AMD Radeon AI PRO R9700 32GB vs AMD Radeon Pro W7800 48GB for local LLMs
43 reports on the AMD Radeon AI PRO R9700 32GB and 1 on the AMD Radeon Pro W7800 48GB
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 35% higher on the AMD Radeon Pro W7800 48GB (640 GB/s on the AMD Radeon AI PRO R9700 32GB, 864 on the AMD Radeon Pro W7800 48GB). The estimates below compare them on the models people run most.
- Memory
- 32GB
- Memory bandwidth
- 640 GB/s
- FP16 compute
- 191 TFLOPS
- Reports
- 43
- Memory
- 48GB
- Memory bandwidth
- 864 GB/s
- FP16 compute
- 90.4 TFLOPS
- Reports
- 1
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 AI PRO R9700 32GB | AMD Radeon Pro W7800 48GB |
|---|---|---|
| Qwen3.8 27B | 16.0 t/sQ6_K | 17.6 t/sQ8_0 |
| Qwen3.8 125B · 6B active | 18.7 t/sQ2_K, experts in RAM | 80.1 t/sQ2_K |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 35B · 3B active | 58.2 t/sQ5_K_M | 55.4 t/sQ8_0 |
| Qwen3.6 27B | 16.0 t/sQ6_K | 17.6 t/sQ8_0 |
| Gemma 4 26B · 4B active | 40.9 t/sQ6_K | 47.5 t/sQ8_0 |
Change the context, RAM or model in the calculator: AMD Radeon AI PRO R9700 32GB · AMD Radeon Pro W7800 48GB
Every report on each card, with its source: AMD Radeon AI PRO R9700 32GB · AMD Radeon Pro W7800 48GB