AMD Radeon Pro W6800 vs AMD RX 9070 XT 16GB for local LLMs
0 reports on the AMD Radeon Pro W6800 and 9 on the AMD RX 9070 XT 16GB
Which is faster for local LLMs?
Nobody has reported the same model at the same quant on both cards yet, so there's no measured head-to-head. Memory bandwidth, which caps how fast a card can write, is 25% higher on the AMD RX 9070 XT 16GB (512 GB/s on the AMD Radeon Pro W6800, 640 on the AMD RX 9070 XT 16GB). The estimates below compare them on the models people run most.
- Memory
- 32GB
- Memory bandwidth
- 512 GB/s
- FP16 compute
- 35.7 TFLOPS
- Reports
- 0
- Memory
- 16GB
- Memory bandwidth
- 640 GB/s
- FP16 compute
- 195 TFLOPS
- Reports
- 9
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.
| Model | AMD Radeon Pro W6800 | AMD RX 9070 XT 16GB |
|---|---|---|
| Qwen3.8 27B | 12.8 t/sQ6_K | 41.7 t/sQ2_K |
| Qwen3.8 125B · 6B active | 18.1 t/sQ2_K, experts in RAM | doesn't fit at these settings |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 35B · 3B active | 46.6 t/sQ5_K_M | 138.0 t/sQ2_K |
| Qwen3.6 27B | 12.8 t/sQ6_K | 41.7 t/sQ2_K |
| Gemma 4 26B · 4B active | 32.7 t/sQ6_K | 93.0 t/sQ3_K_S |
Change the context, RAM or model in the calculator: AMD Radeon Pro W6800 · AMD RX 9070 XT 16GB
Every report on each card, with its source: AMD Radeon Pro W6800 · AMD RX 9070 XT 16GB