NVIDIA DGX Spark vs AMD RX 7800 XT 16GB for local LLMs
71 reports on the NVIDIA DGX Spark and 3 on the AMD RX 7800 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 2.3x higher on the AMD RX 7800 XT 16GB (273 GB/s on the NVIDIA DGX Spark, 624 on the AMD RX 7800 XT 16GB). The estimates below compare them on the models people run most.
NVIDIA DGX Spark
- Memory
- 128GB unified
- Memory bandwidth
- 273 GB/s
- FP16 compute
- 125 TFLOPS
- Reports
- 71
AMD RX 7800 XT 16GB
- Memory
- 16GB
- Memory bandwidth
- 624 GB/s
- FP16 compute
- 75 TFLOPS
- Reports
- 3
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 | NVIDIA DGX Spark | AMD RX 7800 XT 16GB |
|---|---|---|
| Qwen3.8 27B | 4.0 t/sFP16 | 40.7 t/sQ2_K |
| Qwen3.8 125B · 6B active | 14.4 t/sQ6_K | doesn't fit at these settings |
| DeepSeek V4 Flash 284B · 13B active | 38.3 t/sQ2_K | doesn't fit at these settings |
| Qwen3.6 35B · 3B active | 14.5 t/sFP16 | 134.6 t/sQ2_K |
| Qwen3.6 27B | 4.0 t/sFP16 | 40.7 t/sQ2_K |
| GLM-5.3 320B · 18B active | 12.7 t/sQ2_K | doesn't fit at these settings |
Change the context, RAM or model in the calculator: NVIDIA DGX Spark · AMD RX 7800 XT 16GB
Every report on each card, with its source: NVIDIA DGX Spark · AMD RX 7800 XT 16GB