K_S | 12.6 t/sFP16 |
| Qwen3.6 27B | 16.5 t/sQ4_K_M | 3.5 t/sFP16 |
| Gemma 4 26B · 4B active | 37.2 t/sQ5_K_S | 9.5 t/sFP16 |
| DeepSeek V4.1 Flash 552B · 16B active | doesn't fit at these settings | doesn't fit at these settings |
Change the context, RAM or model in the calculator: Intel Arc Pro B60 24GB · AMD Strix Halo 128GB
Every report on each card, with its source: Intel Arc Pro B60 24GB · AMD Strix Halo 128GB