GPU comparison

P100 vs RTX 2080

Specifications and current cloud pricing, side by side.

PascalvsTuringUpdated 30 days ago

The RTX 2080 emerges as the stronger choice for the most common mixed precision workloads because its 40.3 TFLOPS dense FP16 exceeds the P100 by a factor of 2.15 while maintaining comparable FP32 performance at 10 TFLOPS and lower TDP at 215 W.

P100 listed from $0.09/GPU/hrRTX 2080 listed from $0.12/GPU/hr

Right now, from live stock

Specifications Compared

SpecP100RTX 2080
TDP250W215W
VRAM16 GB8-11 GB
CUDA Cores3,5842,944
Memory TypeHBM2GDDR6
ArchitecturePascalTuring
FP16 (dense)18.7 TFLOPS40.3 TFLOPS
Form FactorsSXM2, PCIePCIe
INT8 (dense)Not published161.1 TOPS
InterconnectNVLink, PCIe 3.0NVLink, PCIe 3.0
Tensor CoresNot published368
FP32 Performance9.3 TFLOPS10 TFLOPS
FP64 Performance4.7 TFLOPSNot published
Memory Bandwidth732 GB/s448 GB/s

Performance Analysis

The RTX 2080 delivers more than twice the dense FP16 throughput at 40.3 TFLOPS compared to the P100 at 18.7 TFLOPS which translates to faster matrix operations during training and inference steps that rely on half precision. The P100 supplies 1.63 times the memory bandwidth at 732 GB/s versus 448 GB/s which supports larger batch sizes in memory intensive kernels before swapping occurs. FP32 performance remains close with the RTX 2080 at 10 TFLOPS and the P100 at 9.3 TFLOPS so workloads limited to single precision show smaller gains. Higher VRAM on the P100 at 16 GB versus 8 to 11 GB on the RTX 2080 further influences batch sizing in models that exceed the lower capacity limit.

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.

P100

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Vast.aiTexas, US1$0.09—Deploy

1 provider in stock, 3 offers (cheapest per provider shown). All P100 offers, price history and alerts

RTX 2080

RTX 2080 is not offered on-demand by any provider we track right now. See the RTX 2080 rental page for last-seen listed prices and a price alert.

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When to Choose the P100

Its 250 W TDP pairs with NVLink interconnect in SXM2 form factor configurations where sustained memory throughput outweighs tensor core density.

When to Choose the RTX 2080

The RTX 2080 fits inference workloads that exploit 40.3 TFLOPS dense FP16 and 161.1 TOPS dense INT8 within a 215 W power envelope. Its PCIe form factor and 10 TFLOPS FP32 rating support compact deployments where newer architecture features align with reduced memory requirements.

Use Cases

LLM Training
RTX 2080

The RTX 2080 supplies 40.3 TFLOPS dense FP16 which exceeds the P100 by more than double for accelerated forward and backward passes.

LLM Inference
RTX 2080

Dense INT8 performance at 161.1 TOPS on the RTX 2080 enables higher throughput than the P100 which lacks a published INT8 rating.

Fine-tuning
P100

The P100 16 GB memory capacity accommodates larger fine tuning batches than the RTX 2080 8 to 11 GB limit.

Stable Diffusion
RTX 2080

The RTX 2080 40.3 TFLOPS dense FP16 rating accelerates diffusion steps compared to the P100 18.7 TFLOPS dense FP16.

Scientific Computing
P100

The P100 732 GB/s bandwidth supports memory bound scientific kernels better than the RTX 2080 448 GB/s bandwidth.

Frequently Asked Questions

How does FP16 performance compare between the P100 and RTX 2080?▾

The RTX 2080 reaches 40.3 TFLOPS dense FP16 while the P100 reaches 18.7 TFLOPS dense FP16 resulting in more than double the throughput on the RTX 2080 for half precision operations.

Which GPU has higher memory bandwidth?▾

The P100 provides 732 GB/s bandwidth compared to 448 GB/s on the RTX 2080 which favors the P100 in bandwidth limited applications.

What are the FP32 ratings for each GPU?▾

The P100 delivers 9.3 TFLOPS FP32 and the RTX 2080 delivers 10 TFLOPS FP32 so single precision performance stays nearly equivalent.

What power limits apply to the P100 and RTX 2080?▾

The P100 carries a 250 W TDP and the RTX 2080 carries a 215 W TDP which influences cooling and power supply choices in dense deployments.

Which is cheaper to rent, the P100 or the RTX 2080?▾

Cloud rental prices for both the P100 and RTX 2080 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 P100 have compared to the RTX 2080?▾

The P100 has 16 GB of HBM2 memory. The RTX 2080 has 8 to 11 GB of GDDR6 memory.

Can I find P100 and RTX 2080 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 P100 and the RTX 2080?▾

The P100 uses the Pascal architecture (2016) while the RTX 2080 uses Turing (2018). The RTX 2080 delivers 2.2x the dense FP16 throughput (40.3 vs 18.7 TFLOPS, both without sparsity) while the P100 has 1.6x the memory bandwidth of the RTX 2080.

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 P100 and the RTX 2080. 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.

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