Specifications Compared
| Spec | GTX-1070 | QUADRO-RTX-8000 |
|---|---|---|
| TDP | 150W | 260W |
| VRAM | 8 GB | 48 GB |
| CUDA Cores | 1,920 | 4,608 |
| Memory Type | GDDR5 | GDDR6 |
| Architecture | Pascal | Turing |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | |
| FP16 Performance | 6.5 TFLOPS | 16.3 TFLOPS |
| FP32 Performance | 6.5 TFLOPS | 16.3 TFLOPS |
| Memory Bandwidth | 256 GB/s | 672 GB/s |
Performance Analysis
The Quadro RTX 8000 outperforms the GTX 1070 Ti significantly in raw compute: 16.3 TFLOPS FP32 versus 8.9 TFLOPS enables faster training iterations in machine learning pipelines. This FP16 and FP32 parity on both GPUs suits mixed-precision training, but the Quadro RTX 8000's tensor core support accelerates deep learning frameworks beyond base specs. Memory capacity defines limits: 48 GB GDDR6 on the Quadro RTX 8000 supports batch sizes up to six times larger than the GTX 1070 Ti's 8 GB GDDR5, reducing out-of-memory errors in large model inference. Bandwidth differences are stark: 672 GB/s versus 256 GB/s minimizes data bottlenecks during high-throughput tasks like Stable Diffusion generation. Higher TDP of 260 W on the Quadro RTX 8000 reflects its capability for sustained professional loads compared to the GTX 1070 Ti's 180 W.
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When to Choose the GTX 1070 Ti
The GTX 1070 Ti suits budget-conscious users for lightweight inference on small models fitting within 8 GB VRAM. Its 8.9 TFLOPS FP32 performance handles basic fine-tuning or scientific computing on datasets under 1 GB effectively. Lower 180 W TDP makes it ideal for edge deployments or multi-GPU setups with power constraints.
When to Choose the Quadro RTX 8000
The Quadro RTX 8000 excels in demanding AI workloads requiring 48 GB VRAM for large language model training. NVLink interconnect enables multi-GPU scaling absent in the GTX 1070 Ti, boosting throughput for distributed inference. Professionals benefit from its 672 GB/s bandwidth in visualization and simulation tasks.
Use Cases
The Quadro RTX 8000's 48 GB VRAM accommodates large language models that exceed the GTX 1070 Ti's 8 GB limit. Its 16.3 TFLOPS FP16 performance doubles training speed over the 8.9 TFLOPS of the GTX 1070 Ti.
48 GB GDDR6 supports high batch sizes for production inference, unlike the 8 GB constraint on GTX 1070 Ti. NVLink on Quadro RTX 8000 facilitates scaling across nodes.
Small fine-tuning tasks fit within 8 GB VRAM of GTX 1070 Ti at 8.9 TFLOPS. Larger models demand Quadro RTX 8000's 48 GB and 16.3 TFLOPS.
Quadro RTX 8000's 672 GB/s bandwidth accelerates image generation with large batches. GTX 1070 Ti's 256 GB/s limits throughput on high-resolution outputs.
48 GB VRAM handles complex simulations beyond GTX 1070 Ti's capacity. NVLink interconnect supports multi-GPU parallelism for compute-intensive analyses.
Frequently Asked Questions
What is the VRAM difference between GTX 1070 Ti and Quadro RTX 8000?▾
The GTX 1070 Ti has 8 GB GDDR5 VRAM while the Quadro RTX 8000 offers 48 GB GDDR6. This sixfold increase allows the Quadro RTX 8000 to manage much larger datasets and models without swapping to system memory.
How do their compute performances compare?▾
Both FP16 and FP32 reach 8.9 TFLOPS on the GTX 1070 Ti but 16.3 TFLOPS on the Quadro RTX 8000. The Turing architecture provides nearly double the throughput for AI tasks.
Which has higher memory bandwidth?▾
Quadro RTX 8000 achieves 672 GB/s compared to 256 GB/s on GTX 1070 Ti. Higher bandwidth reduces latency in data-heavy workloads like training.
What are the TDP ratings?▾
GTX 1070 Ti consumes 180 W while Quadro RTX 8000 requires 260 W. The higher TDP correlates with sustained performance in professional applications.
Does Quadro RTX 8000 support NVLink?▾
Yes, Quadro RTX 8000 includes NVLink for multi-GPU connectivity, unlike the PCIe-only GTX 1070 Ti. This enables faster inter-GPU communication in scaled setups.
Which GPU is newer?▾
Quadro RTX 8000 uses 2018 Turing architecture versus 2016 Pascal on GTX 1070 Ti. The two-year gap brings tensor cores and higher efficiency.
Which is cheaper to rent, the GTX 1070 or the Quadro RTX 8000?▾
Cloud rental prices for both the GTX 1070 and Quadro RTX 8000 vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.
How much VRAM does the GTX 1070 have compared to the Quadro RTX 8000?▾
The GTX 1070 has 8 GB of GDDR5 memory. The Quadro RTX 8000 has 48 GB of GDDR6 memory.
Can I find GTX 1070 and Quadro RTX 8000 GPUs available to rent right now?▾
Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.
What is the main difference between the GTX 1070 and the Quadro RTX 8000?▾
The GTX 1070 uses the Pascal architecture (2016) while the Quadro RTX 8000 uses Turing (2018). The Quadro RTX 8000 delivers 2.5x the FP16 throughput and 2.6x the memory bandwidth of the GTX 1070.