GTX 1080 vs Quadro P4000

PascalvsPascalUpdated 35 days ago

The GTX 1080 emerges as the winner for most common use cases like AI training and inference. Its 8.9 TFLOPS performance, 320 GB/s bandwidth, and $0.30 per hour pricing outperform the Quadro P4000's 5.3 TFLOPS, 243 GB/s, and $0.51 per hour, offering superior speed and value in cloud environments.

GTX 1080 from $0.30/hrQuadro P4000 from $0.51/hr

Specifications Compared

SpecGTX-1080QUADRO-P4000
TDP180W105W
VRAM8-11 GB8 GB
CUDA Cores2,5601,792
Memory TypeGDDR5XGDDR5
ArchitecturePascalPascal
Form FactorsPCIePCIe
Interconnect
FP16 Performance8.9 TFLOPS5.3 TFLOPS
FP32 Performance8.9 TFLOPS5.3 TFLOPS
Memory Bandwidth320 GB/s243 GB/s

Performance Analysis

The GTX 1080 demonstrates superior compute throughput: 8.9 TFLOPS FP32 versus the Quadro P4000's 5.3 TFLOPS, a 68 percent advantage that accelerates training and inference by processing more operations per second. This FP16 and FP32 parity in both GPUs supports mixed-precision workflows common in deep learning, but the GTX 1080 handles larger models faster due to higher peak performance.

Memory bandwidth defines batch size limits: the GTX 1080's 320 GB/s enables bigger batches than the Quadro P4000's 243 GB/s, reducing overhead in data-parallel training and improving utilization for tasks like LLM fine-tuning. VRAM capacity also matters, with GTX 1080 options up to 11 GB accommodating moderately sized models that exceed the Quadro P4000's fixed 8 GB.

Power draw influences dense deployments: the GTX 1080's 180W TDP demands more cooling than the Quadro P4000's 105W, potentially raising operational costs in power-sensitive clouds. Overall, spec deltas translate to the GTX 1080 excelling in compute-intensive scenarios, while the Quadro P4000 suits efficiency-focused applications.

Live Cloud Pricing

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

GTX 1080

ProviderGPU ModelVRAMHost SpecsRegionPriceStatusAction
LeaderGPU
LeaderGPU
4×NVIDIA GeForce GTX 1080
8GB VRAM
$0.30/GPU/hr
$1.20/hr total (4×)
Available
LeaderGPU
LeaderGPU
8×NVIDIA GeForce GTX 1080 Ti
11GB VRAM
$0.60/GPU/hr
$4.80/hr total (8×)
Available

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

Compare real-time pricing across 25+ providers

When to Choose the GTX 1080

The GTX 1080 stands out for high-throughput workloads such as model training and image generation. Its 8.9 TFLOPS FP32 performance and 320 GB/s bandwidth process data faster than the Quadro P4000's 5.3 TFLOPS and 243 GB/s, enabling larger batch sizes. At $0.30 per hour starting price, it delivers better value for performance-driven cloud rentals across 2 offers.

When to Choose the Quadro P4000

The Quadro P4000 fits power-constrained or multi-GPU setups with its 105W TDP, half the GTX 1080's 180W, allowing denser node packing. Greater availability across 6 offers at $0.51 per hour suits users prioritizing reliability over peak speed. Professional visualization tasks leverage its workstation optimizations despite lower 5.3 TFLOPS compute.

Use Cases

LLM Training
GTX 1080

The GTX 1080's 8.9 TFLOPS FP32 and 320 GB/s bandwidth support faster training iterations and larger batches than the Quadro P4000's 5.3 TFLOPS and 243 GB/s.

LLM Inference
GTX 1080

Higher 8.9 TFLOPS throughput on GTX 1080 delivers quicker inference latency compared to 5.3 TFLOPS on Quadro P4000, ideal for real-time serving.

Fine-tuning
GTX 1080

GTX 1080's up to 11 GB VRAM and superior bandwidth handle fine-tuning datasets efficiently over Quadro P4000's 8 GB limit.

Stable Diffusion
GTX 1080

GTX 1080 excels in generation tasks with 8.9 TFLOPS and higher bandwidth for faster image synthesis than Quadro P4000.

Scientific Computing
Either

Quadro P4000's lower 105W TDP suits power-limited simulations, but GTX 1080's 8.9 TFLOPS provides better performance where power allows.

Frequently Asked Questions

Which GPU has higher performance, GTX 1080 or Quadro P4000?

The GTX 1080 achieves 8.9 TFLOPS in FP32, surpassing the Quadro P4000's 5.3 TFLOPS by 68 percent. This makes it faster for compute-heavy tasks. Both share Pascal architecture with equal FP16 performance.

What is the VRAM difference between GTX 1080 and Quadro P4000?

GTX 1080 offers 8 to 11 GB GDDR5X, while Quadro P4000 provides 8 GB GDDR5. The GTX 1080 supports larger models in memory-intensive workloads. Bandwidth also favors GTX 1080 at 320 GB/s over 243 GB/s.

How do prices compare for cloud rental?

GTX 1080 starts at $0.30 per hour with $0.45 average across 2 offers, cheaper than Quadro P4000's $0.51 average across 6 offers. Cost-per-performance tilts toward GTX 1080. Availability is higher for Quadro P4000.

What are the TDP ratings?

GTX 1080 consumes 180W, double the Quadro P4000's 105W. Lower TDP on Quadro P4000 aids dense deployments. Neither lists specific interconnects beyond PCIe.

Are these GPUs suitable for modern AI tasks?

Pascal GPUs like GTX 1080 with 8.9 TFLOPS handle lighter LLM inference and fine-tuning. They lag newer architectures but offer value at $0.30 per hour. VRAM up to 11 GB on GTX 1080 fits small-to-medium models.

Which has better memory bandwidth?

GTX 1080 provides 320 GB/s, 32 percent above Quadro P4000's 243 GB/s. This impacts batch sizes in training. GDDR5X on GTX 1080 contributes to the edge.

Which is cheaper to rent, the GTX 1080 or the Quadro P4000?

Cloud rental prices for both the GTX 1080 and Quadro P4000 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 GTX 1080 have compared to the Quadro P4000?

The GTX 1080 has 8 to 11 GB of GDDR5X memory. The Quadro P4000 has 8 GB of GDDR5 memory.

Can I find GTX 1080 and Quadro P4000 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 GTX 1080 and the Quadro P4000?

The GTX 1080 uses the Pascal architecture (2016) while the Quadro P4000 uses Pascal (2017). The GTX 1080 delivers 1.7x the FP16 throughput and 1.3x the memory bandwidth of the Quadro P4000.