NVIDIA RTX 2000 Ada vs NVIDIA RTX 4090 for local LLMs
1 report on the NVIDIA RTX 2000 Ada and 37 on the NVIDIA RTX 4090
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 4.5x higher on the NVIDIA RTX 4090 (224 GB/s on the NVIDIA RTX 2000 Ada, 1,008 on the NVIDIA RTX 4090). The estimates below compare them on the models people run most.
NVIDIA RTX 2000 Ada
- Memory
- 16GB
- Memory bandwidth
- 224 GB/s
- FP16 compute
- 48 TFLOPS
- Reports
- 1
NVIDIA RTX 4090
- Memory
- 24GB
- Memory bandwidth
- 1,008 GB/s
- FP16 compute
- 330 TFLOPS
- Reports
- 37
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 2000 Ada | NVIDIA RTX 4090 |
|---|---|---|
| Qwen3.8 27B | 14.6 t/sQ2_K | 36.5 t/sQ4_K_M |
| Qwen3.8 125B · 6B active | doesn't fit at these settings | 19.6 t/sQ2_K, experts in RAM |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 35B · 3B active | 48.3 t/sQ2_K | 129.3 t/sQ4_K_S |
| Qwen3.6 27B | 14.6 t/sQ2_K | 36.5 t/sQ4_K_M |
| Gemma 4 26B · 4B active | 32.6 t/sQ3_K_S | 82.3 t/sQ5_K_S |
Change the context, RAM or model in the calculator: NVIDIA RTX 2000 Ada · NVIDIA RTX 4090
Every report on each card, with its source: NVIDIA RTX 2000 Ada · NVIDIA RTX 4090