Quadro P6000 vs RTX 4070 Ti

PascalvsAda LovelaceUpdated 35 days ago

The RTX 4070 Ti emerges as the winner for most cloud workloads. Its 29.1 TFLOPS dwarfs the P6000's 12.6 TFLOPS, while 504 GB/s bandwidth and $0.08 per hour pricing outperform the older GPU's advantages. Only extreme VRAM needs justify the P6000.

Quadro P6000 from $1.10/hrRTX 4070 Ti from $0.50/hr

Specifications Compared

SpecQUADRO-P6000RTX-4070
TDP250W200W
VRAM24 GB12 GB
CUDA Cores3,8405,888
Memory TypeGDDR5XGDDR6X
ArchitecturePascalAda Lovelace
Form FactorsPCIePCIe
Interconnect
FP16 Performance12.6 TFLOPS29.1 TFLOPS
FP32 Performance12.6 TFLOPS29.1 TFLOPS
Memory Bandwidth432 GB/s504 GB/s

Performance Analysis

The RTX 4070 Ti demonstrates superior compute capabilities with 29.1 TFLOPS in FP16 and FP32, more than doubling the Quadro P6000's 12.6 TFLOPS. This performance gap accelerates machine learning training and inference: training epochs complete faster, and inference latency drops significantly on the newer GPU.

Higher memory bandwidth on the RTX 4070 Ti at 504 GB/s compared to 432 GB/s allows larger batch sizes during training, reducing overhead and improving throughput. The Quadro P6000's 24 GB VRAM exceeds the RTX 4070 Ti's 12 GB, enabling deployment of larger models or bigger batches without multi-GPU setups in memory-bound scenarios.

The RTX 4070 Ti's lower TDP of 200W versus 250W enhances power efficiency, lowering costs for extended cloud runs.

Live Cloud Pricing

Real-time prices from 25+ providers. Updated every 60 seconds.

Quadro P6000

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Paperspace
Paperspace
NVIDIA Quadro P6000
24GB VRAM
$1.10/GPU/hr
Available
Paperspace
Paperspace
NVIDIA Quadro P6000
24GB VRAM
$1.10/GPU/hr
Available
Paperspace
Paperspace
NVIDIA Quadro P6000
24GB VRAM
$1.10/GPU/hr
Available
Paperspace
Paperspace
2×NVIDIA Quadro P6000
24GB VRAM
$1.10/GPU/hr
$2.20/hr total (2×)
Available
Paperspace
Paperspace
2×NVIDIA Quadro P6000
24GB VRAM
$1.10/GPU/hr
$2.20/hr total (2×)
Available

RTX 4070 Ti

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
RunPod
RunPod
NVIDIA GeForce RTX 4070 Ti
12GB VRAM
$0.50/GPU/hr

Compare real-time pricing across 25+ providers

When to Choose the Quadro P6000

The Quadro P6000 is preferable for workloads requiring over 12 GB VRAM, such as inference on large language models that exceed the RTX 4070 Ti's capacity. Its 24 GB GDDR5X handles these without model sharding. Professional visualization software optimized for Pascal may also favor this GPU.

When to Choose the RTX 4070 Ti

The RTX 4070 Ti outperforms in speed-sensitive tasks with 29.1 TFLOPS and 504 GB/s bandwidth. Cloud pricing from $0.08 per hour delivers exceptional value over the P6000's $1.10 per hour. Ada Lovelace tensor cores optimize modern AI frameworks like Stable Diffusion and fine-tuning.

Use Cases

LLM Training
RTX 4070 Ti

RTX 4070 Ti's 29.1 TFLOPS more than doubles P6000's 12.6 TFLOPS for faster training cycles. Rentals from $0.08 per hour offer better economics.

LLM Inference
Quadro P6000

P6000's 24 GB VRAM supports larger models than 12 GB on RTX 4070 Ti. Essential for memory-intensive inference without splitting.

Fine-tuning
RTX 4070 Ti

Higher 29.1 TFLOPS and 504 GB/s bandwidth on RTX 4070 Ti speed up iterations. Cost efficiency at average $0.22 per hour prevails.

Stable Diffusion
RTX 4070 Ti

Ada Lovelace architecture and 29.1 TFLOPS FP16 excel in diffusion generation. Outperforms Pascal's 12.6 TFLOPS.

Scientific Computing
RTX 4070 Ti

RTX 4070 Ti's 29.1 TFLOPS FP32 handles simulations twice as fast as P6000's 12.6 TFLOPS. Lower 200W TDP suits long runs.

Frequently Asked Questions

Which GPU has more VRAM?

The Quadro P6000 features 24 GB GDDR5X VRAM. The RTX 4070 Ti has 12 GB GDDR6X. P6000 suits larger models.

What are the FP32 performance differences?

RTX 4070 Ti delivers 29.1 TFLOPS FP32. Quadro P6000 provides 12.6 TFLOPS. RTX 4070 Ti is over twice as fast.

Which is cheaper on cloud platforms?

RTX 4070 Ti rents from $0.08 per hour, averaging $0.22 across five offers. Quadro P6000 averages $1.10 per hour across six offers.

Compare memory bandwidth.

RTX 4070 Ti offers 504 GB/s. Quadro P6000 has 432 GB/s. Higher bandwidth enables larger batches on RTX 4070 Ti.

What are the TDPs?

RTX 4070 Ti TDP is 200W. Quadro P6000 TDP is 250W. Lower TDP reduces power costs for RTX 4070 Ti.

Which has the newer architecture?

RTX 4070 Ti uses Ada Lovelace from 2023. Quadro P6000 employs Pascal from 2016. Newer architecture includes advanced AI features.

Which is cheaper to rent, the Quadro P6000 or the RTX 4070?

Cloud rental prices for both the Quadro P6000 and RTX 4070 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 P6000 have compared to the RTX 4070?

The Quadro P6000 has 24 GB of GDDR5X memory. The RTX 4070 has 12 GB of GDDR6X memory.

Can I find Quadro P6000 and RTX 4070 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 P6000 and the RTX 4070?

The Quadro P6000 uses the Pascal architecture (2016) while the RTX 4070 uses Ada Lovelace (2023). The RTX 4070 delivers 2.3x the FP16 throughput and 1.2x the memory bandwidth of the Quadro P6000.

Quadro P6000 vs RTX 4070 Ti: 2.3x FP16 Gap, 12GB vs 24GB | GPUPerHour