Specifications Compared
| Spec | RTX-3060 | RTX-PRO-6000-BLACKWELL |
|---|---|---|
| TDP | 170W | 400W |
| VRAM | 12 GB | 96 GB |
| CUDA Cores | 3,584 | 21,760 |
| Memory Type | GDDR6 | GDDR7 |
| Architecture | Ampere | Blackwell |
| Form Factors | PCIe | PCIe |
| Interconnect | NVLink | |
| Tensor Cores | 112 | 680 |
| FP16 Performance | 12.7 TFLOPS | 125 TFLOPS |
| FP32 Performance | 12.7 TFLOPS | 125 TFLOPS |
| Memory Bandwidth | 360 GB/s | 1,792 GB/s |
Performance Analysis
Compute performance reveals a stark divide: the RTX PRO 6000 Blackwell achieves 125 TFLOPS in FP16 and FP32, nearly ten times the RTX 3060 Ti's 12.7 TFLOPS. This delta accelerates deep learning training and inference, where matrix multiplications dominate; training epochs complete faster on the PRO 6000, reducing total compute hours. The PRO 6000's 2000 TFLOPS FP8 capability further optimizes low-precision inference for large language models. Memory specs amplify these gains: 96 GB GDDR7 VRAM on the PRO 6000 supports models exceeding 12 GB limits of the RTX 3060 Ti, enabling full-parameter fine-tuning without quantization. Bandwidth at 1792 GB/s versus 360 GB/s minimizes data transfer bottlenecks, allowing larger batch sizes in training; for instance, batch sizes double or triple without throughput loss on the PRO 6000. The 400W TDP of the PRO 6000 reflects its density, compared to 170W on the RTX 3060 Ti, suiting dense cloud racks.
Live Cloud Pricing
Real-time prices from 25+ providers. Updated every 60 seconds.
RTX 3060 Ti
| Provider | GPU Model | VRAM | Host Specs | Region | Price | Status | Action | |
|---|---|---|---|---|---|---|---|---|
 Vast.ai | NVIDIA GeForce RTX 3060 12GB VRAM | 12GB | 36 vCPU 31GB RAM 862GB Storage | Texas | $0.23/GPU/hr | Available | ||
Vast.ai | 4×NVIDIA GeForce RTX 3060 12GB VRAM | 12GB | 128 vCPU 336GB RAM 1431GB Storage | Texas | $0.23/GPU/hr $0.90/hr total (4×) | Available | ||
Vast.ai | 2×NVIDIA GeForce RTX 3060 12GB VRAM | 12GB | 64 vCPU 126GB RAM 3050GB Storage | Texas | $0.23/GPU/hr $0.45/hr total (2×) | Available | ||
Vast.ai | 2×NVIDIA GeForce RTX 3060 12GB VRAM | 12GB | 24 vCPU 55GB RAM 1940GB Storage | Texas | $0.23/GPU/hr $0.45/hr total (2×) | Available |
When to Choose the RTX 3060 Ti
The RTX 3060 Ti suits budget-conscious users for prototyping and lightweight AI tasks. Its $0.03 per hour starting price and 12 GB VRAM handle small-scale Stable Diffusion generation or inference on models under 7 billion parameters. Low 170W TDP and PCIe form factor fit entry-level cloud instances where cost trumps speed.
When to Choose the RTX PRO 6000 Blackwell
Opt for the RTX PRO 6000 Blackwell in demanding production environments. Its 96 GB VRAM and 1792 GB/s bandwidth excel for training large LLMs or scientific simulations requiring massive datasets. NVLink interconnect and 125 TFLOPS FP16 performance ensure scalability across multi-GPU setups at $0.59 per hour starting rates.
Use Cases
The RTX PRO 6000 Blackwell's 96 GB VRAM and 125 TFLOPS FP16 performance support large models that exceed the RTX 3060 Ti's 12 GB capacity. Higher 1792 GB/s bandwidth enables bigger batches without bottlenecks.
2000 TFLOPS FP8 on the RTX PRO 6000 Blackwell accelerates high-throughput serving. Its 96 GB VRAM fits unquantized large models, outperforming the RTX 3060 Ti's 12.7 TFLOPS limit.
96 GB VRAM allows full fine-tuning of models over 30 billion parameters on the RTX PRO 6000 Blackwell. The RTX 3060 Ti's 12 GB restricts it to smaller or heavily quantized variants.
RTX 3060 Ti's 12 GB VRAM suffices for standard image generation at $0.06 per hour average. RTX PRO 6000 Blackwell excels for high-resolution batches with 96 GB capacity.
NVLink interconnect and 125 TFLOPS FP32 on RTX PRO 6000 Blackwell scale simulations across nodes. Its 400W TDP supports intensive parallel workloads beyond RTX 3060 Ti's PCIe limits.
Frequently Asked Questions
What is the VRAM difference between RTX 3060 Ti and RTX PRO 6000 Blackwell?▾
The RTX PRO 6000 Blackwell provides 96 GB GDDR7 VRAM, eight times the RTX 3060 Ti's 12 GB GDDR6. This enables larger models and datasets on the PRO 6000. Bandwidth follows suit at 1792 GB/s versus 360 GB/s.
How do cloud prices compare for these GPUs?▾
RTX 3060 Ti instances start at $0.03 per hour, averaging $0.06 per hour across two offers. RTX PRO 6000 Blackwell pricing begins at $0.59 per hour, with an average of $1.25 per hour over five offers. The gap reflects performance disparities.
What are the FP32 performance figures?▾
RTX 3060 Ti delivers 12.7 TFLOPS FP32, while RTX PRO 6000 Blackwell reaches 125 TFLOPS. This tenfold increase speeds general-purpose computing tasks. FP16 matches these values on both.
Does the RTX PRO 6000 Blackwell support FP8?▾
Yes, it offers 2000 TFLOPS FP8 for optimized inference. RTX 3060 Ti lacks this capability. FP8 suits low-precision AI serving on Blackwell architecture.
What interconnects do they use?▾
RTX 3060 Ti uses standard PCIe with no specialized interconnect. RTX PRO 6000 Blackwell features NVLink for multi-GPU scaling. This aids distributed training workloads.
How do TDPs compare?▾
RTX 3060 Ti has a 170W TDP, lower than the RTX PRO 6000 Blackwell's 400W. Lower TDP reduces power costs for light tasks on the 3060 Ti. Higher TDP enables denser compute on the PRO 6000.
Which is cheaper to rent, the RTX 3060 or the RTX PRO 6000?▾
Cloud rental prices for both the RTX 3060 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 3060 have compared to the RTX PRO 6000?▾
The RTX 3060 has 12 GB of GDDR6 memory. The RTX PRO 6000 has 96 GB of GDDR7 memory.
Can I find RTX 3060 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 3060 and the RTX PRO 6000?▾
The RTX 3060 uses the Ampere architecture (2021) while the RTX PRO 6000 uses Blackwell (2025). The RTX PRO 6000 delivers 9.8x the FP16 throughput and 5.0x the memory bandwidth of the RTX 3060.