GPU comparison

Quadro P4000 vs RTX 3080

Specifications and current cloud pricing, side by side.

PascalvsAmpereUpdated 33 days ago

The RTX 3080 wins for the most common use case of modern compute workloads because its 29.8 TFLOPS FP32 and 760 GB/s bandwidth deliver substantially higher performance than the 5.3 TFLOPS FP32 and 243 GB/s of the Quadro P4000.

Quadro P4000 listed from $0.51/GPU/hrRTX 3080 listed from $0.13/GPU/hr

Right now, from live stock

  • Cheapest right now: Quadro P4000 at $0.51/hr on Paperspace

    Deploy
  • Most providers in stock: Quadro P4000 (1)

    See all offers

Specifications Compared

SpecQuadro P4000RTX 3080
TDP105W320W
VRAM8 GB10-12 GB
CUDA Cores1,7928,704
Memory TypeGDDR5GDDR6X
ArchitecturePascalAmpere
FP16 (dense)Not published59.5 TFLOPS
Form FactorsPCIePCIe
INT8 (dense)Not published238 TOPS
InterconnectPCIe 3.0PCIe 4.0
Tensor CoresNot published272
FP32 Performance5.3 TFLOPS29.8 TFLOPS
Memory Bandwidth243 GB/s760 GB/s
FP16 (with sparsity)Not published119 TFLOPS
INT8 (with sparsity)Not published476 TOPS

Performance Analysis

The FP32 performance difference shows the RTX 3080 at 29.8 TFLOPS compared to the Quadro P4000 at 5.3 TFLOPS which produces a ratio of approximately 5.6 times higher throughput on the newer card. Memory bandwidth of 760 GB/s on the RTX 3080 versus 243 GB/s on the Quadro P4000 allows larger batch sizes during training and inference by moving data more efficiently between memory and compute units. The RTX 3080 provides dense FP16 at 59.5 TFLOPS while the Quadro P4000 has no published FP16 figure so direct dense FP16 comparison favors the RTX 3080 by a substantial margin. The 760 GB/s bandwidth figure supports higher sustained utilization in memory intensive operations than the 243 GB/s figure permits.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

Quadro P4000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Paperspaceams11$0.51—Deploy

1 provider in stock, 6 offers (cheapest per provider shown). All Quadro P4000 offers, price history and alerts

RTX 3080

RTX 3080 is not offered on-demand by any provider we track right now. See the RTX 3080 rental page for last-seen listed prices and a price alert.

Which GPU to watchWatch the price of

Notify me when Quadro P4000 drops below a price

One email when the cheapest in-stock on-demand price per GPU-hour falls below your threshold. Cheapest right now: $0.51/GPU-hr.

QuantaCloud

Comparing providers? We broker across all of them.

Stop tab-switching between pricing pages. Tell us what you need, 16+ GPUs reserved or cluster capacity, and we return one quote at partner rates within 24 hours.

No waitlist24hr quote turnaroundInfiniBand fabric

Compare real-time pricing across 25+ providers

When to Choose the Quadro P4000

The Quadro P4000 suits environments where power consumption must stay at 105W and workloads fit within 8 GB GDDR5 VRAM with 243 GB/s bandwidth. Basic scientific computing or lighter inference tasks that do not require the 29.8 TFLOPS FP32 of newer cards benefit from the lower TDP and PCIe 3.0 interconnect of the Quadro P4000.

When to Choose the RTX 3080

The RTX 3080 fits scenarios that demand 29.8 TFLOPS FP32 or dense FP16 at 59.5 TFLOPS along with 760 GB/s bandwidth for larger models. Training and inference jobs that scale with the 10-12 GB GDDR6X VRAM and PCIe 4.0 interconnect gain from the higher throughput despite the 320W TDP.

Use Cases

LLM Training
RTX 3080

The RTX 3080 supplies 29.8 TFLOPS FP32 and dense FP16 at 59.5 TFLOPS which exceed the Quadro P4000 capabilities for model training.

LLM Inference
RTX 3080

Dense FP16 at 59.5 TFLOPS and 760 GB/s bandwidth on the RTX 3080 support faster inference throughput than the Quadro P4000 specifications allow.

Fine-tuning
RTX 3080

The 10-12 GB GDDR6X VRAM and 29.8 TFLOPS FP32 on the RTX 3080 handle fine-tuning workloads more effectively than the 8 GB and 5.3 TFLOPS on the Quadro P4000.

Stable Diffusion
RTX 3080

Higher memory bandwidth of 760 GB/s and dense FP16 performance of 59.5 TFLOPS on the RTX 3080 accelerate image generation compared to the Quadro P4000.

Scientific Computing
Either

The Quadro P4000 at 105W TDP works for lighter scientific tasks while the RTX 3080 at 29.8 TFLOPS FP32 suits heavier computations.

Frequently Asked Questions

What is the FP32 performance difference between Quadro P4000 and RTX 3080?▾

The Quadro P4000 provides 5.3 TFLOPS FP32 while the RTX 3080 provides 29.8 TFLOPS FP32 resulting in a 5.6 times higher figure on the RTX 3080.

How does memory bandwidth compare for these GPUs?▾

The Quadro P4000 has 243 GB/s memory bandwidth and the RTX 3080 has 760 GB/s memory bandwidth which affects data movement rates during compute operations.

Which GPU has lower power consumption?▾

The Quadro P4000 operates at 105W TDP whereas the RTX 3080 operates at 320W TDP so the older card uses less power.

Can the Quadro P4000 handle dense FP16 workloads?▾

The Quadro P4000 has no published dense FP16 figure while the RTX 3080 lists dense FP16 at 59.5 TFLOPS so only the RTX 3080 supports that metric directly.

What interconnect does each GPU use?▾

The Quadro P4000 uses PCIe 3.0 and the RTX 3080 uses PCIe 4.0 which influences data transfer speeds between host and device.

Which is cheaper to rent, the Quadro P4000 or the RTX 3080?▾

Cloud rental prices for both the Quadro P4000 and RTX 3080 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 3080?▾

The Quadro P4000 has 8 GB of GDDR5 memory. The RTX 3080 has 10 to 12 GB of GDDR6X memory.

Can I find Quadro P4000 and RTX 3080 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 3080?▾

The Quadro P4000 uses the Pascal architecture (2017) while the RTX 3080 uses Ampere (2020). The Quadro P4000 has 8 GB of GDDR5 at 243 GB/s; the RTX 3080 has 10-12 GB of GDDR6X at 760 GB/s, so the RTX 3080 has 3.1x the memory bandwidth of the Quadro P4000.

Rent these GPUs

Each GPU page lists every current on-demand offer by provider, per GPU-hour, updated every minute.

Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the Quadro P4000 and the RTX 3080. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

Next steps