GPU comparison
NVIDIA RTX Pro 6000 Blackwell (96GB) vs Intel Arc B580 (12GB) for local LLMs
How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 48 tracked models each one can run.
| NVIDIA RTX Pro 6000 Blackwell (96GB) | Intel Arc B580 (12GB) | |
|---|---|---|
| Memory | 96.0 GB | 12.0 GB |
| Bandwidth | 1792 GB/s | 456 GB/s |
| Price (approx) | $12,999 | $289 |
| LLMs it runs | 41 of 48 | 19 of 48 |
| Best model it runs | Gemma 4 31B · 20–30 tok/s | Devstral Small 2 24B · 32–48 tok/s |
The NVIDIA RTX Pro 6000 Blackwell (96GB) runs 22 more of the tracked models (41 vs 19), thanks to its 96.0 GB of memory. The NVIDIA RTX Pro 6000 Blackwell (96GB) has more memory bandwidth (1792 GB/s), so it generates tokens faster at the same model and quant.