NVIDIA Quadro RTX 8000 48GB vs NVIDIA Quadro RTX 6000 24GB

The Quadro RTX 8000 and the Quadro RTX 6000 deliver near-identical FP16 throughput (131 vs 131 TFLOPS dense). The Quadro RTX 8000 also carries 24 GB more memory (48 GB vs 24 GB).

Quadro RTX 8000: Turing, 2018 Quadro RTX 6000: Turing, 2018
VRAM
48 vs 24 GB
24 GB more for the Quadro RTX 8000
Bandwidth
672 GB/s vs 672 GB/s
Even
TDP
295 W vs 295 W
Same power budget

Specifications

Quadro RTX 8000
Quadro RTX 6000
Architecture
TuringTuring
Launch Year
20182018
Form Factor
PCIePCIe
VRAM
48 GB24 GB
Memory Bandwidth
672 GB/s672 GB/s
TDP
295 W295 W
Process Node
12nm12nm

Performance (TFLOPS)

Quadro RTX 8000
Quadro RTX 6000
FP64
0.5 TFlops 0.5 TFlops
FP32
16.3 TFlops 16.3 TFlops
TF32
No verified data available No verified data available
BF16
No verified data available No verified data available
FP16
130.5 TFlops 130.5 TFlops
FP8
No verified data available No verified data available
FP6
No verified data available No verified data available
FP4
No verified data available No verified data available
INT8
261.0 TFlops 261.0 TFlops

FLOPS by Precision

What actually differs

Both GPUs launched in 2018: the Quadro RTX 8000 on Turing and the Quadro RTX 6000 on Turing.

Dense throughput for the Quadro RTX 8000 against the Quadro RTX 6000: FP64 0.5 vs 0.5 TFLOPS, FP32 16 vs 16 TFLOPS, FP16 131 vs 131 TFLOPS. Sparse figures, where the vendor publishes them, appear under each dense number in the performance table.

Memory is 48 GB against 24 GB, fed at 672 GB/s versus 672 GB/s. More memory per GPU means larger models fit before you have to shard across cards, which often matters more than raw TFLOPS for inference.

Power budgets are 295 W for the Quadro RTX 8000 and 295 W for the Quadro RTX 6000. At FP32 that works out to 0.06 against 0.06 TFLOPS per watt.

For LLM training and inference, weight the FP8 and FP16 rows and memory capacity most heavily. For scientific and HPC workloads, the FP64 row is the one to read.

Frequently asked questions

Is the Quadro RTX 8000 faster than the Quadro RTX 6000?

They are close on paper: both deliver about 131 TFLOPS of dense FP16 throughput. Memory, bandwidth, and power are the deciding differences.

Which has more memory, the Quadro RTX 8000 or the Quadro RTX 6000?

The Quadro RTX 8000 carries 48 GB of VRAM versus 24 GB for the Quadro RTX 6000. Memory bandwidth is 672 GB/s for the Quadro RTX 8000 and 672 GB/s for the Quadro RTX 6000.

How much power do the Quadro RTX 8000 and the Quadro RTX 6000 draw?

The Quadro RTX 8000 is rated at 295 W TDP and the Quadro RTX 6000 at 295 W.

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