NVIDIA RTX 3060 12GB vs NVIDIA Tesla P100 16GB for local LLMs
46 reports on the NVIDIA RTX 3060 12GB and 8 on the NVIDIA Tesla P100 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 2.0x higher on the NVIDIA Tesla P100 16GB (360 GB/s on the NVIDIA RTX 3060 12GB, 732 on the NVIDIA Tesla P100 16GB). The estimates below compare them on the models people run most.
- Memory
- 12GB
- Memory bandwidth
- 360 GB/s
- FP16 compute
- 51 TFLOPS
- Reports
- 46
- Memory
- 16GB
- Memory bandwidth
- 732 GB/s
- FP16 compute
- 19 TFLOPS
- Reports
- 8
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 3060 12GB | NVIDIA Tesla P100 16GB |
|---|---|---|
| Qwen3.8 27B | 1.5 t/sQ8_0, layers on CPU | 47.7 t/sQ2_K |
| Qwen3.8 125B · 6B active | doesn't fit at these settings | 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 | 13.1 t/sQ6_K, experts in RAM | 157.9 t/sQ2_K |
| Qwen3.6 27B | 1.5 t/sQ8_0, layers on CPU | 47.7 t/sQ2_K |
| Gemma 4 26B · 4B active | 58.8 t/sQ2_K | 106.4 t/sQ3_K_S |
Change the context, RAM or model in the calculator: NVIDIA RTX 3060 12GB · NVIDIA Tesla P100 16GB
Every report on each card, with its source: NVIDIA RTX 3060 12GB · NVIDIA Tesla P100 16GB