GPU comparison

P100 vs RTX A4000

Specifications and current cloud pricing, side by side.

PascalvsAmpereUpdated 34 days ago

The A4000 wins for the most common use case of FP32 based inference because it supplies 19.2 TFLOPS FP32 at 140W TDP compared with the P100 at 9.3 TFLOPS FP32 and 250W TDP.

P100 from $0.09/GPU/hrRTX A4000 from $0.76/GPU/hr

Right now, from live stock

  • Cheapest right now: P100 at $0.09/hr on Vast.ai

    Deploy
  • Most providers in stock: P100 and RTX A4000 (1 each)

    See all offers

Specifications Compared

SpecP100RTX A4000
TDP250W140W
VRAM16 GB16-20 GB
CUDA Cores3,5846,144
Memory TypeHBM2GDDR6
ArchitecturePascalAmpere
FP16 (dense)18.7 TFLOPSNot published
Form FactorsSXM2, PCIePCIe
InterconnectNVLink, PCIe 3.0PCIe 4.0
Tensor CoresNot published192
FP32 Performance9.3 TFLOPS19.2 TFLOPS
FP64 Performance4.7 TFLOPSNot published
Memory Bandwidth732 GB/s448 GB/s
FP16 (with sparsity)Not published153.4 TFLOPS

Performance Analysis

The FP32 performance stands at 9.3 TFLOPS for the P100 and 19.2 TFLOPS for the A4000 so the A4000 delivers higher throughput in dense floating point workloads. Memory bandwidth reaches 732 GB/s on the P100 compared with 448 GB/s on the A4000 which allows the P100 to sustain larger batch sizes in memory bound operations. FP16 dense performance measures 18.7 TFLOPS on the P100 while the A4000 reports FP16 with sparsity at 153.4 TFLOPS so direct ratios remain limited to matching categories such as dense FP32 figures.

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, 2 offers (cheapest per provider shown). All P100 offers, price history and alerts

RTX A4000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Paperspaceny22$0.76$1.52Deploy

1 provider in stock, 6 offers (cheapest per provider shown). All RTX A4000 offers, price history and alerts

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When to Choose the P100

The P100 suits workloads that require 732 GB/s memory bandwidth and NVLink interconnect such as certain scientific computing tasks that move large data volumes across multiple GPUs. Its 16 GB HBM2 configuration and 250W TDP also align with established systems that already support SXM2 or PCIe 3.0 form factors.

When to Choose the RTX A4000

The A4000 fits environments that prioritize 140W TDP and PCIe 4.0 connectivity along with 19.2 TFLOPS FP32 performance for single GPU inference or fine tuning jobs. Its 16 to 20 GB GDDR6 memory and Ampere architecture support newer software stacks that benefit from the listed 153.4 TFLOPS FP16 with sparsity figure.

Use Cases

LLM Training
RTX A4000

The A4000 supplies 19.2 TFLOPS FP32 which exceeds the 9.3 TFLOPS FP32 of the P100.

LLM Inference
RTX A4000

The A4000 lists FP16 with sparsity at 153.4 TFLOPS and operates at 140W TDP.

Fine-tuning
RTX A4000

The A4000 provides 19.2 TFLOPS FP32 in a 140W envelope with PCIe 4.0 support.

Stable Diffusion
RTX A4000

The A4000 delivers 19.2 TFLOPS FP32 and 448 GB/s bandwidth at lower power than the P100.

Scientific Computing
P100

The P100 reaches 732 GB/s memory bandwidth and includes NVLink interconnect.

Frequently Asked Questions

What FP32 performance is listed for each card?▾

The P100 lists 9.3 TFLOPS FP32 and the A4000 lists 19.2 TFLOPS FP32.

Which GPU has the lower TDP rating?▾

The A4000 carries a 140W TDP rating compared with the 250W TDP rating of the P100.

Does the P100 support NVLink?▾

The P100 includes NVLink interconnect while the A4000 uses PCIe 4.0.

What memory type appears on each GPU?▾

The P100 uses 16 GB HBM2 and the A4000 uses 16 to 20 GB GDDR6.

Which is cheaper to rent, the P100 or the RTX A4000?▾

Cloud rental prices for both the P100 and RTX A4000 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 A4000?▾

The P100 has 16 GB of HBM2 memory. The RTX A4000 has 16 to 20 GB of GDDR6 memory.

Can I find P100 and RTX A4000 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 A4000?▾

The P100 uses the Pascal architecture (2016) while the RTX A4000 uses Ampere (2021). The P100 has 16 GB of HBM2 at 732 GB/s; the RTX A4000 has 16-20 GB of GDDR6 at 448 GB/s, so the P100 has 1.6x the memory bandwidth of the RTX A4000.

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 A4000. 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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