NVIDIA RTX A6000 48GB vs NVIDIA V100 32GB for local LLMs
2 reports on the NVIDIA RTX A6000 48GB and 28 on the NVIDIA V100 32GB
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 17% higher on the NVIDIA V100 32GB (768 GB/s on the NVIDIA RTX A6000 48GB, 900 on the NVIDIA V100 32GB). The estimates below compare them on the models people run most.
- Memory
- 48GB
- Memory bandwidth
- 768 GB/s
- FP16 compute
- 155 TFLOPS
- Reports
- 2
- Memory
- 32GB
- Memory bandwidth
- 900 GB/s
- FP16 compute
- 125 TFLOPS
- Reports
- 28
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 RTX A6000 48GB | NVIDIA V100 32GB |
|---|---|---|
| Qwen3.8 27B | 15.6 t/sQ8_0 | 22.6 t/sQ6_K |
| Qwen3.8 125B · 6B active | 71.2 t/sQ2_K | 19.4 t/sQ2_K, experts in RAM |
| Qwen3.6 35B · 3B active | 49.3 t/sQ8_0 | 81.9 t/sQ5_K_M |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 27B | 15.6 t/sQ8_0 | 22.6 t/sQ6_K |
| Gemma 4 26B · 4B active | 42.2 t/sQ8_0 | 57.5 t/sQ6_K |
Change the context, RAM or model in the calculator: NVIDIA RTX A6000 48GB · NVIDIA V100 32GB
Every report on each card, with its source: NVIDIA RTX A6000 48GB · NVIDIA V100 32GB