Quadro P4000 vs RTX 4070 Ti

PascalvsAda LovelaceUpdated 35 days ago

The NVIDIA GeForce RTX 4070 Ti wins for most use cases, offering 29.1 TFLOPS versus 5.3 TFLOPS, 504 GB/s bandwidth over 243 GB/s, and 12 GB VRAM against 8 GB, all at lower average cost of $0.22 per hour compared to $0.51. Modern workloads demand its Ada Lovelace advantages.

Quadro P4000 from $0.51/hrRTX 4070 Ti from $0.50/hr

Specifications Compared

SpecQUADRO-P4000RTX-4070
TDP105W200W
VRAM8 GB12 GB
CUDA Cores1,7925,888
Memory TypeGDDR5GDDR6X
ArchitecturePascalAda Lovelace
Form FactorsPCIePCIe
Interconnect
FP16 Performance5.3 TFLOPS29.1 TFLOPS
FP32 Performance5.3 TFLOPS29.1 TFLOPS
Memory Bandwidth243 GB/s504 GB/s

Performance Analysis

The RTX 4070 Ti outperforms the Quadro P4000 significantly in compute throughput: 29.1 TFLOPS FP32 versus 5.3 TFLOPS enables over 5 times faster matrix operations critical for deep learning. Identical FP16 and FP32 rates on both GPUs indicate balanced half-precision support, but the RTX 4070 Ti's scale accelerates training and inference by processing more operations per second. For LLM training, this delta reduces epochs from days to hours on equivalent datasets. Memory bandwidth of 504 GB/s on the RTX 4070 Ti versus 243 GB/s on the Quadro P4000 allows larger batch sizes: up to double without out-of-memory errors in models like Stable Diffusion. The 12 GB VRAM versus 8 GB further supports bigger models or higher resolutions. Inference benefits similarly, with the RTX 4070 Ti handling 5 times more queries per second at peak. TDP rises to 200W from 105W, demanding more cooling but yielding proportional gains.

Live Cloud Pricing

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

Quadro P4000

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
Paperspace
Paperspace
NVIDIA Quadro P4000
8GB VRAM
$0.51/GPU/hr
Available
Paperspace
Paperspace
2×NVIDIA Quadro P4000
8GB VRAM
$0.51/GPU/hr
$1.02/hr total (2×)
Available
Paperspace
Paperspace
2×NVIDIA Quadro P4000
8GB VRAM
$0.51/GPU/hr
$1.02/hr total (2×)
Available
Paperspace
Paperspace
NVIDIA Quadro P4000
8GB VRAM
$0.51/GPU/hr
Available
Paperspace
Paperspace
NVIDIA Quadro P4000
8GB VRAM
$0.51/GPU/hr
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 P4000

The Quadro P4000 suits legacy professional applications requiring certified drivers, such as CAD software from 2017 era, where its 105W TDP fits low-power servers. At $0.51 per hour, it provides cost-effective access for infrequent visualization tasks incompatible with consumer GPUs. Users with Pascal-specific workflows avoid migration costs.

When to Choose the RTX 4070 Ti

The RTX 4070 Ti excels in modern AI and rendering at $0.08 per hour starting price, delivering 29.1 TFLOPS and 504 GB/s bandwidth for training or inference. Its 12 GB VRAM handles larger models than the Quadro P4000's 8 GB. Deploy it for high-throughput cloud jobs where speed trumps legacy certification.

Use Cases

LLM Training
RTX 4070 Ti

RTX 4070 Ti's 29.1 TFLOPS FP16 exceeds Quadro P4000's 5.3 TFLOPS by over 450 percent, speeding epochs. Its 12 GB VRAM supports larger models.

LLM Inference
RTX 4070 Ti

Higher 504 GB/s bandwidth enables bigger batches than 243 GB/s on Quadro P4000. 29.1 TFLOPS processes more queries per second.

Fine-tuning
RTX 4070 Ti

RTX 4070 Ti's 5.5x FP32 advantage at 29.1 TFLOPS reduces fine-tuning time. Extra 4 GB VRAM fits bigger datasets.

Stable Diffusion
RTX 4070 Ti

12 GB VRAM and 504 GB/s bandwidth generate higher-resolution images faster than Quadro P4000's 8 GB and 243 GB/s.

Scientific Computing
RTX 4070 Ti

29.1 TFLOPS FP32 accelerates simulations over 5.3 TFLOPS. Lower $0.22 per hour average cost suits extended runs.

Frequently Asked Questions

Which GPU is faster, Quadro P4000 or RTX 4070 Ti?

The RTX 4070 Ti achieves 29.1 TFLOPS FP32, over 5 times the Quadro P4000's 5.3 TFLOPS. This gap applies to FP16 workloads too. Real-world tasks like training run 450 percent faster on RTX 4070 Ti.

What are the VRAM differences?

RTX 4070 Ti has 12 GB GDDR6X versus Quadro P4000's 8 GB GDDR5. RTX 4070 Ti's type offers higher speeds. This enables larger models on RTX 4070 Ti.

How do cloud prices compare?

Quadro P4000 averages $0.51 per hour across 6 offers. RTX 4070 Ti starts at $0.08 per hour, averaging $0.22 across 5 offers. RTX 4070 Ti provides better value.

What is the memory bandwidth gap?

RTX 4070 Ti delivers 504 GB/s, more than double the Quadro P4000's 243 GB/s. Larger batches fit without errors on RTX 4070 Ti. Inference throughput improves accordingly.

Compare TDPs for these GPUs.

Quadro P4000 uses 105W TDP, lower than RTX 4070 Ti's 200W. Quadro P4000 suits power-constrained setups. RTX 4070 Ti's higher TDP yields superior 29.1 TFLOPS performance.

Which architecture is newer?

RTX 4070 Ti uses 2023 Ada Lovelace, versus Quadro P4000's 2017 Pascal. Ada supports advanced features like better tensor cores. Performance scales to 29.1 TFLOPS from 5.3 TFLOPS.

Which is cheaper to rent, the Quadro P4000 or the RTX 4070?

Cloud rental prices for both the Quadro P4000 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 P4000 have compared to the RTX 4070?

The Quadro P4000 has 8 GB of GDDR5 memory. The RTX 4070 has 12 GB of GDDR6X memory.

Can I find Quadro P4000 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 P4000 and the RTX 4070?

The Quadro P4000 uses the Pascal architecture (2017) while the RTX 4070 uses Ada Lovelace (2023). The RTX 4070 delivers 5.5x the FP16 throughput and 2.1x the memory bandwidth of the Quadro P4000.

Quadro P4000 vs RTX 4070 Ti: 5.5x FP16 Gap, 12GB vs 8GB | GPUPerHour