Specifications Compared
| Spec | QUADRO-RTX-8000 | RTX-3070 |
|---|---|---|
| TDP | 260W | 220W |
| VRAM | 48 GB | 8 GB |
| CUDA Cores | 4,608 | 5,888 |
| Memory Type | GDDR6 | GDDR6 |
| Architecture | Turing | Ampere |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | |
| Tensor Cores | 576 | 184 |
| FP16 Performance | 16.3 TFLOPS | 20.3 TFLOPS |
| FP32 Performance | 16.3 TFLOPS | 20.3 TFLOPS |
| Memory Bandwidth | 672 GB/s | 448 GB/s |
Performance Analysis
The RTX 3070 Ti holds a compute edge with 20.3 TFLOPS in FP16 and FP32 over the Quadro RTX 8000's 16.3 TFLOPS. In machine learning, this yields quicker training epochs and inference latency for models under 8 GB VRAM, as FP16 accelerates neural network operations in frameworks like TensorFlow or PyTorch.
The Quadro RTX 8000 counters with 48 GB VRAM versus 8 GB, allowing larger batch sizes in training without gradient checkpointing or offloading. Its 672 GB/s bandwidth surpasses 448 GB/s, minimizing stalls in data-heavy inference or simulations where memory throughput dictates throughput.
TDP differences show the RTX 3070 Ti at 220 W versus 260 W, enabling more efficient scaling in clusters. Ampere enhancements in tensor cores further boost mixed-precision workloads common in modern AI pipelines.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
No live offers available at this time.
When to Choose the Quadro RTX 8000
Select the Quadro RTX 8000 for workloads demanding extreme memory: 48 GB VRAM handles massive models in scientific computing or visualization that exceed 8 GB limits on the RTX 3070 Ti. NVLink support facilitates multi-GPU configurations, and 672 GB/s bandwidth accelerates large dataset processing in professional software like CAD or rendering suites.
When to Choose the RTX 3070 Ti
The RTX 3070 Ti suits budget-conscious, high-throughput tasks. Its 20.3 TFLOPS FP16/FP32 performance and $0.06 per hour cloud pricing deliver value for inference, fine-tuning, or Stable Diffusion where models fit in 8 GB VRAM. Lower 220 W TDP and Ampere optimizations ensure broad software compatibility and power efficiency.
Use Cases
Quadro RTX 8000's 48 GB VRAM fits larger LLMs for full-parameter training, avoiding sharding needed on RTX 3070 Ti's 8 GB.
RTX 3070 Ti's 20.3 TFLOPS FP16 delivers faster token generation for models under 8 GB, at lower cost than unavailable Quadro options.
Smaller models fit RTX 3070 Ti's 8 GB with 20.3 TFLOPS speed; use Quadro RTX 8000's 48 GB for parameter-heavy fine-tuning.
Ampere architecture and 20.3 TFLOPS on RTX 3070 Ti accelerate diffusion models efficiently within 8 GB VRAM constraints.
48 GB VRAM and 672 GB/s bandwidth on Quadro RTX 8000 manage large simulations, surpassing RTX 3070 Ti's memory limits.
Frequently Asked Questions
Which GPU has more VRAM, Quadro RTX 8000 or RTX 3070 Ti?▾
The Quadro RTX 8000 provides 48 GB GDDR6 VRAM. The RTX 3070 Ti offers 8 GB GDDR6. This gap favors the Quadro for memory-bound tasks.
How do FP32 performances compare?▾
RTX 3070 Ti achieves 20.3 TFLOPS FP32. Quadro RTX 8000 reaches 16.3 TFLOPS FP32. The Ampere GPU processes floating-point operations faster.
What are the cloud pricing details?▾
RTX 3070 Ti pricing starts at $0.06 per hour, averaging $0.08 per hour over two offers. Quadro RTX 8000 has no live offers.
Which has higher memory bandwidth?▾
Quadro RTX 8000 delivers 672 GB/s bandwidth. RTX 3070 Ti provides 448 GB/s. Higher bandwidth aids data-intensive workloads.
What are the TDP ratings?▾
Quadro RTX 8000 TDP is 260 W. RTX 3070 Ti TDP is 220 W. The GeForce model consumes less power.
Which architecture is newer?▾
RTX 3070 Ti uses Ampere from 2020. Quadro RTX 8000 employs Turing from 2018. Newer architecture supports recent optimizations.
Which is cheaper to rent, the Quadro RTX 8000 or the RTX 3070?▾
Cloud rental prices for both the Quadro RTX 8000 and RTX 3070 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 Quadro RTX 8000 have compared to the RTX 3070?▾
The Quadro RTX 8000 has 48 GB of GDDR6 memory. The RTX 3070 has 8 GB of GDDR6 memory.
Can I find Quadro RTX 8000 and RTX 3070 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 Quadro RTX 8000 and the RTX 3070?▾
The Quadro RTX 8000 uses the Turing architecture (2018) while the RTX 3070 uses Ampere (2020). The RTX 3070 delivers 1.2x the FP16 throughput and 1.5x the memory bandwidth of the Quadro RTX 8000.