GPU comparison

Quadro RTX 5000 vs RTX A4000

Specifications and current cloud pricing, side by side.

TuringvsAmpereUpdated 34 days ago

The RTX A4000 wins for the most common use case of FP32 based workloads. Its 19.2 TFLOPS FP32 rating and 140W TDP provide better efficiency than the Quadro RTX 5000 11.2 TFLOPS FP32 rating and 230W TDP.

Quadro RTX 5000 from $0.82/GPU/hrRTX A4000 from $0.76/GPU/hr

Right now, from live stock

  • Cheapest right now: RTX A4000 at $0.76/hr on Paperspace

    Deploy
  • Most providers in stock: Quadro RTX 5000 and RTX A4000 (1 each)

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Specifications Compared

SpecQuadro RTX 5000RTX A4000
TDP230W140W
VRAM16 GB16-20 GB
CUDA Cores3,0726,144
Memory TypeGDDR6GDDR6
ArchitectureTuringAmpere
FP16 (dense)89.2 TFLOPSNot published
Form FactorsPCIePCIe
INT8 (dense)178.4 TOPSNot published
InterconnectNVLink, PCIe 3.0PCIe 4.0
Tensor Cores384192
FP32 Performance11.2 TFLOPS19.2 TFLOPS
Memory Bandwidth448 GB/s448 GB/s
FP16 (with sparsity)Not published153.4 TFLOPS

Performance Analysis

The Quadro RTX 5000 supplies dense FP16 performance of 89.2 TFLOPS and dense INT8 performance of 178.4 TOPS. The RTX A4000 supplies FP16 performance with sparsity of 153.4 TFLOPS and lacks a published dense FP16 figure. The FP32 rating of 19.2 TFLOPS on the RTX A4000 exceeds the 11.2 TFLOPS rating on the Quadro RTX 5000 and this gap affects training throughput in floating point workloads. Memory bandwidth remains identical at 448 GB/s on both cards so batch size capacity stays comparable when VRAM volumes match.

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 RTX 5000

ProviderRegionGPUsPer GPU / hrInstance / hrDeploy
Paperspaceny21$0.82—Deploy

1 provider in stock, 2 offers (cheapest per provider shown). All Quadro RTX 5000 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 Quadro RTX 5000

The Quadro RTX 5000 suits workloads that require dense INT8 performance of 178.4 TOPS or NVLink interconnect. Its 16 GB GDDR6 configuration and PCIe 3.0 interface fit legacy systems that need Turing architecture compatibility.

When to Choose the RTX A4000

The RTX A4000 suits workloads that require FP32 performance of 19.2 TFLOPS at a TDP of 140W.

Use Cases

LLM Training
RTX A4000

The RTX A4000 FP32 rating of 19.2 TFLOPS exceeds the Quadro RTX 5000 rating of 11.2 TFLOPS.

LLM Inference
RTX A4000

The RTX A4000 FP16 performance with sparsity of 153.4 TFLOPS exceeds the Quadro RTX 5000 dense FP16 rating of 89.2 TFLOPS.

Fine-tuning
RTX A4000

The RTX A4000 TDP of 140W allows sustained operation with lower power than the Quadro RTX 5000 TDP of 230W.

Stable Diffusion
Either

Both cards share 448 GB/s memory bandwidth and 16 GB or more GDDR6 capacity.

Scientific Computing
Quadro RTX 5000

The Quadro RTX 5000 supplies dense INT8 performance of 178.4 TOPS and NVLink support.

Frequently Asked Questions

What is the FP32 performance difference between Quadro RTX 5000 and RTX A4000?▾

The RTX A4000 reaches 19.2 TFLOPS in FP32. The Quadro RTX 5000 reaches 11.2 TFLOPS in FP32.

How does TDP compare between these two GPUs?▾

The Quadro RTX 5000 TDP is 230W. The RTX A4000 TDP is 140W.

Do both GPUs support the same memory bandwidth?▾

Both the Quadro RTX 5000 and RTX A4000 provide 448 GB/s memory bandwidth.

Which GPU offers NVLink?▾

The Quadro RTX 5000 supports NVLink interconnect. The RTX A4000 does not list NVLink support.

What dense FP16 rating does the Quadro RTX 5000 provide?▾

The Quadro RTX 5000 provides dense FP16 performance of 89.2 TFLOPS.

Which is cheaper to rent, the Quadro RTX 5000 or the RTX A4000?▾

Cloud rental prices for both the Quadro RTX 5000 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 Quadro RTX 5000 have compared to the RTX A4000?▾

The Quadro RTX 5000 has 16 GB of GDDR6 memory. The RTX A4000 has 16 to 20 GB of GDDR6 memory.

Can I find Quadro RTX 5000 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 Quadro RTX 5000 and the RTX A4000?▾

The Quadro RTX 5000 uses the Turing architecture (2018) while the RTX A4000 uses Ampere (2021). The Quadro RTX 5000 has 16 GB of GDDR6 at 448 GB/s; the RTX A4000 has 16-20 GB of GDDR6 at 448 GB/s, so the RTX A4000 has 1.0x the memory bandwidth of the Quadro RTX 5000.

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Related comparisons

How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the Quadro RTX 5000 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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