Specifications Compared
| Spec | RTX-3090 | RTX-PRO-6000-BLACKWELL |
|---|---|---|
| TDP | 350W | 400W |
| VRAM | 24 GB | 96 GB |
| CUDA Cores | 10,496 | 21,760 |
| Memory Type | GDDR6X | GDDR7 |
| Architecture | Ampere | Blackwell |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | NVLink |
| Tensor Cores | 328 | 680 |
| FP16 Performance | 35.6 TFLOPS | 125 TFLOPS |
| FP32 Performance | 35.6 TFLOPS | 125 TFLOPS |
| Memory Bandwidth | 936 GB/s | 1,792 GB/s |
Performance Analysis
Compute performance favors the RTX PRO 6000 Blackwell decisively: its 125 TFLOPS in FP16 and FP32 dwarfs the RTX 3090 Ti's 35.6 TFLOPS, speeding up neural network training by over 3.5 times in mixed-precision workflows. FP16 and FP32 parity on both enables balanced training and inference without precision bottlenecks, but the PRO 6000's FP8 support at 2000 TFLOPS optimizes low-latency inference for deployed models.
Memory specifications transform real-world usage: 96 GB VRAM versus 24 GB accommodates massive language models without sharding, and 1792 GB/s bandwidth doubles the 936 GB/s of the 3090 Ti to sustain larger batch sizes during training. This reduces epochs needed for convergence in data-heavy tasks. Higher TDP of 400W versus 350W indicates greater power efficiency per TFLOP on the newer GPU.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
RTX 3090 Ti
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 TensorDock | NVIDIA GeForce RTX 3090 24GB VRAM | 24GB | 0 vCPU 0GB RAM | Wilmington, Delaware | $0.20/GPU/hr | Available | ||
TensorDock | NVIDIA GeForce RTX 3090 24GB VRAM | 24GB | 0 vCPU 0GB RAM | Dallas, Texas | $0.21/GPU/hr | Available | ||
 Vast.ai | 4×NVIDIA GeForce RTX 3090 24GB VRAM | 24GB | 32 vCPU 403GB RAM 153GB Storage | Iceland | $0.25/GPU/hr $1.01/hr total (4×) | Available | ||
Vast.ai | 4×NVIDIA GeForce RTX 3090 24GB VRAM | 24GB | 32 vCPU 252GB RAM 1440GB Storage | Finland | $0.27/GPU/hr $1.07/hr total (4×) | Available | ||
 LeaderGPU | 8×NVIDIA GeForce RTX 3090 24GB VRAM | 24GB | 64 vCPU 384GB RAM 2000GB Storage | Netherlands | $0.29/GPU/hr $2.29/hr total (8×) | Available |
When to Choose the RTX 3090 Ti
The RTX 3090 Ti fits scenarios with tight budgets or modest model sizes under 24 GB VRAM. It handles Stable Diffusion image generation or fine-tuning smaller transformers efficiently at $0.10 per hour starting rates, where 35.6 TFLOPS and 936 GB/s bandwidth meet needs without excess cost.
When to Choose the RTX PRO 6000 Blackwell
Opt for the RTX PRO 6000 Blackwell when scaling to large LLMs or high-throughput inference demands 96 GB VRAM and 125 TFLOPS. Its 1792 GB/s bandwidth supports massive batches in training, justifying $0.59 per hour for production workloads.
Use Cases
RTX PRO 6000's 96 GB VRAM and 125 TFLOPS FP16 handle billion-parameter models with large batches, unlike RTX 3090 Ti's 24 GB limit.
2000 TFLOPS FP8 and 1792 GB/s bandwidth enable high-throughput serving; RTX 3090 Ti's 35.6 TFLOPS falls short for scale.
RTX 3090 Ti suffices for models under 24 GB at low cost; RTX PRO 6000 accelerates larger ones with 96 GB VRAM.
RTX 3090 Ti's 24 GB GDDR6X and 35.6 TFLOPS generate images efficiently at $0.25/hr average, matching typical needs.
125 TFLOPS FP32 and NVLink suit simulations; 96 GB VRAM exceeds RTX 3090 Ti's capacity for complex datasets.
Frequently Asked Questions
Which GPU has more VRAM?▾
The RTX PRO 6000 Blackwell offers 96 GB GDDR7 VRAM. The RTX 3090 Ti provides 24 GB GDDR6X. This quadruples capacity for large models.
What are the TFLOPS ratings?▾
RTX PRO 6000 achieves 125 TFLOPS FP16/FP32 and 2000 TFLOPS FP8. RTX 3090 Ti delivers 35.6 TFLOPS FP16/FP32. Performance scales over 3.5 times higher.
How do memory bandwidths compare?▾
RTX PRO 6000 bandwidth reaches 1792 GB/s. RTX 3090 Ti offers 936 GB/s. Higher bandwidth supports bigger batches.
What are the cloud rental prices?▾
RTX 3090 Ti starts at $0.10/hr, averaging $0.25 across five offers. RTX PRO 6000 begins at $0.59/hr, averaging $1.25. Budget drives choice.
Which has higher TDP?▾
RTX PRO 6000 TDP is 400W. RTX 3090 Ti uses 350W. Newer architecture improves efficiency per watt.
Do both support NVLink?▾
Yes, both GPUs feature NVLink interconnects. This enables multi-GPU scaling in PCIe form factors for distributed training.
Which is cheaper to rent, the RTX 3090 or the RTX PRO 6000?▾
Cloud rental prices for both the RTX 3090 and RTX PRO 6000 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 RTX 3090 have compared to the RTX PRO 6000?▾
The RTX 3090 has 24 GB of GDDR6X memory. The RTX PRO 6000 has 96 GB of GDDR7 memory.
Can I find RTX 3090 and RTX PRO 6000 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 RTX 3090 and the RTX PRO 6000?▾
The RTX 3090 uses the Ampere architecture (2020) while the RTX PRO 6000 uses Blackwell (2025). The RTX PRO 6000 delivers 3.5x the FP16 throughput and 1.9x the memory bandwidth of the RTX 3090.