Specifications Compared
| Spec | QUADRO-RTX-5000 | RTX-2080 |
|---|---|---|
| TDP | 230W | 215W |
| VRAM | 16 GB | 8-11 GB |
| CUDA Cores | 3,072 | 2,944 |
| Memory Type | GDDR6 | GDDR6 |
| Architecture | Turing | Turing |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | NVLink |
| Tensor Cores | 384 | 368 |
| FP16 Performance | 11.2 TFLOPS | 10.1 TFLOPS |
| FP32 Performance | 11.2 TFLOPS | 10.1 TFLOPS |
| Memory Bandwidth | 448 GB/s | 616 GB/s |
Performance Analysis
Compute performance differences are modest: the Quadro RTX 5000 delivers 11.2 TFLOPS in FP16 and FP32, surpassing the RTX 2080 Ti's 10.1 TFLOPS by about 11 percent. This edge benefits training and inference workloads involving matrix multiplications, where higher throughput accelerates iterations on models like transformers.
Memory bandwidth presents a contrast: the RTX 2080 Ti achieves 616 GB/s, exceeding the Quadro RTX 5000's 448 GB/s by 38 percent. Higher bandwidth supports larger batch sizes in training without memory access bottlenecks, improving throughput for data-parallel tasks.
VRAM capacity differentiates capacity for model sizes: 16 GB on the Quadro RTX 5000 enables handling larger models or batches compared to 8-11 GB on the RTX 2080 Ti, crucial for inference on high-resolution inputs or fine-tuning with extensive parameters. TDP values of 230 W versus 215 W imply similar power efficiency in cloud instances.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
Quadro RTX 5000
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 Paperspace | NVIDIA Quadro RTX 5000 16GB VRAM | 16GB | 8 vCPU 30GB RAM 50GB Storage | New York | $0.82/GPU/hr | Available | ||
Paperspace | 2×NVIDIA Quadro RTX 5000 16GB VRAM | 16GB | 16 vCPU 60GB RAM 50GB Storage | New York | $0.82/GPU/hr $1.64/hr total (2×) | Available |
RTX 2080 Ti
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 Vast.ai | NVIDIA GeForce RTX 2080 Ti 11GB VRAM | 11GB | 32 vCPU 63GB RAM 1273GB Storage | Maryland | $0.13/GPU/hr | Available |
When to Choose the Quadro RTX 5000
The Quadro RTX 5000 suits scenarios demanding high VRAM capacity, such as training models exceeding 11 GB or inference on large language models requiring 16 GB GDDR6. Its 11.2 TFLOPS FP16 and FP32 performance provides a slight advantage over the RTX 2080 Ti's 10.1 TFLOPS for compute-intensive professional workflows.
Users prioritizing certified drivers for visualization or simulation select the Quadro RTX 5000, despite its $0.82 per hour average pricing.
When to Choose the RTX 2080 Ti
The RTX 2080 Ti excels in cost-sensitive applications with its pricing from $0.06 per hour averaging $0.11 per hour across 6 offers, offering strong value for general machine learning tasks fitting within 8-11 GB VRAM. Its superior 616 GB/s memory bandwidth supports efficient large-batch processing where data movement dominates.
Gaming-adjacent or bandwidth-heavy inference workloads favor the RTX 2080 Ti due to lower 215 W TDP and comparable 10.1 TFLOPS performance.
Use Cases
The Quadro RTX 5000's 16 GB VRAM accommodates larger models and batches critical for LLM training, exceeding the RTX 2080 Ti's 8-11 GB limit. Its 11.2 TFLOPS FP32 performance aids intensive computations.
The RTX 2080 Ti's 616 GB/s bandwidth enables faster inference on models fitting 8-11 GB VRAM, with pricing at $0.06 per hour providing better value. Compute at 10.1 TFLOPS suffices for most deployments.
16 GB VRAM on the Quadro RTX 5000 supports fine-tuning larger datasets without swapping, complemented by 11.2 TFLOPS FP16 performance. This outperforms the RTX 2080 Ti in memory-constrained scenarios.
Stable Diffusion typically fits within 8-11 GB VRAM on the RTX 2080 Ti, leveraging 616 GB/s bandwidth for quick image generation. Low $0.11 per hour average cost enhances accessibility.
Both offer similar Turing architecture with NVLink; choose Quadro RTX 5000 for 16 GB VRAM in large simulations or RTX 2080 Ti for bandwidth at 616 GB/s and lower pricing.
Frequently Asked Questions
Which GPU has more VRAM: Quadro RTX 5000 or RTX 2080 Ti?▾
The Quadro RTX 5000 provides 16 GB GDDR6 VRAM, exceeding the RTX 2080 Ti's 8-11 GB GDDR6. This makes the Quadro better for memory-intensive tasks. Bandwidth on the RTX 2080 Ti reaches 616 GB/s however.
What are the cloud rental prices for these GPUs?▾
Quadro RTX 5000 rents from $0.82 per hour averaging $0.82 across 2 offers. RTX 2080 Ti starts at $0.06 per hour averaging $0.11 across 6 offers. Price favors the RTX 2080 Ti significantly.
How do FP32 performance levels compare?▾
Quadro RTX 5000 achieves 11.2 TFLOPS FP32, slightly above the RTX 2080 Ti's 10.1 TFLOPS. This 11 percent difference benefits compute-heavy workloads on the Quadro. Both match in FP16 at their respective rates.
Which has higher memory bandwidth?▾
RTX 2080 Ti leads with 616 GB/s bandwidth over Quadro RTX 5000's 448 GB/s. Higher bandwidth improves batch processing efficiency. VRAM compensates on the Quadro with 16 GB.
What are the TDP ratings?▾
Quadro RTX 5000 has 230 W TDP, while RTX 2080 Ti uses 215 W. Both suit standard cloud instances with PCIe support. Power draw differences are minimal at 7 percent.
Do both support NVLink?▾
Yes, both Quadro RTX 5000 and RTX 2080 Ti feature NVLink interconnect for multi-GPU scaling. This enables configurations beyond single-GPU limits. Form factor is PCIe for both.
Which is cheaper to rent, the Quadro RTX 5000 or the RTX 2080?▾
Cloud rental prices for both the Quadro RTX 5000 and RTX 2080 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 5000 have compared to the RTX 2080?▾
The Quadro RTX 5000 has 16 GB of GDDR6 memory. The RTX 2080 has 8 to 11 GB of GDDR6 memory.
Can I find Quadro RTX 5000 and RTX 2080 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 5000 and the RTX 2080?▾
The Quadro RTX 5000 uses the Turing architecture (2018) while the RTX 2080 uses Turing (2018). The Quadro RTX 5000 delivers 1.1x the FP16 throughput and 1.4x the memory bandwidth of the RTX 2080.