GPU comparison
NVIDIA RTX Pro 6000 Blackwell (96GB) vs AMD RX 9070 XT (16GB) for local LLMs
How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 34 tracked models each one can run.
| NVIDIA RTX Pro 6000 Blackwell (96GB) | AMD RX 9070 XT (16GB) | |
|---|---|---|
| Memory | 96.0 GB | 16.0 GB |
| Bandwidth | 1792 GB/s | 645 GB/s |
| Price (approx) | $12,999 | $699 |
| LLMs it runs | 30 of 34 | 18 of 34 |
| Best model it runs | Gemma 4 31B · 20–30 tok/s | Gemma 4 26B-A4B (MoE) · 132–198 tok/s |
The NVIDIA RTX Pro 6000 Blackwell (96GB) runs 12 more of the tracked models (30 vs 18), 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.